https://github.com/tolkonepiu/best-of-mcp-servers
🏆 A ranked list of MCP servers. Updated weekly.
https://github.com/tolkonepiu/best-of-mcp-servers
List: best-of-mcp-servers
ai awesome awesome-list best-of best-of-list collection lists mcp mcp-server
Last synced: 28 days ago
JSON representation
🏆 A ranked list of MCP servers. Updated weekly.
- Host: GitHub
- URL: https://github.com/tolkonepiu/best-of-mcp-servers
- Owner: tolkonepiu
- License: cc-by-sa-4.0
- Created: 2025-08-01T20:32:12.000Z (2 months ago)
- Default Branch: main
- Last Pushed: 2025-09-01T02:38:23.000Z (about 1 month ago)
- Last Synced: 2025-09-01T04:38:54.773Z (about 1 month ago)
- Topics: ai, awesome, awesome-list, best-of, best-of-list, collection, lists, mcp, mcp-server
- Homepage:
- Size: 3.1 MB
- Stars: 1
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Changelog: history/2025-08-04_changes.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: .github/CODE_OF_CONDUCT.md
Awesome Lists containing this project
- ultimate-awesome - best-of-mcp-servers - 🏆 A ranked list of MCP servers. Updated weekly. (Other Lists / TeX Lists)
README
best-of-mcp-servers
🏆 A ranked list of MCP servers. Updated weekly.
This curated list contains 350 awesome MCP (Model Context Protocol) servers with a total of 340K stars grouped into 33 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an [issue](https://github.com/tolkonepiu/best-of-mcp-servers/issues/new/choose), submit a [pull request](https://github.com/tolkonepiu/best-of-mcp-servers/pulls), or directly edit the [projects.yaml](https://github.com/tolkonepiu/best-of-mcp-servers/edit/main/projects.yaml). Contributions are very welcome!
> 🧙♂️ Discover other [best-of lists](https://best-of.org) or [create your own](https://github.com/best-of-lists/best-of/blob/main/create-best-of-list.md).
## Contents
- [Aggregators](#aggregators) _11 projects_
- [Art & Culture](#art--culture) _9 projects_
- [Browser Automation](#browser-automation) _15 projects_
- [Biology Medicine and Bioinformatics](#biology-medicine-and-bioinformatics) _1 projects_
- [Cloud Platforms](#cloud-platforms) _17 projects_
- [Code Execution](#code-execution) _3 projects_
- [Coding Agents](#coding-agents) _6 projects_
- [Command Line](#command-line) _7 projects_
- [Communication](#communication) _15 projects_
- [Customer Data Platforms](#customer-data-platforms) _5 projects_
- [Databases](#databases) _41 projects_
- [Data Platforms](#data-platforms) _2 projects_
- [Data Science Tools](#data-science-tools) _8 projects_
- [Developer Tools](#developer-tools) _50 projects_
- [Embedded System](#embedded-system) _2 projects_
- [File Systems](#file-systems) _5 projects_
- [Finance & Fintech](#finance--fintech) _18 projects_
- [Gaming](#gaming) _4 projects_
- [Location Services](#location-services) _3 projects_
- [Knowledge & Memory](#knowledge--memory) _13 projects_
- [Marketing](#marketing) _3 projects_
- [Monitoring](#monitoring) _7 projects_
- [Multimedia Process](#multimedia-process) _2 projects_
- [Search & Data Extraction](#search--data-extraction) _31 projects_
- [Security](#security) _14 projects_
- [Sports](#sports) _1 projects_
- [Support & Service Management](#support--service-management) _2 projects_
- [Text-to-Speech](#text-to-speech) _2 projects_
- [Translation Services](#translation-services) _1 projects_
- [Travel & Transportation](#travel--transportation) _2 projects_
- [Version Control](#version-control) _4 projects_
- [Workplace & Productivity](#workplace--productivity) _2 projects_
- [Other Tools and Integrations](#other-tools-and-integrations) _48 projects_
## Explanation
- 🥇🥈🥉 Combined project-quality score
- ⭐️ Star count from GitHub
- 🐣 New project _(less than 6 months old)_
- 💤 Inactive project _(6 months no activity)_
- 💀 Dead project _(12 months no activity)_
- 📈📉 Project is trending up or down
- ➕ Project was recently added
- ❗️ Warning _(e.g. missing/risky license)_
- 👨💻 Contributors count from GitHub
- 🔀 Fork count from GitHub
- 📋 Issue count from GitHub
- ⏱️ Last update timestamp on package manager
- 📥 Download count from package manager
- 📦 Number of dependent projects
- 
Official implementation
- 
Python codebase
- 
TypeScript (or JavaScript) codebase
- 
Go codebase
- 
Rust codebase
- 
C# Codebase
- 
Java codebase
- 
C/C++ codebase
- 
Ruby codebase
- 
Cloud Service
- 
Local Service
- 
Embedded Systems
- 
For macOS
- 
For Windows
- 
For Linux
## Aggregators
_MCP servers for aggregators_
mindsdb/mindsdb (🥇28 · ⭐ 35K) - Connect and unify data across various platforms and databases with MindsDB as a single MCP server. ❗Unlicensed
- [GitHub](https://github.com/mindsdb/mindsdb) (👨💻 880 · 🔀 5.7K · 📋 4.3K - 0% open · ⏱️ 31.08.2025)
metatool-ai/metamcp (🥇21 · ⭐ 1.2K) - MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI. MIT
- [GitHub](https://github.com/metatool-ai/metamcp) (👨💻 8 · 🔀 170 · 📋 87 - 16% open · ⏱️ 31.08.2025)
julien040/anyquery (🥈20 · ⭐ 1.3K) - Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible.. ❗Unlicensed
- [GitHub](https://github.com/julien040/anyquery) (👨💻 5 · 🔀 76 · 📥 9K · 📦 42 · 📋 30 - 16% open · ⏱️ 09.08.2025)
mcpjungle/MCPJungle (🥈18 · ⭐ 410 · 🐣) - Self-hosted MCP Server registry for enterprise AI Agents. MPL-2.0
- [GitHub](https://github.com/mcpjungle/MCPJungle) (👨💻 5 · 🔀 55 · 📥 480 · 📋 38 - 44% open · ⏱️ 31.08.2025)
1mcp-app/agent (🥈14 · ⭐ 95 · 🐣) - A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one. Apache-2
- [GitHub](https://github.com/1mcp-app/agent) (👨💻 3 · 🔀 14 · 📦 1 · 📋 3 - 33% open · ⏱️ 29.08.2025)
sxhxliang/mcp-access-point (🥉12 · ⭐ 120 · 🐣) - Turn a web service into an MCP server in one click without making any code changes. MIT
- [GitHub](https://github.com/sxhxliang/mcp-access-point) (👨💻 3 · 🔀 20 · 📋 9 - 11% open · ⏱️ 10.08.2025)
sitbon/magg (🥉12 · ⭐ 62 · 🐣) - Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate.. ❗️AGPL-3.0
- [GitHub](https://github.com/sitbon/magg) (🔀 14 · 📥 11 · ⏱️ 07.08.2025)
VeriTeknik/pluggedin-mcp-proxy (🥉10 · ⭐ 87 · 🐣) - A comprehensive proxy server that combines multiple MCP servers into a single interface with extensive visibility.. Apache-2
- [GitHub](https://github.com/VeriTeknik/pluggedin-mcp-proxy) (👨💻 4 · 🔀 15 · ⏱️ 23.07.2025)
wegotdocs/open-mcp (🥉7 · ⭐ 250 · 🐣) - Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org. ❗Unlicensed
- [GitHub](https://github.com/wegotdocs/open-mcp) (👨💻 2 · 🔀 27 · 📋 3 - 33% open · ⏱️ 25.07.2025)
SureScaleAI/openai-gpt-image-mcp (🥉5 · ⭐ 70 · 🐣) - OpenAI GPT image generation/editing MCP server. MIT
- [GitHub](https://github.com/SureScaleAI/openai-gpt-image-mcp) (👨💻 2 · 🔀 21 · ⏱️ 31.05.2025)
tigranbs/mcgravity (🥉5 · ⭐ 68 · 🐣) - A proxy tool for composing multiple MCP servers into one unified endpoint. Scale your AI tools by load balancing.. Apache-2
- [GitHub](https://github.com/tigranbs/mcgravity) (🔀 3 · 📥 3 · 📋 2 - 50% open · ⏱️ 18.04.2025)
## Art & Culture
_MCP servers for art and culture_
ahujasid/blender-mcp (🥇18 · ⭐ 13K · 🐣) - MCP server for working with Blender. MIT
- [GitHub](https://github.com/ahujasid/blender-mcp) (👨💻 14 · 🔀 1.2K · 📋 86 - 17% open · ⏱️ 21.08.2025)
burningion/video-editing-mcp (🥈10 · ⭐ 210) - Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection. ❗Unlicensed
- [GitHub](https://github.com/burningion/video-editing-mcp) (👨💻 3 · 🔀 26 · ⏱️ 31.08.2025)
abhiemj/manim-mcp-server (🥈9 · ⭐ 450 · 🐣) - A local MCP server that generates animations using Manim. MIT
- [GitHub](https://github.com/abhiemj/manim-mcp-server) (🔀 47 · ⏱️ 19.05.2025)
cantian-ai/bazi-mcp (🥈9 · ⭐ 150 · 🐣) - Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis. ISC
- [GitHub](https://github.com/cantian-ai/bazi-mcp) (👨💻 5 · 🔀 46 · 📋 2 - 50% open · ⏱️ 09.07.2025)
omni-mcp/isaac-sim-mcp (🥉8 · ⭐ 78 · 🐣) - A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc. MIT
- [GitHub](https://github.com/omni-mcp/isaac-sim-mcp) (👨💻 2 · 🔀 17 · 📋 4 - 25% open · ⏱️ 23.04.2025)
yuna0x0/anilist-mcp (🥉8 · ⭐ 51 · 🐣) - A MCP server integrating AniList API for anime and manga information. MIT
- [GitHub](https://github.com/yuna0x0/anilist-mcp) (👨💻 2 · 🔀 7 · 📦 1 · 📋 2 - 50% open · ⏱️ 24.08.2025)
samuelgursky/davinci-resolve-mcp (🥉7 · ⭐ 300 · 🐣) - MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media.. MIT
- [GitHub](https://github.com/samuelgursky/davinci-resolve-mcp) (👨💻 2 · 🔀 28 · 📋 8 - 75% open · ⏱️ 02.04.2025)
r-huijts/rijksmuseum-mcp (🥉6 · ⭐ 55 · 💤) - Rijksmuseum API integration for artwork search, details, and collections. MIT
- [GitHub](https://github.com/r-huijts/rijksmuseum-mcp) (👨💻 2 · 🔀 11 · 📋 3 - 66% open · ⏱️ 07.02.2025)
diivi/aseprite-mcp (🥉4 · ⭐ 79 · 🐣) - MCP server using the Aseprite API to create pixel art. MIT
- [GitHub](https://github.com/diivi/aseprite-mcp) (🔀 8 · ⏱️ 05.04.2025)
## Browser Automation
_MCP servers for browser automation and web interaction_
microsoft/playwright-mcp (🥇27 · ⭐ 19K · 🐣) - Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility.. Apache-2
- [GitHub](https://github.com/microsoft/playwright-mcp) (👨💻 41 · 🔀 1.4K · 📥 4K · 📋 470 - 8% open · ⏱️ 31.08.2025)
eat-pray-ai/yutu (🥇19 · ⭐ 210) - A fully functional MCP server and CLI for YouTube to automate YouTube operation. Apache-2
- [GitHub](https://github.com/eat-pray-ai/yutu) (👨💻 3 · 🔀 15 · 📥 7K · 📦 3 · 📋 5 - 40% open · ⏱️ 30.08.2025)
executeautomation/mcp-playwright (🥈17 · ⭐ 4.7K) - An MCP server using Playwright for browser automation and webscrapping. MIT
- [GitHub](https://github.com/executeautomation/mcp-playwright) (👨💻 29 · 🔀 400 · 📋 86 - 41% open · ⏱️ 20.06.2025)
browserbase/mcp-server-browserbase (🥈15 · ⭐ 2.5K) - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more). Apache-2
- [GitHub](https://github.com/browserbase/mcp-server-browserbase) (👨💻 12 · 🔀 270 · 📋 26 - 26% open · ⏱️ 29.08.2025)
eyalzh/browser-control-mcp (🥈15 · ⭐ 130 · 🐣) - An MCP server paired with a browser extension that enables LLM clients to control the users browser (Firefox). MIT
- [GitHub](https://github.com/eyalzh/browser-control-mcp) (👨💻 2 · 🔀 28 · 📥 1.2K · 📋 10 - 40% open · ⏱️ 17.08.2025)
BrowserMCP/mcp (🥈14 · ⭐ 4K · 🐣) - Automate your local Chrome browser. Apache-2
- [GitHub](https://github.com/BrowserMCP/mcp) (🔀 280 · 📦 15 · 📋 110 - 69% open · ⏱️ 24.04.2025)
co-browser/browser-use-mcp-server (🥈14 · ⭐ 720 · 🐣) - browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc.. MIT
- [GitHub](https://github.com/co-browser/browser-use-mcp-server) (👨💻 7 · 🔀 97 · 📥 74 · 📋 20 - 50% open · ⏱️ 10.07.2025)
Operative-Sh/web-eval-agent (🥉13 · ⭐ 1.2K · 🐣) - An MCP Server that autonomously debugs web applications with browser-use browser agents. Apache-2
- [GitHub](https://github.com/Operative-Sh/web-eval-agent) (👨💻 6 · 🔀 95 · 📋 11 - 9% open · ⏱️ 25.08.2025)
FradSer/mcp-server-apple-reminders (🥉13 · ⭐ 100) - An MCP server for interacting with Apple Reminders on macOS. MIT
- [GitHub](https://github.com/FradSer/mcp-server-apple-reminders) (👨💻 5 · 🔀 16 · 📋 17 - 41% open · ⏱️ 29.08.2025)
kimtaeyoon83/mcp-server-youtube-transcript (🥉11 · ⭐ 310) - Fetch YouTube subtitles and transcripts for AI analysis. MIT
- [GitHub](https://github.com/kimtaeyoon83/mcp-server-youtube-transcript) (👨💻 6 · 🔀 52 · 📦 4 · 📋 10 - 70% open · ⏱️ 09.05.2025)
Automata-Labs-team/MCP-Server-Playwright (🥉11 · ⭐ 250 · 📉) - An MCP server for browser automation using Playwright. MIT
- [GitHub](https://github.com/Automata-Labs-team/MCP-Server-Playwright) (👨💻 5 · 🔀 33 · 📦 12 · 📋 6 - 83% open · ⏱️ 05.06.2025)
recursechat/mcp-server-apple-shortcuts (🥉7 · ⭐ 240 · 💤) - An MCP Server Integration with Apple Shortcuts. Apache-2
- [GitHub](https://github.com/recursechat/mcp-server-apple-shortcuts) (👨💻 2 · 🔀 22 · 📋 3 - 66% open · ⏱️ 22.12.2024)
blackwhite084/playwright-plus-python-mcp (🥉7 · ⭐ 150 · 💤) - An MCP python server using Playwright for browser automation,more suitable for llm. Apache-2
- [GitHub](https://github.com/blackwhite084/playwright-plus-python-mcp) (👨💻 2 · 🔀 22 · ⏱️ 07.01.2025)
pskill9/web-search (🥉6 · ⭐ 280 · 💤) - An MCP server that enables free web searching using Google search results, with no API keys required. ❗Unlicensed
- [GitHub](https://github.com/pskill9/web-search) (🔀 42 · ⏱️ 30.12.2024)
34892002/bilibili-mcp-js (🥉4 · ⭐ 120 · 🐣) - A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts. ❗Unlicensed
- [GitHub](https://github.com/34892002/bilibili-mcp-js) (🔀 20 · 📋 5 - 60% open · ⏱️ 23.04.2025)
## Biology Medicine and Bioinformatics
_MCP servers for biology, medicine and bioinformatics_
genomoncology/biomcp (🥇15 · ⭐ 280 · 🐣) - Biomedical research MCP server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info. MIT
- [GitHub](https://github.com/genomoncology/biomcp) (👨💻 7 · 🔀 40 · 📦 5 · 📋 18 - 5% open · ⏱️ 23.08.2025)
## Cloud Platforms
_MCP servers for cloud platforms_
awslabs/mcp (🥇24 · ⭐ 6.1K · 🐣) - AWS MCP servers for seamless integration with AWS services and resources. Apache-2
- [GitHub](https://github.com/awslabs/mcp) (👨💻 140 · 🔀 800 · 📦 4 · 📋 320 - 44% open · ⏱️ 29.08.2025)
Flux159/mcp-server-kubernetes (🥇22 · ⭐ 1K) - Typescript implementation of Kubernetes cluster operations for pods, deployments, services. MIT
- [GitHub](https://github.com/Flux159/mcp-server-kubernetes) (👨💻 29 · 🔀 170 · 📥 58 · 📦 8 · 📋 60 - 16% open · ⏱️ 30.08.2025)
weibaohui/k8m (🥇22 · ⭐ 630) - Provides MCP multi-cluster Kubernetes management and operations, featuring a management interface, logging, and nearly.. MIT
- [GitHub](https://github.com/weibaohui/k8m) (👨💻 13 · 🔀 100 · 📥 1.6K · 📋 67 - 19% open · ⏱️ 31.08.2025)
cloudflare/mcp-server-cloudflare (🥈21 · ⭐ 2.9K) - Integration with Cloudflare services including Workers, KV, R2, and D1. Apache-2
- [GitHub](https://github.com/cloudflare/mcp-server-cloudflare) (👨💻 29 · 🔀 250 · 📦 9 · 📋 45 - 37% open · ⏱️ 13.08.2025)
containers/kubernetes-mcp-server (🥈20 · ⭐ 560) - A - powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for any.. Apache-2
- [GitHub](https://github.com/containers/kubernetes-mcp-server) (👨💻 13 · 🔀 100 · 📥 2K · 📋 59 - 37% open · ⏱️ 29.08.2025)
strowk/mcp-k8s-go (🥈17 · ⭐ 340) - Kubernetes cluster operations through MCP. MIT
- [GitHub](https://github.com/strowk/mcp-k8s-go) (👨💻 11 · 🔀 46 · 📥 860 · 📦 1 · 📋 16 - 43% open · ⏱️ 27.08.2025)
weibaohui/kom (🥈16 · ⭐ 130) - Provides MCP multi-cluster Kubernetes management and operations. It can be integrated as an SDK into your own project.. MIT
- [GitHub](https://github.com/weibaohui/kom) (👨💻 3 · 🔀 26 · 📦 8 · 📋 3 - 66% open · ⏱️ 30.08.2025)
alexei-led/aws-mcp-server (🥉13 · ⭐ 160 · 🐣) - A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply.. MIT
- [GitHub](https://github.com/alexei-led/aws-mcp-server) (🔀 24 · 📋 9 - 55% open · ⏱️ 10.04.2025)
reza-gholizade/k8s-mcp-server (🥉13 · ⭐ 74 · 🐣) - A Kubernetes Model Context Protocol (MCP) server that provides tools for interacting with Kubernetes clusters through.. MIT
- [GitHub](https://github.com/reza-gholizade/k8s-mcp-server) (👨💻 7 · 🔀 13 · 📥 38 · 📋 7 - 14% open · ⏱️ 31.08.2025)
rohitg00/kubectl-mcp-server (🥉12 · ⭐ 700 · 🐣) - A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to.. MIT
- [GitHub](https://github.com/rohitg00/kubectl-mcp-server) (👨💻 6 · 🔀 120 · 📋 19 - 47% open · ⏱️ 14.07.2025)
nwiizo/tfmcp (🥉12 · ⭐ 340 · 🐣) - A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading.. MIT
- [GitHub](https://github.com/nwiizo/tfmcp) (👨💻 2 · 🔀 21 · ⏱️ 14.06.2025)
portainer/portainer-mcp (🥉12 · ⭐ 60 · 🐣) - A powerful MCP server that enables AI assistants to seamlessly interact with Portainer instances, providing natural.. ❗️Zlib
- [GitHub](https://github.com/portainer/portainer-mcp) (👨💻 3 · 🔀 11 · 📥 1.2K · 📋 7 - 57% open · ⏱️ 30.06.2025)
alexei-led/k8s-mcp-server (🥉11 · ⭐ 160 · 🐣) - A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (kubectl,.. MIT
- [GitHub](https://github.com/alexei-led/k8s-mcp-server) (🔀 30 · 📋 3 - 66% open · ⏱️ 29.04.2025)
silenceper/mcp-k8s (🥉11 · ⭐ 120 · 🐣) - MCP-K8S is an AI-driven Kubernetes resource management tool that allows users to operate any resources in Kubernetes.. Apache-2
- [GitHub](https://github.com/silenceper/mcp-k8s) (👨💻 5 · 🔀 24 · 📥 300 · 📦 1 · ⏱️ 15.08.2025)
jdubois/azure-cli-mcp (🥉11 · ⭐ 76 · 🐣) - A wrapper around the Azure CLI command line that allows you to talk directly to Azure. MIT
- [GitHub](https://github.com/jdubois/azure-cli-mcp) (👨💻 5 · 🔀 14 · 📥 120 · ⏱️ 27.08.2025)
aliyun/alibaba-cloud-ops-mcp-server (🥉11 · ⭐ 70 · 🐣) - A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS.. Apache-2
- [GitHub](https://github.com/aliyun/alibaba-cloud-ops-mcp-server) (👨💻 4 · 🔀 18 · 📦 1 · ⏱️ 19.08.2025)
pulumi/mcp-server (🥉10 · ⭐ 62 · 🐣) - MCP server for interacting with Pulumi using the Pulumi Automation API and Pulumi Cloud API. Enables MCP clients to.. Apache-2
- [GitHub](https://github.com/pulumi/mcp-server) (👨💻 9 · 🔀 13 · 📦 1 · 📋 15 - 46% open · ⏱️ 22.08.2025)
## Code Execution
_MCP servers for code execution_
dagger/container-use (🥇24 · ⭐ 2.9K · 🐣) - Containerized environments for coding agents. Multiple agents can work independently, isolated in fresh containers and.. Apache-2
- [GitHub](https://github.com/dagger/container-use) (👨💻 30 · 🔀 150 · 📥 10K · 📋 72 - 44% open · ⏱️ 28.08.2025)
alfonsograziano/node-code-sandbox-mcp (🥉9 · ⭐ 92 · 🐣) - A Node.js MCP server that spins up isolated Docker-based sandboxes for executing JavaScript snippets with on-the-fly.. ❗Unlicensed
- [GitHub](https://github.com/alfonsograziano/node-code-sandbox-mcp) (👨💻 7 · 🔀 18 · 📋 44 - 18% open · ⏱️ 31.08.2025)
ckanthony/openapi-mcp (🥉4 · ⭐ 130 · 🐣) - OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API with existing api docs. ❗Unlicensed
- [GitHub](https://github.com/ckanthony/openapi-mcp) (🔀 25 · ⏱️ 22.04.2025)
## Coding Agents
_MCP servers for coding agents_
oraios/serena (🥇27 · ⭐ 11K · 🐣) - A fully-featured coding agent that relies on symbolic code operations by using language servers. MIT
- [GitHub](https://github.com/oraios/serena) (👨💻 64 · 🔀 720 · 📥 140 · 📋 300 - 17% open · ⏱️ 30.08.2025)
ezyang/codemcp (🥈15 · ⭐ 1.5K · 🐣) - Coding agent with basic read, write and command line tools. Apache-2
- [GitHub](https://github.com/ezyang/codemcp) (👨💻 9 · 🔀 130 · 📋 64 - 59% open · ⏱️ 04.06.2025)
stippi/code-assistant (🥈14 · ⭐ 91) - Coding agent with basic list, read, replace_in_file, write, execute_command and web search tools. Supports multiple.. MIT
- [GitHub](https://github.com/stippi/code-assistant) (👨💻 7 · 🔀 14 · 📥 140 · 📋 8 - 12% open · ⏱️ 31.08.2025)
juehang/vscode-mcp-server (🥉13 · ⭐ 220 · 🐣) - A MCP Server that allows AI such as Claude to read from the directory structure in a VS Code workspace, see problems.. MIT
- [GitHub](https://github.com/juehang/vscode-mcp-server) (🔀 39 · 📦 4 · 📋 7 - 14% open · ⏱️ 13.06.2025)
rinadelph/Agent-MCP (🥉12 · ⭐ 870 · 🐣) - A framework for creating multi-agent systems using MCP for coordinated AI collaboration, featuring task management,.. ❗Unlicensed
- [GitHub](https://github.com/rinadelph/Agent-MCP) (👨💻 7 · 🔀 100 · 📋 25 - 36% open · ⏱️ 24.08.2025)
tiianhk/MaxMSP-MCP-Server (🥉5 · ⭐ 80 · 🐣) - A coding agent for Max (Max/MSP/Jitter), which is a visual programming language for music and multimedia. MIT
- [GitHub](https://github.com/tiianhk/MaxMSP-MCP-Server) (👨💻 4 · 🔀 8 · 📋 5 - 80% open · ⏱️ 27.08.2025)
## Command Line
_MCP servers for command line_
wonderwhy-er/DesktopCommanderMCP (🥇21 · ⭐ 4.4K) - A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files. MIT
- [GitHub](https://github.com/wonderwhy-er/DesktopCommanderMCP) (👨💻 17 · 🔀 470 · 📋 100 - 54% open · ⏱️ 29.08.2025)
aymericzip/intlayer (🥇21 · ⭐ 300) - A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access.. Apache-2
- [GitHub](https://github.com/aymericzip/intlayer) (👨💻 18 · 🔀 52 · 📦 45 · 📋 78 - 52% open · ⏱️ 31.08.2025)
ferrislucas/iterm-mcp (🥈12 · ⭐ 430) - A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you.. MIT
- [GitHub](https://github.com/ferrislucas/iterm-mcp) (👨💻 6 · 🔀 42 · 📦 1 · 📋 11 - 36% open · ⏱️ 10.08.2025)
g0t4/mcp-server-commands (🥉11 · ⭐ 190) - Run any command with run_command and run_script tools. MIT
- [GitHub](https://github.com/g0t4/mcp-server-commands) (🔀 32 · 📋 4 - 25% open · ⏱️ 17.06.2025)
tumf/mcp-shell-server (🥉11 · ⭐ 130) - A secure shell command execution server implementing the Model Context Protocol (MCP). MIT
- [GitHub](https://github.com/tumf/mcp-shell-server) (👨💻 7 · 🔀 39 · 📦 1 · 📋 2 - 50% open · ⏱️ 12.08.2025)
MladenSU/cli-mcp-server (🥉9 · ⭐ 140) - Command line interface with secure execution and customizable security policies. MIT
- [GitHub](https://github.com/MladenSU/cli-mcp-server) (👨💻 4 · 🔀 22 · 📦 1 · 📋 7 - 57% open · ⏱️ 04.07.2025)
tufantunc/ssh-mcp (🥉8 · ⭐ 74 · 🐣) - MCP server exposing SSH control for Linux and Windows servers via Model Context Protocol. Securely execute remote.. MIT
- [GitHub](https://github.com/tufantunc/ssh-mcp) (🔀 8 · ⏱️ 18.08.2025)
## Communication
_MCP servers for communication and messaging_
korotovsky/slack-mcp-server (🥇19 · ⭐ 580 · 🐣) - The most powerful MCP server for Slack Workspaces. MIT
- [GitHub](https://github.com/korotovsky/slack-mcp-server) (👨💻 14 · 🔀 78 · 📥 1.4K · 📋 46 - 13% open · ⏱️ 24.08.2025)
Softeria/ms-365-mcp-server (🥇18 · ⭐ 230 · 🐣) - MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook,.. MIT
- [GitHub](https://github.com/Softeria/ms-365-mcp-server) (👨💻 13 · 🔀 77 · 📦 3 · 📋 40 - 7% open · ⏱️ 25.08.2025)
joinly-ai/joinly (🥈17 · ⭐ 340 · 🐣) - MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots.. MIT
- [GitHub](https://github.com/joinly-ai/joinly) (👨💻 3 · 🔀 29 · 📋 12 - 25% open · ⏱️ 29.08.2025)
line/line-bot-mcp-server (🥈16 · ⭐ 440 · 🐣) - MCP Server for Integrating LINE Official Account. Apache-2
- [GitHub](https://github.com/line/line-bot-mcp-server) (👨💻 11 · 🔀 71 · 📋 27 - 37% open · ⏱️ 31.08.2025)
lharries/whatsapp-mcp (🥈15 · ⭐ 4.8K · 🐣) - An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups. MIT
- [GitHub](https://github.com/lharries/whatsapp-mcp) (👨💻 4 · 🔀 690 · 📋 63 - 71% open · ⏱️ 13.07.2025)
chigwell/telegram-mcp (🥈14 · ⭐ 300 · 🐣) - Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages,.. Apache-2
- [GitHub](https://github.com/chigwell/telegram-mcp) (👨💻 5 · 🔀 93 · 📋 9 - 77% open · ⏱️ 30.08.2025)
chaindead/telegram-mcp (🥉12 · ⭐ 200 · 🐣) - Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and.. MIT
- [GitHub](https://github.com/chaindead/telegram-mcp) (👨💻 3 · 🔀 20 · 📥 1.3K · 📋 5 - 80% open · ⏱️ 21.08.2025)
InditexTech/mcp-teams-server (🥉10 · ⭐ 310 · 🐣) - MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads). Apache-2
- [GitHub](https://github.com/InditexTech/mcp-teams-server) (👨💻 2 · 🔀 19 · ⏱️ 21.07.2025)
carterlasalle/mac_messages_mcp (🥉9 · ⭐ 160 · 🐣) - An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs.. MIT
- [GitHub](https://github.com/carterlasalle/mac_messages_mcp) (👨💻 4 · 🔀 16 · 📋 6 - 50% open · ⏱️ 28.06.2025)
SaseQ/discord-mcp (🥉9 · ⭐ 56 · 🐣) - A MCP server for the Discord integration. Enable your AI assistants to seamlessly interact with Discord. Enhance your.. MIT
- [GitHub](https://github.com/SaseQ/discord-mcp) (👨💻 5 · 🔀 12 · ⏱️ 11.08.2025)
adhikasp/mcp-twikit (🥉8 · ⭐ 200) - Interact with Twitter search and timeline. MIT
- [GitHub](https://github.com/adhikasp/mcp-twikit) (👨💻 5 · 🔀 25 · ⏱️ 14.03.2025)
ztxtxwd/open-feishu-mcp-server (🥉8 · ⭐ 57 · 🐣) - A Model Context Protocol (MCP) server with built-in Feishu OAuth authentication, supporting remote connections and.. MIT
- [GitHub](https://github.com/ztxtxwd/open-feishu-mcp-server) (👨💻 2 · 🔀 5 · 📋 22 - 31% open · ⏱️ 05.08.2025)
areweai/tsgram-mcp (🥉7 · ⭐ 84 · 🐣) - TSgram: Telegram + Claude with local workspace access on your phone in typescript. Read, write, and vibe code on the.. MIT
- [GitHub](https://github.com/areweai/tsgram-mcp) (👨💻 2 · 🔀 20 · ⏱️ 26.06.2025)
zcaceres/gtasks-mcp (🥉6 · ⭐ 80 · 💤) - An MCP server to Manage Google Tasks. MIT
- [GitHub](https://github.com/zcaceres/gtasks-mcp) (👨💻 2 · 🔀 27 · ⏱️ 02.02.2025)
hannesrudolph/imessage-query-fastmcp-mcp-server (🥉4 · ⭐ 67) - An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs.. ❗Unlicensed
- [GitHub](https://github.com/hannesrudolph/imessage-query-fastmcp-mcp-server) (👨💻 3 · 🔀 12 · ⏱️ 27.05.2025)
## Customer Data Platforms
_MCP servers for customer data platforms_
antvis/mcp-server-chart (🥇18 · ⭐ 2.6K · 🐣) - A Model Context Protocol server for generating visual charts using AntV. MIT
- [GitHub](https://github.com/antvis/mcp-server-chart) (👨💻 13 · 🔀 240 · 📦 6 · 📋 100 - 19% open · ⏱️ 22.08.2025)
hustcc/mcp-echarts (🥈11 · ⭐ 68 · 🐣) - Generate visual charts using Apache ECharts with AI MCP dynamically. MIT
- [GitHub](https://github.com/hustcc/mcp-echarts) (👨💻 7 · 🔀 11 · ⏱️ 22.08.2025)
OpenDataMCP/OpenDataMCP (🥉9 · ⭐ 130 · 💤) - Connect any Open Data to any LLM with Model Context Protocol. MIT
- [GitHub](https://github.com/OpenDataMCP/OpenDataMCP) (🔀 16 · 📥 38 · 📋 5 - 60% open · ⏱️ 20.12.2024)
hustcc/mcp-mermaid (🥉6 · ⭐ 150 · 🐣) - Generate mermaid diagram and chart with AI MCP dynamically. MIT
- [GitHub](https://github.com/hustcc/mcp-mermaid) (👨💻 4 · 🔀 15 · 📋 2 - 50% open · ⏱️ 17.08.2025)
tinybirdco/mcp-tinybird (🥉6 · ⭐ 70) - An MCP server to interact with a Tinybird Workspace from any MCP client. Apache-2
- [GitHub](https://github.com/tinybirdco/mcp-tinybird) (👨💻 8 · 🔀 14 · 📦 1 · 📋 2 - 50% open · ⏱️ 21.08.2025)
## Databases
_MCP servers for database integration and management_
googleapis/genai-toolbox (🥇24 · ⭐ 10K) - Open source MCP server specializing in easy, fast, and secure tools for Databases. Apache-2
- [GitHub](https://github.com/googleapis/genai-toolbox) (👨💻 55 · 🔀 780 · 📋 220 - 39% open · ⏱️ 29.08.2025)
Canner/wren-engine (🥇21 · ⭐ 420) - The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents. Apache-2
- [GitHub](https://github.com/Canner/wren-engine) (👨💻 22 · 🔀 120 · 📥 120 · 📋 290 - 13% open · ⏱️ 29.08.2025)
supabase-community/supabase-mcp (🥇20 · ⭐ 2K) - Official Supabase MCP server to connect AI assistants directly with your Supabase project and allows them to perform.. Apache-2
- [GitHub](https://github.com/supabase-community/supabase-mcp) (👨💻 7 · 🔀 210 · 📋 61 - 70% open · ⏱️ 28.08.2025)
bram2w/baserow (🥇18 · ⭐ 2.9K) - Baserow database integration with table search, list, and row create, read, update, and delete capabilities. ❗Unlicensed
- [GitHub](https://github.com/bram2w/baserow) (👨💻 82 · 🔀 380 · ⏱️ 26.08.2025)
neo4j-contrib/mcp-neo4j (🥇18 · ⭐ 660) - Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances). MIT
- [GitHub](https://github.com/neo4j-contrib/mcp-neo4j) (👨💻 11 · 🔀 160 · 📥 540 · 📋 46 - 63% open · ⏱️ 20.08.2025)
centralmind/gateway (🥇18 · ⭐ 460) - MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL,.. Apache-2
- [GitHub](https://github.com/centralmind/gateway) (👨💻 10 · 🔀 54 · 📥 860 · 📋 48 - 27% open · ⏱️ 18.07.2025)
benborla/mcp-server-mysql (🥈17 · ⭐ 750) - MySQL database integration in NodeJS with configurable access controls and schema inspection. MIT
- [GitHub](https://github.com/benborla/mcp-server-mysql) (👨💻 15 · 🔀 110 · 📋 58 - 37% open · ⏱️ 14.08.2025)
gannonh/firebase-mcp (🥈17 · ⭐ 200 · 🐣) - Firebase services including Auth, Firestore and Storage. MIT
- [GitHub](https://github.com/gannonh/firebase-mcp) (👨💻 4 · 🔀 38 · 📦 4 · 📋 30 - 3% open · ⏱️ 26.05.2025)
pab1it0/prometheus-mcp-server (🥈16 · ⭐ 200 · 🐣) - Query and analyze Prometheus, open-source monitoring system. MIT
- [GitHub](https://github.com/pab1it0/prometheus-mcp-server) (👨💻 7 · 🔀 43 · 📥 72 · 📋 18 - 5% open · ⏱️ 28.08.2025)
qdrant/mcp-server-qdrant (🥈15 · ⭐ 890) - A Qdrant MCP server. Apache-2
- [GitHub](https://github.com/qdrant/mcp-server-qdrant) (👨💻 7 · 🔀 130 · 📦 5 · 📋 23 - 60% open · ⏱️ 19.08.2025)
redis/mcp-redis (🥈15 · ⭐ 220 · 🐣) - The Redis official MCP Server offers an interface to manage and search data in Redis. MIT
- [GitHub](https://github.com/redis/mcp-redis) (👨💻 16 · 🔀 52 · 📋 12 - 33% open · ⏱️ 20.08.2025)
crystaldba/postgres-mcp (🥈14 · ⭐ 1K · 🐣) - All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health.. MIT
- [GitHub](https://github.com/crystaldba/postgres-mcp) (👨💻 4 · 🔀 110 · 📥 68 · 📦 4 · 📋 20 - 75% open · ⏱️ 16.05.2025)
chroma-core/chroma-mcp (🥈14 · ⭐ 320) - Chroma MCP server to access local and cloud Chroma instances for retrieval capabilities. Apache-2
- [GitHub](https://github.com/chroma-core/chroma-mcp) (👨💻 4 · 🔀 57 · 📥 54 · 📋 18 - 38% open · ⏱️ 14.08.2025)
FreePeak/db-mcp-server (🥈14 · ⭐ 280 · 🐣) - A high-performance multi-database MCP server built with Golang, supporting MySQL & PostgreSQL (NoSQL coming soon)... MIT
- [GitHub](https://github.com/FreePeak/db-mcp-server) (👨💻 3 · 🔀 32 · 📋 18 - 44% open · ⏱️ 08.05.2025)
kiliczsh/mcp-mongo-server (🥈14 · ⭐ 260) - A Model Context Protocol Server for MongoDB. MIT
- [GitHub](https://github.com/kiliczsh/mcp-mongo-server) (👨💻 7 · 🔀 48 · 📦 3 · ⏱️ 27.05.2025)
XGenerationLab/xiyan_mcp_server (🥈14 · ⭐ 200 · 🐣) - An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the.. Apache-2
- [GitHub](https://github.com/XGenerationLab/xiyan_mcp_server) (👨💻 6 · 🔀 37 · 📥 24 · 📋 13 - 69% open · ⏱️ 21.08.2025)
cr7258/elasticsearch-mcp-server (🥈14 · ⭐ 200) - MCP Server implementation that provides Elasticsearch interaction. Apache-2
- [GitHub](https://github.com/cr7258/elasticsearch-mcp-server) (👨💻 6 · 🔀 40 · 📋 10 - 50% open · ⏱️ 23.08.2025)
furey/mongodb-lens (🥈14 · ⭐ 180 · 🐣) - MongoDB Lens: Full Featured MCP Server for MongoDB Databases. MIT
- [GitHub](https://github.com/furey/mongodb-lens) (👨💻 3 · 🔀 21 · 📦 2 · ⏱️ 23.04.2025)
isaacwasserman/mcp-snowflake-server (🥈14 · ⭐ 160) - Snowflake integration implementing read and (optional) write operations as well as insight tracking. ❗️GPL-3.0
- [GitHub](https://github.com/isaacwasserman/mcp-snowflake-server) (👨💻 9 · 🔀 66 · 📋 17 - 41% open · ⏱️ 05.08.2025)
confluentinc/mcp-confluent (🥈14 · ⭐ 96) - Confluent integration to interact with Confluent Kafka and Confluent Cloud REST APIs. MIT
- [GitHub](https://github.com/confluentinc/mcp-confluent) (👨💻 9 · 🔀 27 · 📦 1 · 📋 9 - 22% open · ⏱️ 09.07.2025)
designcomputer/mysql_mcp_server (🥉13 · ⭐ 820 · 📉) - MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines. MIT
- [GitHub](https://github.com/designcomputer/mysql_mcp_server) (👨💻 7 · 🔀 180 · 📋 51 - 74% open · ⏱️ 05.06.2025)
xing5/mcp-google-sheets (🥉13 · ⭐ 370 · 🐣) - A Model Context Protocol server for interacting with Google Sheets. This server provides tools to create, read,.. MIT
- [GitHub](https://github.com/xing5/mcp-google-sheets) (👨💻 8 · 🔀 93 · 📋 25 - 20% open · ⏱️ 26.08.2025)
domdomegg/airtable-mcp-server (🥉13 · ⭐ 280) - Airtable database integration with schema inspection, read and write capabilities. MIT
- [GitHub](https://github.com/domdomegg/airtable-mcp-server) (👨💻 6 · 🔀 79 · 📦 5 · 📋 21 - 23% open · ⏱️ 03.08.2025)
wenb1n-dev/mysql_mcp_server_pro (🥉13 · ⭐ 250 · 🐣) - Supports SSE, STDIO; not only limited to MySQLs CRUD functionality; also includes database exception analysis.. MIT
- [GitHub](https://github.com/wenb1n-dev/mysql_mcp_server_pro) (👨💻 2 · 🔀 30 · 📋 39 - 23% open · ⏱️ 28.08.2025)
tuannvm/mcp-trino (🥉13 · ⭐ 58 · 🐣) - A Go implementation of a Model Context Protocol (MCP) server for Trino. ❗Unlicensed
- [GitHub](https://github.com/tuannvm/mcp-trino) (👨💻 8 · 🔀 20 · 📥 890 · 📋 11 - 27% open · ⏱️ 26.08.2025)
alexander-zuev/supabase-mcp-server (🥉12 · ⭐ 790) - Supabase MCP Server with support for SQL query execution and database exploration tools. Apache-2
- [GitHub](https://github.com/alexander-zuev/supabase-mcp-server) (👨💻 2 · 🔀 90 · 📋 44 - 6% open · ⏱️ 05.08.2025)
ClickHouse/mcp-clickhouse (🥉12 · ⭐ 510) - ClickHouse database integration with schema inspection and query capabilities. Apache-2
- [GitHub](https://github.com/ClickHouse/mcp-clickhouse) (👨💻 16 · 🔀 95 · 📋 26 - 53% open · ⏱️ 01.08.2025)
neondatabase-labs/mcp-server-neon (🥉12 · ⭐ 440) - An MCP Server for creating and managing Postgres databases using Neon Serverless Postgres. MIT
- [GitHub](https://github.com/neondatabase-labs/mcp-server-neon) (👨💻 12 · 🔀 71 · 📋 21 - 33% open · ⏱️ 28.08.2025)
runekaagaard/mcp-alchemy (🥉12 · ⭐ 310) - Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server.. MPL-2.0
- [GitHub](https://github.com/runekaagaard/mcp-alchemy) (👨💻 6 · 🔀 51 · ⏱️ 15.08.2025)
ktanaka101/mcp-server-duckdb (🥉12 · ⭐ 150) - DuckDB database integration with schema inspection and query capabilities. MIT
- [GitHub](https://github.com/ktanaka101/mcp-server-duckdb) (👨💻 4 · 🔀 15 · 📦 1 · 📋 9 - 22% open · ⏱️ 05.05.2025)
ergut/mcp-bigquery-server (🥉11 · ⭐ 120) - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying.. MIT
- [GitHub](https://github.com/ergut/mcp-bigquery-server) (👨💻 4 · 🔀 25 · 📦 2 · 📋 6 - 50% open · ⏱️ 03.04.2025)
LucasHild/mcp-server-bigquery (🥉10 · ⭐ 120) - BigQuery database integration with schema inspection and query capabilities. MIT
- [GitHub](https://github.com/LucasHild/mcp-server-bigquery) (👨💻 5 · 🔀 31 · 📋 9 - 22% open · ⏱️ 30.05.2025)
zilliztech/mcp-server-milvus (🥉9 · ⭐ 170 · 🐣) - MCP Server for Milvus / Zilliz, making it possible to interact with your database. Apache-2
- [GitHub](https://github.com/zilliztech/mcp-server-milvus) (👨💻 7 · 🔀 46 · 📋 15 - 66% open · ⏱️ 05.06.2025)
QuantGeekDev/mongo-mcp (🥉9 · ⭐ 170) - MongoDB integration that enables LLMs to interact directly with databases. MIT
- [GitHub](https://github.com/QuantGeekDev/mongo-mcp) (👨💻 2 · 🔀 30 · 📦 2 · ⏱️ 15.03.2025)
aliyun/alibabacloud-tablestore-mcp-server (🥉8 · ⭐ 140 · 🐣) - MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and.. Apache-2
- [GitHub](https://github.com/aliyun/alibabacloud-tablestore-mcp-server) (🔀 35 · ⏱️ 28.04.2025)
TheRaLabs/legion-mcp (🥉8 · ⭐ 63 · 🐣) - Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL,.. ❗️GPL-3.0
- [GitHub](https://github.com/TheRaLabs/legion-mcp) (🔀 14 · ⏱️ 11.05.2025)
ChristianHinge/dicom-mcp (🥉8 · ⭐ 62 · 🐣) - DICOM integration to query, read, and move medical images and reports from PACS and other DICOM compliant systems. MIT
- [GitHub](https://github.com/ChristianHinge/dicom-mcp) (👨💻 2 · 🔀 18 · 📋 2 - 50% open · ⏱️ 05.05.2025)
sirmews/mcp-pinecone (🥉7 · ⭐ 140 · 💤) - Pinecone integration with vector search capabilities. MIT
- [GitHub](https://github.com/sirmews/mcp-pinecone) (👨💻 2 · 🔀 29 · ⏱️ 31.01.2025)
f4ww4z/mcp-mysql-server (🥉7 · ⭐ 110) - Node.js-based MySQL database integration that provides secure MySQL database operations. MIT
- [GitHub](https://github.com/f4ww4z/mcp-mysql-server) (👨💻 7 · 🔀 24 · 📋 11 - 72% open · ⏱️ 03.05.2025)
weaviate/mcp-server-weaviate (🥉5 · ⭐ 150) - An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory.. ❗Unlicensed
- [GitHub](https://github.com/weaviate/mcp-server-weaviate) (🔀 38 · 📋 3 - 66% open · ⏱️ 22.05.2025)
hannesrudolph/sqlite-explorer-fastmcp-mcp-server (🥉3 · ⭐ 84) - An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This.. ❗Unlicensed
- [GitHub](https://github.com/hannesrudolph/sqlite-explorer-fastmcp-mcp-server) (👨💻 2 · 🔀 21 · 📋 3 - 66% open · ⏱️ 18.07.2025)
## Data Platforms
_MCP servers for data platforms_
dbt-labs/dbt-mcp (🥇19 · ⭐ 360 · 🐣) - Official MCP server for dbt (data build tool) providing integration with dbt Core/Cloud CLI, project metadata.. Apache-2
- [GitHub](https://github.com/dbt-labs/dbt-mcp) (👨💻 22 · 🔀 52 · 📋 51 - 31% open · ⏱️ 28.08.2025)
keboola/mcp-server (🥇19 · ⭐ 68) - interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola.. MIT
- [GitHub](https://github.com/keboola/mcp-server) (👨💻 24 · 🔀 16 · ⏱️ 29.08.2025)
## Data Science Tools
_MCP servers for data science tools_
MigoXLab/dingo (🥇17 · ⭐ 380) - MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingos rule-.. Apache-2
- [GitHub](https://github.com/MigoXLab/dingo) (👨💻 13 · 🔀 38 · 📋 15 - 13% open · ⏱️ 30.08.2025)
datalayer/jupyter-mcp-server (🥈13 · ⭐ 640) - Model Context Protocol (MCP) Server for Jupyter. BSD-3
- [GitHub](https://github.com/datalayer/jupyter-mcp-server) (👨💻 10 · 🔀 110 · 📋 19 - 47% open · ⏱️ 22.08.2025)
optuna/optuna-mcp (🥈13 · ⭐ 51 · 🐣) - Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with Optuna. MIT
- [GitHub](https://github.com/optuna/optuna-mcp) (👨💻 6 · 🔀 16 · ⏱️ 26.08.2025)
zcaceres/markdownify-mcp (🥉12 · ⭐ 2.1K) - An MCP server to convert almost any file or web content into Markdown. MIT
- [GitHub](https://github.com/zcaceres/markdownify-mcp) (👨💻 6 · 🔀 170 · 📋 17 - 64% open · ⏱️ 19.05.2025)
reading-plus-ai/mcp-server-data-exploration (🥉8 · ⭐ 470) - Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort. MIT
- [GitHub](https://github.com/reading-plus-ai/mcp-server-data-exploration) (👨💻 2 · 🔀 54 · ⏱️ 22.03.2025)
jjsantos01/jupyter-notebook-mcp (🥉7 · ⭐ 100 · 🐣) - connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks. MIT
- [GitHub](https://github.com/jjsantos01/jupyter-notebook-mcp) (🔀 19 · ⏱️ 31.03.2025)
ChronulusAI/chronulus-mcp (🥉7 · ⭐ 97) - Predict anything with Chronulus AI forecasting and prediction agents. MIT
- [GitHub](https://github.com/ChronulusAI/chronulus-mcp) (🔀 15 · ⏱️ 23.04.2025)
kdqed/zaturn (🥉7 · ⭐ 57 · 🐣) - Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations. MIT
- [GitHub](https://github.com/kdqed/zaturn) (👨💻 2 · 🔀 7 · ⏱️ 29.08.2025)
## Developer Tools
_MCP servers for developer tools_
GLips/Figma-Context-MCP (🥇20 · ⭐ 10K) - Provide coding agents direct access to Figma data to help them one-shot design implementation. MIT
- [GitHub](https://github.com/GLips/Figma-Context-MCP) (👨💻 20 · 🔀 820 · 📋 130 - 17% open · ⏱️ 27.08.2025)
mobile-next/mobile-mcp (🥇19 · ⭐ 1.9K · 🐣) - MCP Server for Android/iOS application and device automation, development and app scraping... Apache-2
- [GitHub](https://github.com/mobile-next/mobile-mcp) (👨💻 15 · 🔀 180 · 📦 2 · 📋 110 - 35% open · ⏱️ 26.08.2025)
haris-musa/excel-mcp-server (🥇18 · ⭐ 2.2K) - An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts,.. MIT
- [GitHub](https://github.com/haris-musa/excel-mcp-server) (👨💻 9 · 🔀 240 · 📋 46 - 47% open · ⏱️ 06.08.2025)
cjo4m06/mcp-shrimp-task-manager (🥇17 · ⭐ 1.6K · 🐣) - A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-.. MIT
- [GitHub](https://github.com/cjo4m06/mcp-shrimp-task-manager) (👨💻 9 · 🔀 180 · 📦 3 · 📋 65 - 30% open · ⏱️ 21.08.2025)
idosal/git-mcp (🥇16 · ⭐ 5.9K · 🐣) - gitmcp.io is a generic remote MCP server to connect to ANY GitHub repository or project for documentation. Apache-2
- [GitHub](https://github.com/idosal/git-mcp) (👨💻 13 · 🔀 450 · 📋 49 - 57% open · ⏱️ 22.08.2025)
gitkraken/gk-cli (🥇16 · ⭐ 270) - A CLI for interacting with GitKraken APIs. Includes an MCP server via gk mcp that not only wraps GitKraken APIs, but.. ❗Unlicensed
- [GitHub](https://github.com/gitkraken/gk-cli) (👨💻 6 · 🔀 190 · 📥 170K · 📋 60 - 6% open · ⏱️ 26.06.2025)
SDGLBL/mcp-claude-code (🥇16 · ⭐ 260 · 🐣) - An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project.. MIT
- [GitHub](https://github.com/SDGLBL/mcp-claude-code) (👨💻 4 · 🔀 24 · 📥 160 · 📋 17 - 5% open · ⏱️ 29.08.2025)
janreges/ai-distiller (🥇16 · ⭐ 86 · 🐣) - Extracts essential code structure from large codebases into AI-digestible format, helping AI agents write code that.. MIT
- [GitHub](https://github.com/janreges/ai-distiller) (🔀 10 · 📥 840 · 📋 7 - 57% open · ⏱️ 03.08.2025)
joshuayoes/ios-simulator-mcp (🥈15 · ⭐ 970 · 🐣) - A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS.. MIT
- [GitHub](https://github.com/joshuayoes/ios-simulator-mcp) (👨💻 7 · 🔀 45 · 📦 1 · 📋 18 - 44% open · ⏱️ 16.08.2025)
vivekVells/mcp-pandoc (🥈15 · ⭐ 380) - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and.. MIT
- [GitHub](https://github.com/vivekVells/mcp-pandoc) (👨💻 9 · 🔀 49 · 📋 17 - 17% open · ⏱️ 30.08.2025)
utensils/mcp-nixos (🥈15 · ⭐ 260 · 🐣) - MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-.. MIT
- [GitHub](https://github.com/utensils/mcp-nixos) (👨💻 5 · 🔀 12 · 📦 1 · 📋 16 - 31% open · ⏱️ 16.08.2025)
Jpisnice/shadcn-ui-mcp-server (🥈14 · ⭐ 2.1K · 🐣) - MCP server that gives AI assistants seamless access to shadcn/ui v4 components, blocks, demos, and metadata. MIT
- [GitHub](https://github.com/Jpisnice/shadcn-ui-mcp-server) (👨💻 5 · 🔀 220 · 📋 17 - 35% open · ⏱️ 25.08.2025)
isaacphi/mcp-language-server (🥈14 · ⭐ 1K) - MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools.. BSD-3
- [GitHub](https://github.com/isaacphi/mcp-language-server) (👨💻 4 · 🔀 61 · 📦 3 · 📋 36 - 50% open · ⏱️ 03.06.2025)
bgauryy/octocode-mcp (🥈14 · ⭐ 420 · 🐣) - AI-powered developer assistant that enables advanced research, analysis and discovery across GitHub and NPM realms in.. MIT
- [GitHub](https://github.com/bgauryy/octocode-mcp) (👨💻 3 · 🔀 27 · 📋 3 - 33% open · ⏱️ 27.08.2025)
jasonjmcghee/claude-debugs-for-you (🥈14 · ⭐ 420) - An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and.. MIT
- [GitHub](https://github.com/jasonjmcghee/claude-debugs-for-you) (👨💻 4 · 🔀 35 · 📥 140 · 📋 20 - 45% open · ⏱️ 12.08.2025)
sapientpants/sonarqube-mcp-server (🥈14 · ⭐ 90 · 🐣) - A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code.. MIT
- [GitHub](https://github.com/sapientpants/sonarqube-mcp-server) (👨💻 2 · 🔀 13 · 📦 1 · 📋 54 - 7% open · ⏱️ 19.08.2025)
yangkyeongmo/mcp-server-apache-airflow (🥈14 · ⭐ 82) - MCP server that connects to Apache Airflow using official client. MIT
- [GitHub](https://github.com/yangkyeongmo/mcp-server-apache-airflow) (👨💻 7 · 🔀 23 · 📋 15 - 40% open · ⏱️ 21.08.2025)
zillow/auto-mobile (🥈14 · ⭐ 50 · 🐣) - Tool suite built around an MCP server for Android automation for developer workflow and testing. Apache-2
- [GitHub](https://github.com/zillow/auto-mobile) (👨💻 8 · 🔀 3 · 📥 110 · ⏱️ 05.08.2025)
JetBrains/mcp-jetbrains (🥈13 · ⭐ 920) - Connect to JetBrains IDE. Apache-2
- [GitHub](https://github.com/JetBrains/mcp-jetbrains) (👨💻 6 · 🔀 64 · 📥 59 · 📦 1 · 📋 66 - 46% open · ⏱️ 18.08.2025)
Govcraft/rust-docs-mcp-server (🥈13 · ⭐ 180 · 🐣) - Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search.. MIT
- [GitHub](https://github.com/Govcraft/rust-docs-mcp-server) (👨💻 4 · 🔀 24 · 📥 270 · 📋 10 - 70% open · ⏱️ 23.06.2025)
21st-dev/magic-mcp (🥉12 · ⭐ 3.5K) - Create crafted UI components inspired by the best 21st.dev design engineers. ❗Unlicensed
- [GitHub](https://github.com/21st-dev/magic-mcp) (👨💻 6 · 🔀 240 · 📦 13 · 📋 19 - 52% open · ⏱️ 09.06.2025)
InditexTech/mcp-server-simulator-ios-idb (🥉12 · ⭐ 230 · 🐣) - A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through.. Apache-2
- [GitHub](https://github.com/InditexTech/mcp-server-simulator-ios-idb) (👨💻 6 · 🔀 17 · 📋 5 - 20% open · ⏱️ 25.04.2025)
hyperb1iss/droidmind (🥉12 · ⭐ 230 · 🐣) - Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation.. Apache-2
- [GitHub](https://github.com/hyperb1iss/droidmind) (🔀 31 · 📋 9 - 33% open · ⏱️ 16.05.2025)
admica/FileScopeMCP (🥉12 · ⭐ 220 · 🐣) - Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and.. ❗️GPL-3.0
- [GitHub](https://github.com/admica/FileScopeMCP) (👨💻 4 · 🔀 21 · 📋 9 - 66% open · ⏱️ 14.07.2025)
robotmcp/ros-mcp-server (🥉12 · ⭐ 220 · 🐣) - The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control.. Apache-2
- [GitHub](https://github.com/robotmcp/ros-mcp-server) (👨💻 5 · 🔀 40 · 📋 11 - 63% open · ⏱️ 28.08.2025)
aashari/mcp-server-atlassian-bitbucket (🥉12 · ⭐ 71 · 🐣) - Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repositories, pull requests, workspaces,.. ❗Unlicensed
- [GitHub](https://github.com/aashari/mcp-server-atlassian-bitbucket) (👨💻 6 · 🔀 27 · 📦 1 · 📋 21 - 28% open · ⏱️ 15.08.2025)
r-huijts/xcode-mcp-server (🥉11 · ⭐ 310) - Xcode integration for project management, file operations, and build automation. MIT
- [GitHub](https://github.com/r-huijts/xcode-mcp-server) (👨💻 3 · 🔀 20 · ⏱️ 26.08.2025)
TencentEdgeOne/edgeone-pages-mcp (🥉11 · ⭐ 270 · 🐣) - An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL. MIT
- [GitHub](https://github.com/TencentEdgeOne/edgeone-pages-mcp) (🔀 32 · 📦 3 · 📋 12 - 33% open · ⏱️ 11.08.2025)
biegehydra/BifrostMCP (🥉11 · ⭐ 170 · 🐣) - Connect to VSCode ide and use semantic tools like find_usages. ❗️AGPL-3.0
- [GitHub](https://github.com/biegehydra/BifrostMCP) (👨💻 5 · 🔀 31 · 📋 17 - 35% open · ⏱️ 15.07.2025)
tumf/mcp-text-editor (🥉11 · ⭐ 150) - A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage. MIT
- [GitHub](https://github.com/tumf/mcp-text-editor) (👨💻 9 · 🔀 20 · 📦 1 · 📋 6 - 33% open · ⏱️ 04.05.2025)
CircleCI-Public/mcp-server-circleci (🥉11 · ⭐ 59 · 🐣) - Enable AI Agents to fix build failures from CircleCI. ❗Unlicensed
- [GitHub](https://github.com/CircleCI-Public/mcp-server-circleci) (👨💻 18 · 🔀 35 · 📦 2 · 📋 12 - 58% open · ⏱️ 12.08.2025)
janwilmake/openapi-mcp-server (🥉10 · ⭐ 790) - Connect any HTTP/REST API server using an Open API spec (v3). MIT
- [GitHub](https://github.com/janwilmake/openapi-mcp-server) (👨💻 6 · 🔀 83 · 📋 15 - 13% open · ⏱️ 24.05.2025)
delano/postman-mcp-server (🥉10 · ⭐ 130) - Interact with Postman API. MIT
- [GitHub](https://github.com/delano/postman-mcp-server) (👨💻 4 · 🔀 25 · 📋 5 - 60% open · ⏱️ 24.07.2025)
PostHog/mcp (🥉10 · ⭐ 120 · 🐣) - An MCP server for interacting with PostHog analytics, feature flags, error tracking and more. MIT
- [GitHub](https://github.com/PostHog/mcp) (👨💻 7 · 🔀 11 · 📋 20 - 45% open · ⏱️ 29.08.2025)
sammcj/mcp-package-version (🥉10 · ⭐ 110) - An MCP Server to help LLMs suggest the latest stable package versions when writing code. MIT
- [GitHub](https://github.com/sammcj/mcp-package-version) (👨💻 5 · 🔀 22 · 📥 48 · 📦 1 · 📋 4 - 50% open · ⏱️ 14.05.2025)
lamemind/mcp-server-multiverse (🥉10 · ⭐ 70 · 📉) - A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with.. MIT
- [GitHub](https://github.com/lamemind/mcp-server-multiverse) (🔀 12 · 📋 6 - 33% open · ⏱️ 04.06.2025)
automation-ai-labs/mcp-link (🥉9 · ⭐ 520 · 🐣) - Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema). MIT
- [GitHub](https://github.com/automation-ai-labs/mcp-link) (🔀 61 · 📋 9 - 66% open · ⏱️ 03.04.2025)
comet-ml/opik-mcp (🥉9 · ⭐ 160 · 🐣) - Use natural language to explore LLM observability, traces, and monitoring data captured by Opik. Apache-2
- [GitHub](https://github.com/comet-ml/opik-mcp) (👨💻 6 · 🔀 21 · ⏱️ 24.06.2025)
JoshuaRileyDev/app-store-connect-mcp-server (🥉9 · ⭐ 100) - An MCP server to communicate with the App Store Connect API for iOS Developers. MIT
- [GitHub](https://github.com/JoshuaRileyDev/app-store-connect-mcp-server) (👨💻 3 · 🔀 16 · 📋 4 - 25% open · ⏱️ 21.07.2025)
zcaceres/fetch-mcp (🥉8 · ⭐ 580) - An MCP server to flexibly fetch JSON, text, and HTML data. MIT
- [GitHub](https://github.com/zcaceres/fetch-mcp) (👨💻 4 · 🔀 92 · 📋 14 - 42% open · ⏱️ 10.05.2025)
QuantGeekDev/docker-mcp (🥉8 · ⭐ 380 · 💤) - Docker container management and operations through MCP. MIT
- [GitHub](https://github.com/QuantGeekDev/docker-mcp) (👨💻 2 · 🔀 50 · 📦 1 · ⏱️ 14.12.2024)
YuChenSSR/mindmap-mcp-server (🥉8 · ⭐ 180 · 🐣) - A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap. MIT
- [GitHub](https://github.com/YuChenSSR/mindmap-mcp-server) (🔀 15 · 📦 2 · 📋 5 - 40% open · ⏱️ 20.05.2025)
langfuse/mcp-server-langfuse (🥉8 · ⭐ 130 · 💤) - MCP server to access and manage LLM application prompts created with Langfuse) Prompt Management. MIT
- [GitHub](https://github.com/langfuse/mcp-server-langfuse) (🔀 28 · 📋 3 - 66% open · ⏱️ 15.02.2025)
ckreiling/mcp-server-docker (🥉7 · ⭐ 590) - Integrate with Docker to manage containers, images, volumes, and networks. ❗️GPL-3.0
- [GitHub](https://github.com/ckreiling/mcp-server-docker) (👨💻 3 · 🔀 74 · 📋 8 - 87% open · ⏱️ 05.06.2025)
YuChenSSR/multi-ai-advisor-mcp (🥉7 · ⭐ 62 · 🐣) - A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing.. MIT
- [GitHub](https://github.com/YuChenSSR/multi-ai-advisor-mcp) (👨💻 3 · 🔀 16 · ⏱️ 02.04.2025)
ReAPI-com/mcp-openapi (🥉7 · ⭐ 60 · 🐣) - MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate.. MIT
- [GitHub](https://github.com/ReAPI-com/mcp-openapi) (🔀 9 · ⏱️ 30.03.2025)
xzq-xu/jvm-mcp-server (🥉6 · ⭐ 66 · 🐣) - An implementation project of a JVM-based MCP (Model Context Protocol) server. MIT
- [GitHub](https://github.com/xzq-xu/jvm-mcp-server) (👨💻 4 · 🔀 12 · 📋 4 - 50% open · ⏱️ 18.06.2025)
stass/lldb-mcp (🥉6 · ⭐ 53 · 🐣) - A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling. BSD-2
- [GitHub](https://github.com/stass/lldb-mcp) (🔀 4 · ⏱️ 26.03.2025)
pskill9/website-downloader (🥉5 · ⭐ 130 · 💤) - This MCP server provides a tool to download entire websites using wget. It preserves the website structure and.. ❗Unlicensed
- [GitHub](https://github.com/pskill9/website-downloader) (👨💻 3 · 🔀 22 · ⏱️ 24.12.2024)
ShenghaiWang/xcodebuild (🥉5 · ⭐ 73 · 🐣) - Build iOS Xcode workspace/project and feed back errors to llm. MIT
- [GitHub](https://github.com/ShenghaiWang/xcodebuild) (👨💻 3 · 🔀 6 · ⏱️ 15.08.2025)
## Embedded System
_MCP servers for embedded system_
stack-chan/stack-chan (🥇18 · ⭐ 940) - A JavaScript-driven M5Stack-embedded super-kawaii robot with MCP server functionality for AI-controlled interactions.. Apache-2
- [GitHub](https://github.com/stack-chan/stack-chan) (👨💻 18 · 🔀 110 · 📥 37 · 📋 100 - 25% open · ⏱️ 17.07.2025)
horw/esp-mcp (🥉6 · ⭐ 100 · 🐣) - Workflow for fixing build issues in ESP32 series chips using ESP-IDF. ❗Unlicensed
- [GitHub](https://github.com/horw/esp-mcp) (👨💻 4 · 🔀 9 · 📋 35 - 88% open · ⏱️ 02.07.2025)
## File Systems
_MCP servers for file systems_
mark3labs/mcp-filesystem-server (🥇17 · ⭐ 500) - Golang implementation for local file system access. MIT
- [GitHub](https://github.com/mark3labs/mcp-filesystem-server) (👨💻 7 · 🔀 72 · 📥 550 · 📦 15 · 📋 25 - 48% open · ⏱️ 29.06.2025)
8b-is/smart-tree (🥈16 · ⭐ 120 · 🐣) - AI-native directory visualization with semantic analysis, ultra-compressed formats for AI consumption, and 10x token.. MIT
- [GitHub](https://github.com/8b-is/smart-tree) (👨💻 6 · 🔀 12 · 📥 490 · 📋 2 - 50% open · ⏱️ 30.08.2025)
cyberchitta/llm-context.py (🥉11 · ⭐ 260) - Share code context with LLMs via MCP or clipboard. Apache-2
- [GitHub](https://github.com/cyberchitta/llm-context.py) (👨💻 2 · 🔀 19 · 📋 4 - 50% open · ⏱️ 29.08.2025)
mamertofabian/mcp-everything-search (🥉10 · ⭐ 230 · 💤) - Fast Windows file search using Everything SDK. MIT
- [GitHub](https://github.com/mamertofabian/mcp-everything-search) (👨💻 2 · 🔀 26 · 📥 78 · 📋 9 - 88% open · ⏱️ 07.01.2025)
isaacphi/mcp-gdrive (🥉9 · ⭐ 190) - Model Context Protocol (MCP) Server for reading from Google Drive and editing Google Sheets. MIT
- [GitHub](https://github.com/isaacphi/mcp-gdrive) (👨💻 3 · 🔀 60 · 📦 5 · 📋 9 - 66% open · ⏱️ 07.05.2025)
## Finance & Fintech
_MCP servers for finance & fintech_
base/base-mcp (🥇14 · ⭐ 280 · 🐣) - Base Network integration for onchain tools, allowing interaction with Base Network and Coinbase API for wallet.. MIT
- [GitHub](https://github.com/base/base-mcp) (👨💻 7 · 🔀 89 · 📦 1 · 📋 9 - 55% open · ⏱️ 22.04.2025)
armorwallet/armor-crypto-mcp (🥇14 · ⭐ 220 · 🐣) - MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin.. ❗️GPL-3.0
- [GitHub](https://github.com/armorwallet/armor-crypto-mcp) (👨💻 6 · 🔀 32 · ⏱️ 27.05.2025)
polygon-io/mcp_polygon (🥈13 · ⭐ 59 · 🐣) - An MCP server that provides access to Polygon.io financial market data APIs for stocks, indices, forex, options, and.. MIT
- [GitHub](https://github.com/polygon-io/mcp_polygon) (👨💻 6 · 🔀 17 · 📋 6 - 33% open · ⏱️ 29.07.2025)
ferdousbhai/investor-agent (🥈12 · ⭐ 250) - Yahoo Finance integration to fetch stock market data including options recommendations. MIT
- [GitHub](https://github.com/ferdousbhai/investor-agent) (👨💻 5 · 🔀 30 · 📦 1 · ⏱️ 25.08.2025)
alchemyplatform/alchemy-mcp-server (🥈12 · ⭐ 66 · 🐣) - Allow AI agents to interact with Alchemys blockchain APIs. MIT
- [GitHub](https://github.com/alchemyplatform/alchemy-mcp-server) (👨💻 4 · 🔀 17 · ⏱️ 07.08.2025)
mcpdotdirect/evm-mcp-server (🥈11 · ⭐ 310 · 🐣) - Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts,.. MIT
- [GitHub](https://github.com/mcpdotdirect/evm-mcp-server) (👨💻 7 · 🔀 67 · 📦 1 · 📋 6 - 66% open · ⏱️ 29.07.2025)
ariadng/metatrader-mcp-server (🥈10 · ⭐ 90 · 🐣) - Enable AI LLMs to execute trades using MetaTrader 5 platform. MIT
- [GitHub](https://github.com/ariadng/metatrader-mcp-server) (👨💻 2 · 🔀 23 · 📥 20 · 📋 8 - 25% open · ⏱️ 23.05.2025)
XeroAPI/xero-mcp-server (🥉9 · ⭐ 110 · 🐣) - An MCP server that integrates with Xeros API, allowing for standardized access to Xeros accounting and business.. MIT
- [GitHub](https://github.com/XeroAPI/xero-mcp-server) (👨💻 13 · 🔀 59 · 📋 14 - 64% open · ⏱️ 18.05.2025)
OctagonAI/octagon-mcp-server (🥉9 · ⭐ 61 · 🐣) - Octagon AI Agents to integrate private and public market data. MIT
- [GitHub](https://github.com/OctagonAI/octagon-mcp-server) (👨💻 4 · 🔀 9 · ⏱️ 21.07.2025)
heurist-network/heurist-mesh-mcp-server (🥉9 · ⭐ 58 · 🐣) - Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation,.. MIT
- [GitHub](https://github.com/heurist-network/heurist-mesh-mcp-server) (👨💻 5 · 🔀 14 · ⏱️ 06.05.2025)
doggybee/mcp-server-ccxt (🥉8 · ⭐ 99 · 🐣) - An MCP server for accessing real-time crypto market data and trading via 20+ exchanges using the CCXT library... MIT
- [GitHub](https://github.com/doggybee/mcp-server-ccxt) (👨💻 4 · 🔀 15 · 📦 1 · 📋 2 - 50% open · ⏱️ 03.06.2025)
berlinbra/alpha-vantage-mcp (🥉8 · ⭐ 70) - Alpha Vantage API integration to fetch both stock and crypto information. MIT
- [GitHub](https://github.com/berlinbra/alpha-vantage-mcp) (👨💻 5 · 🔀 30 · ⏱️ 17.04.2025)
QuantGeekDev/coincap-mcp (🥉7 · ⭐ 87 · 💤) - Real-time cryptocurrency market data integration using CoinCaps public API, providing access to crypto prices and.. MIT
- [GitHub](https://github.com/QuantGeekDev/coincap-mcp) (👨💻 2 · 🔀 23 · 📦 2 · ⏱️ 30.01.2025)
kukapay/freqtrade-mcp (🥉6 · ⭐ 71 · 🐣) - An MCP server that integrates with the Freqtrade cryptocurrency trading bot. MIT
- [GitHub](https://github.com/kukapay/freqtrade-mcp) (🔀 17 · ⏱️ 17.04.2025)
aaronjmars/web3-research-mcp (🥉5 · ⭐ 170 · 🐣) - Deep Research for crypto - free & fully local. Apache-2
- [GitHub](https://github.com/aaronjmars/web3-research-mcp) (👨💻 3 · 🔀 79 · ⏱️ 05.06.2025)
kukapay/crypto-indicators-mcp (🥉5 · ⭐ 71 · 🐣) - An MCP server providing a range of cryptocurrency technical analysis indicators and strategie. MIT
- [GitHub](https://github.com/kukapay/crypto-indicators-mcp) (🔀 31 · 📋 3 - 66% open · ⏱️ 27.03.2025)
Bankless/onchain-mcp (🥉4 · ⭐ 64 · 🐣) - Bankless Onchain API to interact with smart contracts, query transaction and token information. ❗Unlicensed
- [GitHub](https://github.com/Bankless/onchain-mcp) (👨💻 2 · 🔀 13 · ⏱️ 18.03.2025)
kukapay/cryptopanic-mcp-server (🥉4 · ⭐ 52 · 🐣) - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic. MIT
- [GitHub](https://github.com/kukapay/cryptopanic-mcp-server) (👨💻 2 · 🔀 16 · ⏱️ 18.06.2025)
## Gaming
_MCP servers for gaming_
CoderGamester/mcp-unity (🥇19 · ⭐ 940 · 🐣) - MCP Server for Unity3d Game Engine integration for game development. MIT
- [GitHub](https://github.com/CoderGamester/mcp-unity) (👨💻 11 · 🔀 120 · 📥 190 · 📋 49 - 4% open · ⏱️ 23.08.2025)
IvanMurzak/Unity-MCP (🥇19 · ⭐ 380 · 🐣) - MCP Server for Unity Editor and for a game made with Unity. Apache-2
- [GitHub](https://github.com/IvanMurzak/Unity-MCP) (👨💻 2 · 🔀 39 · 📥 960 · 📦 1 · 📋 100 - 7% open · ⏱️ 31.08.2025)
Coding-Solo/godot-mcp (🥉12 · ⭐ 820) - A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing.. MIT
- [GitHub](https://github.com/Coding-Solo/godot-mcp) (👨💻 4 · 🔀 85 · 📋 25 - 52% open · ⏱️ 09.08.2025)
rishijatia/fantasy-pl-mcp (🥉12 · ⭐ 54 · 🐣) - An MCP server for real-time Fantasy Premier League data and analysis tools. MIT
- [GitHub](https://github.com/rishijatia/fantasy-pl-mcp) (🔀 16 · 📦 1 · ⏱️ 15.08.2025)
## Location Services
_MCP servers for location services and geospatial data_
mahdin75/gis-mcp (🥇11 · ⭐ 50 · 🐣) - A Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations.. MIT
- [GitHub](https://github.com/mahdin75/gis-mcp) (👨💻 7 · 🔀 12 · 📋 3 - 33% open · ⏱️ 31.08.2025)
jjsantos01/qgis_mcp (🥉7 · ⭐ 620 · 🐣) - connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer.. ❗Unlicensed
- [GitHub](https://github.com/jjsantos01/qgis_mcp) (🔀 83 · 📋 12 - 16% open · ⏱️ 13.03.2025)
jagan-shanmugam/open-streetmap-mcp (🥉6 · ⭐ 100 · 🐣) - An OpenStreetMap MCP server with location-based services and geospatial data. MIT
- [GitHub](https://github.com/jagan-shanmugam/open-streetmap-mcp) (👨💻 2 · 🔀 26 · ⏱️ 30.06.2025)
## Knowledge & Memory
_MCP servers for knowledge graphs and memory management_
upstash/context7 (🥇25 · ⭐ 28K · 🐣) - Up-to-date code documentation for LLMs and AI code editors. MIT
- [GitHub](https://github.com/upstash/context7) (👨💻 76 · 🔀 1.4K · 📋 490 - 17% open · ⏱️ 27.08.2025)
apecloud/ApeRAG (🥇18 · ⭐ 86) - Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your.. Apache-2
- [GitHub](https://github.com/apecloud/ApeRAG) (👨💻 17 · 🔀 12 · 📋 360 - 9% open · ⏱️ 30.08.2025)
graphlit/graphlit-mcp-server (🥈14 · ⭐ 350 · 🐣) - Ingest anything from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project - and then.. MIT
- [GitHub](https://github.com/graphlit/graphlit-mcp-server) (👨💻 4 · 🔀 46 · 📦 3 · ⏱️ 31.08.2025)
lostintangent/gistpad-mcp (🥈11 · ⭐ 160 · 🐣) - Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a.. MIT
- [GitHub](https://github.com/lostintangent/gistpad-mcp) (👨💻 3 · 🔀 22 · 📋 20 - 5% open · ⏱️ 07.07.2025)
CheMiguel23/MemoryMesh (🥈10 · ⭐ 300 · 💤) - Enhanced graph-based memory with a focus on AI role-play and story generation. MIT
- [GitHub](https://github.com/CheMiguel23/MemoryMesh) (👨💻 3 · 🔀 38 · 📋 6 - 50% open · ⏱️ 29.01.2025)
ragieai/ragie-mcp-server (🥈10 · ⭐ 71) - Retrieve context from your Ragie (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and.. MIT
- [GitHub](https://github.com/ragieai/ragie-mcp-server) (👨💻 3 · 🔀 15 · ⏱️ 20.05.2025)
hannesrudolph/mcp-ragdocs (🥉9 · ⭐ 220) - An MCP server implementation that provides tools for retrieving and processing documentation through vector search,.. MIT
- [GitHub](https://github.com/hannesrudolph/mcp-ragdocs) (👨💻 4 · 🔀 26 · 📦 1 · ⏱️ 18.07.2025)
entanglr/zettelkasten-mcp (🥉9 · ⭐ 86 · 🐣) - A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you.. MIT
- [GitHub](https://github.com/entanglr/zettelkasten-mcp) (🔀 12 · 📋 3 - 33% open · ⏱️ 25.04.2025)
kaliaboi/mcp-zotero (🥉8 · ⭐ 130 · 💤) - A connector for LLMs to work with collections and sources on your Zotero Cloud. MIT
- [GitHub](https://github.com/kaliaboi/mcp-zotero) (👨💻 3 · 🔀 15 · 📦 1 · ⏱️ 04.02.2025)
chatmcp/mcp-server-chatsum (🥉7 · ⭐ 1K · 💤) - Query and summarize your chat messages with AI prompts. ❗Unlicensed
- [GitHub](https://github.com/chatmcp/mcp-server-chatsum) (🔀 98 · ⏱️ 04.12.2024)
mem0ai/mem0-mcp (🥉7 · ⭐ 440) - A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for.. ❗Unlicensed
- [GitHub](https://github.com/mem0ai/mem0-mcp) (👨💻 4 · 🔀 86 · ⏱️ 12.05.2025)
jinzcdev/markmap-mcp-server (🥉7 · ⭐ 100 · 🐣) - An MCP server built on markmap that converts Markdown to interactive mind maps. Supports multi-format exports.. MIT
- [GitHub](https://github.com/jinzcdev/markmap-mcp-server) (👨💻 2 · 🔀 14 · 📦 1 · ⏱️ 12.06.2025)
0xshellming/mcp-summarizer (🥉5 · ⭐ 120 · 💤) - AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books,.. ❗Unlicensed
- [GitHub](https://github.com/0xshellming/mcp-summarizer) (🔀 16 · ⏱️ 28.02.2025)
## Marketing
_MCP servers for marketing_
pipeboard-co/meta-ads-mcp (🥇14 · ⭐ 240 · 🐣) - Meta Ads automation that just works. Trusted by 10,000+ businesses to analyze performance, test creatives, optimize.. ❗Unlicensed
- [GitHub](https://github.com/pipeboard-co/meta-ads-mcp) (👨💻 3 · 🔀 65 · 📋 15 - 20% open · ⏱️ 28.08.2025)
open-strategy-partners/osp_marketing_tools (🥉10 · ⭐ 220) - A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing.. CC-BY-SA-4.0
- [GitHub](https://github.com/open-strategy-partners/osp_marketing_tools) (👨💻 5 · 🔀 35 · ⏱️ 23.04.2025)
gomarble-ai/facebook-ads-mcp-server (🥉8 · ⭐ 130 · 🐣) - MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and.. MIT
- [GitHub](https://github.com/gomarble-ai/facebook-ads-mcp-server) (👨💻 4 · 🔀 29 · ⏱️ 21.08.2025)
## Monitoring
_MCP servers for monitoring_
grafana/mcp-grafana (🥇24 · ⭐ 1.5K) - Search dashboards, investigate incidents and query datasources in your Grafana instance. Apache-2
- [GitHub](https://github.com/grafana/mcp-grafana) (👨💻 28 · 🔀 130 · 📥 16K · 📦 1 · 📋 98 - 31% open · ⏱️ 28.08.2025)
getsentry/sentry-mcp (🥈19 · ⭐ 330 · 🐣) - Sentry.io integration for error tracking and performance monitoring. ❗Unlicensed
- [GitHub](https://github.com/getsentry/sentry-mcp) (👨💻 22 · 🔀 36 · 📥 34 · 📋 120 - 31% open · ⏱️ 29.08.2025)
VictoriaMetrics-Community/mcp-victoriametrics (🥈14 · ⭐ 68 · 🐣) - Provides comprehensive integration with your VictoriaMetrics instance APIs and documentation for monitoring,.. Apache-2
- [GitHub](https://github.com/VictoriaMetrics-Community/mcp-victoriametrics) (👨💻 6 · 🔀 7 · 📥 290 · 📋 6 - 33% open · ⏱️ 19.08.2025)
pydantic/logfire-mcp (🥉13 · ⭐ 100 · 🐣) - Provides access to OpenTelemetry traces and metrics through Logfire. MIT
- [GitHub](https://github.com/pydantic/logfire-mcp) (👨💻 9 · 🔀 18 · 📋 11 - 36% open · ⏱️ 08.08.2025)
seekrays/mcp-monitor (🥉11 · ⭐ 64 · 🐣) - A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to.. Apache-2
- [GitHub](https://github.com/seekrays/mcp-monitor) (👨💻 5 · 🔀 14 · 📥 73 · ⏱️ 02.08.2025)
hyperb1iss/lucidity-mcp (🥉6 · ⭐ 62 · 🐣) - Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from.. Apache-2
- [GitHub](https://github.com/hyperb1iss/lucidity-mcp) (🔀 19 · ⏱️ 19.03.2025)
mpeirone/zabbix-mcp-server (🥉6 · ⭐ 55 · 🐣) - Zabbix integration for hosts, items, triggers, templates, problems, data and more. ❗️GPL-3.0
- [GitHub](https://github.com/mpeirone/zabbix-mcp-server) (👨💻 4 · 🔀 18 · 📋 4 - 75% open · ⏱️ 21.08.2025)
## Multimedia Process
_MCP servers for multimedia process_
sunriseapps/imagesorcery-mcp (🥇10 · ⭐ 160 · 🐣) - ComputerVision-based sorcery of image recognition and editing tools for AI assistants. MIT
- [GitHub](https://github.com/sunriseapps/imagesorcery-mcp) (👨💻 2 · 🔀 15 · 📋 4 - 25% open · ⏱️ 24.08.2025)
video-creator/ffmpeg-mcp (🥉5 · ⭐ 74 · 🐣) - Using ffmpeg command line to achieve an mcp server, can be very convenient, through the dialogue to achieve the local.. MIT
- [GitHub](https://github.com/video-creator/ffmpeg-mcp) (👨💻 2 · 🔀 12 · ⏱️ 13.05.2025)
## Search & Data Extraction
_MCP servers for search and data extraction_
exa-labs/exa-mcp-server (🥇15 · ⭐ 2.2K) - A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This.. MIT
- [GitHub](https://github.com/exa-labs/exa-mcp-server) (👨💻 8 · 🔀 180 · 📦 4 · 📋 23 - 69% open · ⏱️ 27.08.2025)
brightdata/brightdata-mcp (🥇15 · ⭐ 1.2K · 🐣) - Discover, extract, and interact with the web - one interface powering automated access across the public internet. MIT
- [GitHub](https://github.com/brightdata/brightdata-mcp) (👨💻 12 · 🔀 160 · 📋 21 - 14% open · ⏱️ 19.08.2025)
ihor-sokoliuk/mcp-searxng (🥇15 · ⭐ 190) - A Model Context Protocol Server for SearXNG. MIT
- [GitHub](https://github.com/ihor-sokoliuk/mcp-searxng) (👨💻 9 · 🔀 34 · 📦 3 · 📋 10 - 20% open · ⏱️ 24.08.2025)
blazickjp/arxiv-mcp-server (🥇14 · ⭐ 1.6K) - Search ArXiv research papers. Apache-2
- [GitHub](https://github.com/blazickjp/arxiv-mcp-server) (👨💻 9 · 🔀 110 · 📦 12 · 📋 26 - 76% open · ⏱️ 19.08.2025)
Aas-ee/open-webSearch (🥇14 · ⭐ 290 · 🐣) - Web search using free multi-engine search (NO API KEYS REQUIRED) Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN. Apache-2
- [GitHub](https://github.com/Aas-ee/open-webSearch) (👨💻 2 · 🔀 47 · ⏱️ 31.08.2025)
apify/mcp-server-rag-web-browser (🥇14 · ⭐ 180) - An MCP server for Apifys open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in.. Apache-2
- [GitHub](https://github.com/apify/mcp-server-rag-web-browser) (👨💻 3 · 🔀 21 · ⏱️ 21.08.2025)
mzxrai/mcp-webresearch (🥈12 · ⭐ 280 · 💤) - Search Google and do deep web research on any topic. MIT
- [GitHub](https://github.com/mzxrai/mcp-webresearch) (🔀 53 · 📦 5 · ⏱️ 18.12.2024)
tinyfish-io/agentql-mcp (🥈12 · ⭐ 110) - MCP server that provides AgentQLs data extraction capabilities. MIT
- [GitHub](https://github.com/tinyfish-io/agentql-mcp) (👨💻 5 · 🔀 25 · 📦 3 · ⏱️ 27.08.2025)
nickclyde/duckduckgo-mcp-server (🥈11 · ⭐ 420) - Web search using DuckDuckGo. MIT
- [GitHub](https://github.com/nickclyde/duckduckgo-mcp-server) (👨💻 5 · 🔀 85 · 📦 10 · ⏱️ 11.03.2025)
fatwang2/search1api-mcp (🥈11 · ⭐ 150) - Search via search1api (requires paid API key). MIT
- [GitHub](https://github.com/fatwang2/search1api-mcp) (👨💻 2 · 🔀 33 · 📦 2 · 📋 5 - 20% open · ⏱️ 06.04.2025)
mikechao/brave-search-mcp (🥈11 · ⭐ 75 · 🐣) - Web, Image, News, Video, and Local Point of Interest search capabilities using Braves Search API. ❗️GPL-3.0
- [GitHub](https://github.com/mikechao/brave-search-mcp) (👨💻 3 · 🔀 16 · 📥 70 · 📦 1 · ⏱️ 29.07.2025)
lfnovo/content-core (🥈11 · ⭐ 53 · 🐣) - Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web.. MIT
- [GitHub](https://github.com/lfnovo/content-core) (👨💻 2 · 🔀 11 · 📦 9 · 📋 3 - 66% open · ⏱️ 27.08.2025)
jae-jae/fetcher-mcp (🥈10 · ⭐ 840 · 🐣) - MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and.. MIT
- [GitHub](https://github.com/jae-jae/fetcher-mcp) (👨💻 3 · 🔀 63 · 📋 10 - 10% open · ⏱️ 26.06.2025)
andybrandt/mcp-simple-arxiv (🥈10 · ⭐ 140) - MCP for LLM to search and read papers from arXiv. MIT
- [GitHub](https://github.com/andybrandt/mcp-simple-arxiv) (👨💻 5 · 🔀 17 · 📦 26 · ⏱️ 16.07.2025)
kagisearch/kagimcp (🥉9 · ⭐ 170) - Official Kagi Search MCP Server. MIT
- [GitHub](https://github.com/kagisearch/kagimcp) (👨💻 4 · 🔀 18 · ⏱️ 28.07.2025)
vectorize-io/vectorize-mcp-server (🥉9 · ⭐ 89 · 🐣) - Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text.. MIT
- [GitHub](https://github.com/vectorize-io/vectorize-mcp-server) (👨💻 6 · 🔀 17 · ⏱️ 12.06.2025)
just-every/mcp-screenshot-website-fast (🥉9 · ⭐ 76 · 🐣) - Fast screenshot capture tool optimized for Claude Vision API. Automatically tiles full pages into 1072x1072 chunks for.. MIT
- [GitHub](https://github.com/just-every/mcp-screenshot-website-fast) (👨💻 3 · 🔀 7 · ⏱️ 21.07.2025)
just-every/mcp-read-website-fast (🥉9 · ⭐ 75 · 🐣) - Fast, token-efficient web content extraction for AI agents - converts websites to clean Markdown while preserving.. MIT
- [GitHub](https://github.com/just-every/mcp-read-website-fast) (👨💻 3 · 🔀 9 · ⏱️ 29.08.2025)
nkapila6/mcp-local-rag (🥉9 · ⭐ 73 · 🐣) - primitive RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed. MIT
- [GitHub](https://github.com/nkapila6/mcp-local-rag) (👨💻 5 · 🔀 13 · ⏱️ 12.08.2025)
hellokaton/unsplash-mcp-server (🥉8 · ⭐ 160 · 🐣) - A MCP server for Unsplash image search. MIT
- [GitHub](https://github.com/hellokaton/unsplash-mcp-server) (👨💻 3 · 🔀 17 · 📋 7 - 14% open · ⏱️ 07.07.2025)
andybrandt/mcp-simple-pubmed (🥉8 · ⭐ 130) - MCP to search and read medical / life sciences papers from PubMed. MIT
- [GitHub](https://github.com/andybrandt/mcp-simple-pubmed) (👨💻 5 · 🔀 22 · 📋 3 - 66% open · ⏱️ 18.08.2025)
ChanMeng666/server-google-news (🥉8 · ⭐ 80) - Google News integration with automatic topic categorization, multi-language support, and comprehensive search.. MIT
- [GitHub](https://github.com/ChanMeng666/server-google-news) (👨💻 8 · 🔀 18 · 📋 3 - 66% open · ⏱️ 20.08.2025)
takashiishida/arxiv-latex-mcp (🥉8 · ⭐ 54 · 🐣) - Get the LaTeX source of arXiv papers to handle mathematical content and equations. MIT
- [GitHub](https://github.com/takashiishida/arxiv-latex-mcp) (🔀 4 · 📥 51 · ⏱️ 15.08.2025)
jae-jae/g-search-mcp (🥉7 · ⭐ 200 · 🐣) - A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously. MIT
- [GitHub](https://github.com/jae-jae/g-search-mcp) (🔀 17 · 📋 5 - 40% open · ⏱️ 14.06.2025)
erithwik/mcp-hn (🥉7 · ⭐ 53) - An MCP server to search Hacker News, get top stories, and more. MIT
- [GitHub](https://github.com/erithwik/mcp-hn) (👨💻 5 · 🔀 12 · 📦 1 · ⏱️ 14.07.2025)
reading-plus-ai/mcp-server-deep-research (🥉6 · ⭐ 170 · 🐣) - MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise.. MIT
- [GitHub](https://github.com/reading-plus-ai/mcp-server-deep-research) (👨💻 2 · 🔀 16 · ⏱️ 25.03.2025)
SecretiveShell/MCP-searxng (🥉6 · ⭐ 96 · 💤) - An MCP Server to connect to searXNG instances. MIT
- [GitHub](https://github.com/SecretiveShell/MCP-searxng) (👨💻 3 · 🔀 14 · ⏱️ 21.02.2025)
leehanchung/bing-search-mcp (🥉6 · ⭐ 55 · 🐣) - Web search capabilities using Microsoft Bing Search API. MIT
- [GitHub](https://github.com/leehanchung/bing-search-mcp) (🔀 5 · ⏱️ 04.04.2025)
ConechoAI/openai-websearch-mcp (🥉5 · ⭐ 62 · 🐣) - This is a Python-based MCP server that provides OpenAI web_search build-in tool. MIT
- [GitHub](https://github.com/ConechoAI/openai-websearch-mcp) (👨💻 2 · 🔀 13 · ⏱️ 13.03.2025)
zhsama/duckduckgo-mcp-server (🥉5 · ⭐ 58 · 🐣) - This is a TypeScript-based MCP server that provides DuckDuckGo search functionality. MIT
- [GitHub](https://github.com/zhsama/duckduckgo-mcp-server) (👨💻 2 · 🔀 4 · ⏱️ 04.04.2025)
deadletterq/mcp-opennutrition (🥉4 · ⭐ 100 · 🐣) - Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database. ❗️GPL-3.0
- [GitHub](https://github.com/deadletterq/mcp-opennutrition) (👨💻 2 · 🔀 8 · ⏱️ 11.06.2025)
## Security
_MCP servers for security analysis and vulnerability scanning_
mrexodia/ida-pro-mcp (🥇21 · ⭐ 3.4K · 🐣) - MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implement.. MIT
- [GitHub](https://github.com/mrexodia/ida-pro-mcp) (👨💻 21 · 🔀 330 · 📋 83 - 36% open · ⏱️ 24.08.2025)
LaurieWired/GhidraMCP (🥇19 · ⭐ 5.8K · 🐣) - A Model Context Protocol server for Ghidra that enables LLMs to autonomously reverse engineer applications. Provides.. Apache-2
- [GitHub](https://github.com/LaurieWired/GhidraMCP) (👨💻 10 · 🔀 410 · 📥 12K · 📋 54 - 48% open · ⏱️ 23.06.2025)
mariocandela/beelzebub (🥈17 · ⭐ 1.4K) - Beelzebub is a honeypot framework that lets you build honeypot tools using MCP. Its purpose is to detect prompt.. ❗️GPL-3.0
- [GitHub](https://github.com/mariocandela/beelzebub) (👨💻 6 · 🔀 120 · 📋 24 - 4% open · ⏱️ 28.08.2025)
zinja-coder/jadx-ai-mcp (🥈17 · ⭐ 470 · 🐣) - JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol.. Apache-2
- [GitHub](https://github.com/zinja-coder/jadx-ai-mcp) (👨💻 4 · 🔀 52 · 📥 7.1K · 📋 17 - 17% open · ⏱️ 31.08.2025)
semgrep/mcp (🥈16 · ⭐ 510 · 🐣) - Allow AI agents to scan code for security vulnerabilites using Semgrep. MIT
- [GitHub](https://github.com/semgrep/mcp) (👨💻 16 · 🔀 48 · 📋 30 - 50% open · ⏱️ 29.08.2025)
gbrigandi/mcp-server-wazuh (🥈14 · ⭐ 100 · 🐣) - A Rust-based MCP server bridging Wazuh SIEM with AI assistants, providing real-time security alerts and event data for.. MIT
- [GitHub](https://github.com/gbrigandi/mcp-server-wazuh) (🔀 29 · 📥 490 · 📋 9 - 33% open · ⏱️ 10.07.2025)
jtang613/GhidrAssistMCP (🥉13 · ⭐ 300 · 🐣) - A native Model Context Protocol server for Ghidra. Includes GUI configuration and logging, 31 powerful tools and no.. MIT
- [GitHub](https://github.com/jtang613/GhidrAssistMCP) (🔀 14 · 📥 300 · ⏱️ 09.08.2025)
zinja-coder/apktool-mcp-server (🥉12 · ⭐ 200 · 🐣) - APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs. Apache-2
- [GitHub](https://github.com/zinja-coder/apktool-mcp-server) (👨💻 3 · 🔀 25 · 📥 370 · ⏱️ 10.06.2025)
fosdickio/binary_ninja_mcp (🥉10 · ⭐ 82 · 🐣) - A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates Binary Ninja with your favorite MCP client... ❗️GPL-3.0
- [GitHub](https://github.com/fosdickio/binary_ninja_mcp) (👨💻 4 · 🔀 23 · 📋 16 - 37% open · ⏱️ 16.05.2025)
BurtTheCoder/mcp-maigret (🥉9 · ⭐ 180) - MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. This.. MIT
- [GitHub](https://github.com/BurtTheCoder/mcp-maigret) (👨💻 5 · 🔀 27 · 📦 1 · ⏱️ 03.03.2025)
securityfortech/secops-mcp (🥉8 · ⭐ 140 · 🐣) - All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface... MIT
- [GitHub](https://github.com/securityfortech/secops-mcp) (👨💻 4 · 🔀 16 · ⏱️ 23.08.2025)
BurtTheCoder/mcp-shodan (🥉7 · ⭐ 72) - MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches,.. MIT
- [GitHub](https://github.com/BurtTheCoder/mcp-shodan) (👨💻 4 · 🔀 10 · 📦 1 · ⏱️ 03.03.2025)
13bm/GhidraMCP (🥉7 · ⭐ 65 · 🐣) - MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for.. ❗Unlicensed
- [GitHub](https://github.com/13bm/GhidraMCP) (🔀 10 · 📥 210 · ⏱️ 26.03.2025)
BurtTheCoder/mcp-virustotal (🥉6 · ⭐ 81) - MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and.. MIT
- [GitHub](https://github.com/BurtTheCoder/mcp-virustotal) (👨💻 4 · 🔀 9 · 📦 1 · 📋 2 - 50% open · ⏱️ 03.03.2025)
## Sports
_MCP servers for sports data and analytics_
r-huijts/strava-mcp (🥇9 · ⭐ 130 · 🐣) - A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs. MIT
- [GitHub](https://github.com/r-huijts/strava-mcp) (👨💻 9 · 🔀 16 · 📋 6 - 50% open · ⏱️ 26.08.2025)
## Support & Service Management
_MCP servers for support & service management_
sooperset/mcp-atlassian (🥇22 · ⭐ 3K) - MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data.. MIT
- [GitHub](https://github.com/sooperset/mcp-atlassian) (👨💻 48 · 🔀 540 · 📦 4 · 📋 260 - 31% open · ⏱️ 30.06.2025)
nguyenvanduocit/jira-mcp (🥉13 · ⭐ 55 · 🐣) - A Go-based MCP connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool.. MIT
- [GitHub](https://github.com/nguyenvanduocit/jira-mcp) (👨💻 6 · 🔀 14 · 📥 550 · 📋 4 - 25% open · ⏱️ 08.07.2025)
## Text-to-Speech
_MCP servers for text-to-speech_
mbailey/voicemode (🥇15 · ⭐ 250 · 🐣) - Complete voice interaction server supporting speech-to-text, text-to-speech, and real-time voice conversations through.. ❗Unlicensed
- [GitHub](https://github.com/mbailey/voicemode) (👨💻 10 · 🔀 30 · 📋 23 - 17% open · ⏱️ 31.08.2025)
mberg/kokoro-tts-mcp (🥉5 · ⭐ 54 · 🐣) - MCP Server that uses the open weight Kokoro TTS models to convert text-to-speech. Can convert text to MP3 on a local.. Apache-2
- [GitHub](https://github.com/mberg/kokoro-tts-mcp) (👨💻 2 · 🔀 12 · ⏱️ 02.07.2025)
## Translation Services
_MCP servers for translation services_
translated/lara-mcp (🥇9 · ⭐ 68 · 🐣) - MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and.. MIT
- [GitHub](https://github.com/translated/lara-mcp) (👨💻 3 · 🔀 9 · 📦 2 · ⏱️ 12.08.2025)
## Travel & Transportation
_MCP servers for travel services and transportation_
openbnb-org/mcp-server-airbnb (🥇12 · ⭐ 270 · 🐣) - Provides tools to search Airbnb and get listing details. MIT
- [GitHub](https://github.com/openbnb-org/mcp-server-airbnb) (👨💻 3 · 🔀 71 · 📥 140 · 📋 13 - 30% open · ⏱️ 18.07.2025)
cobanov/teslamate-mcp (🥉7 · ⭐ 96 · 🐣) - A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query.. ❗Unlicensed
- [GitHub](https://github.com/cobanov/teslamate-mcp) (👨💻 4 · 🔀 11 · ⏱️ 18.08.2025)
## Version Control
_MCP servers for version control_
github/github-mcp-server (🥇31 · ⭐ 22K · 🐣) - Official GitHub server for integration with repository management, PRs, issues, and more. MIT
- [GitHub](https://github.com/github/github-mcp-server) (👨💻 79 · 🔀 2.3K · 📥 77K · 📦 4 · 📋 430 - 35% open · ⏱️ 29.08.2025)
Tiberriver256/mcp-server-azure-devops (🥈16 · ⭐ 290) - Azure DevOps integration for repository management, work items, and pipelines. MIT
- [GitHub](https://github.com/Tiberriver256/mcp-server-azure-devops) (👨💻 12 · 🔀 82 · 📋 62 - 25% open · ⏱️ 15.07.2025)
adhikasp/mcp-git-ingest (🥉9 · ⭐ 270 · 💤) - Read and analyze GitHub repositories with your LLM. MIT
- [GitHub](https://github.com/adhikasp/mcp-git-ingest) (👨💻 3 · 🔀 37 · ⏱️ 26.01.2025)
kopfrechner/gitlab-mr-mcp (🥉9 · ⭐ 55 · 🐣) - Interact seamlessly with issues and merge requests of your GitLab projects. MIT
- [GitHub](https://github.com/kopfrechner/gitlab-mr-mcp) (👨💻 8 · 🔀 17 · 📋 8 - 37% open · ⏱️ 19.08.2025)
## Workplace & Productivity
_MCP servers for workplace & productivity_
taylorwilsdon/google_workspace_mcp (🥇21 · ⭐ 590 · 🐣) - Comprehensive Google Workspace MCP server with full support for Google Calendar, Drive, Gmail, and Docs, Forms, Chats,.. MIT
- [GitHub](https://github.com/taylorwilsdon/google_workspace_mcp) (👨💻 25 · 🔀 150 · 📥 770 · 📋 75 - 17% open · ⏱️ 24.08.2025)
MarkusPfundstein/mcp-gsuite (🥉11 · ⭐ 420) - Integration with gmail and Google Calendar. MIT
- [GitHub](https://github.com/MarkusPfundstein/mcp-gsuite) (👨💻 6 · 🔀 84 · 📦 3 · 📋 24 - 66% open · ⏱️ 14.04.2025)
## Other Tools and Integrations
_MCP servers for other tools and integrations_
jlowin/fastmcp (🥇34 · ⭐ 17K) - A high-level framework for building MCP servers in Python. Apache-2
- [GitHub](https://github.com/jlowin/fastmcp) (👨💻 100 · 🔀 1.1K · 📦 5.7K · 📋 710 - 22% open · ⏱️ 31.08.2025)
mediar-ai/screenpipe (🥇27 · ⭐ 16K · 📉) - Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-.. MIT
- [GitHub](https://github.com/mediar-ai/screenpipe) (👨💻 80 · 🔀 1.2K · 📥 16K · 📋 990 - 18% open · ⏱️ 13.08.2025)
punkpeye/fastmcp (🥇26 · ⭐ 2.5K) - A high-level framework for building MCP servers in TypeScript. MIT
- [GitHub](https://github.com/punkpeye/fastmcp) (👨💻 36 · 🔀 180 · 📦 1.2K · 📋 91 - 21% open · ⏱️ 27.08.2025)
Azure/azure-mcp (🥇22 · ⭐ 1.1K · 🐣) - Official Microsoft MCP server for Azure services including Storage, Cosmos DB, and Azure Monitor. MIT
- [GitHub](https://github.com/Azure/azure-mcp) (👨💻 70 · 🔀 330 · 📥 280 · 📦 2 · 📋 400 - 45% open · ⏱️ 25.08.2025)
apify/apify-mcp-server (🥇19 · ⭐ 360) - Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search.. MIT
- [GitHub](https://github.com/apify/apify-mcp-server) (👨💻 11 · 🔀 44 · 📥 280 · 📦 2 · 📋 82 - 19% open · ⏱️ 28.08.2025)
wanaku-ai/wanaku (🥇19 · ⭐ 81) - The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating.. Apache-2
- [GitHub](https://github.com/wanaku-ai/wanaku) (👨💻 14 · 🔀 27 · 📥 520 · 📦 5 · 📋 150 - 26% open · ⏱️ 30.08.2025)
chrishayuk/mcp-cli (🥈16 · ⭐ 1.6K) - Yet another CLI tool for testing MCP servers. ❗Unlicensed
- [GitHub](https://github.com/chrishayuk/mcp-cli) (👨💻 16 · 🔀 280 · 📋 71 - 25% open · ⏱️ 29.08.2025)
blurrah/mcp-graphql (🥈14 · ⭐ 260) - Allows the AI to query GraphQL servers. MIT
- [GitHub](https://github.com/blurrah/mcp-graphql) (👨💻 7 · 🔀 41 · 📥 91 · 📦 2 · 📋 15 - 26% open · ⏱️ 31.07.2025)
MarkusPfundstein/mcp-obsidian (🥈13 · ⭐ 1.9K) - Interacting with Obsidian via REST API. MIT
- [GitHub](https://github.com/MarkusPfundstein/mcp-obsidian) (👨💻 16 · 🔀 230 · 📦 1 · 📋 46 - 78% open · ⏱️ 28.06.2025)
suekou/mcp-notion-server (🥈13 · ⭐ 810) - Interacting with Notion API. MIT
- [GitHub](https://github.com/suekou/mcp-notion-server) (👨💻 9 · 🔀 140 · 📋 25 - 40% open · ⏱️ 14.05.2025)
wong2/mcp-cli (🥈13 · ⭐ 370) - CLI tool for testing MCP servers. ❗️GPL-3.0
- [GitHub](https://github.com/wong2/mcp-cli) (👨💻 4 · 🔀 28 · 📦 37 · 📋 11 - 45% open · ⏱️ 07.08.2025)
evalstate/mcp-hfspace (🥈13 · ⭐ 350) - Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports.. MIT
- [GitHub](https://github.com/evalstate/mcp-hfspace) (👨💻 7 · 🔀 53 · 📦 2 · 📋 13 - 53% open · ⏱️ 13.06.2025)
ivo-toby/contentful-mcp (🥈13 · ⭐ 61) - Update, create, delete content, content-models and assets in your Contentful Space. MIT
- [GitHub](https://github.com/ivo-toby/contentful-mcp) (👨💻 6 · 🔀 15 · 📋 16 - 43% open · ⏱️ 14.08.2025)
ivnvxd/mcp-server-odoo (🥈13 · ⭐ 56 · 🐣) - Connect AI assistants to Odoo ERP systems for business data access, record management, and workflow automation. MPL-2.0
- [GitHub](https://github.com/ivnvxd/mcp-server-odoo) (👨💻 2 · 🔀 28 · 📋 12 - 58% open · ⏱️ 04.08.2025)
anaisbetts/mcp-installer (🥈11 · ⭐ 1.4K · 💤) - An MCP server that installs other MCP servers for you. MIT
- [GitHub](https://github.com/anaisbetts/mcp-installer) (🔀 180 · 📋 13 - 76% open · ⏱️ 26.11.2024)
ttommyth/interactive-mcp (🥈11 · ⭐ 290 · 🐣) - Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop. MIT
- [GitHub](https://github.com/ttommyth/interactive-mcp) (👨💻 4 · 🔀 24 · 📦 1 · 📋 14 - 35% open · ⏱️ 12.06.2025)
pyroprompts/any-chat-completions-mcp (🥈11 · ⭐ 140) - Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more. MIT
- [GitHub](https://github.com/pyroprompts/any-chat-completions-mcp) (👨💻 4 · 🔀 22 · ⏱️ 01.05.2025)
PV-Bhat/vibe-check-mcp-server (🥈11 · ⭐ 130 · 🐣) - An MCP server that prevents cascading errors and scope creep by calling a Vibe-check agent to ensure user alignment. MIT
- [GitHub](https://github.com/PV-Bhat/vibe-check-mcp-server) (👨💻 4 · 🔀 17 · 📋 5 - 60% open · ⏱️ 29.07.2025)
tacticlaunch/mcp-linear (🥈11 · ⭐ 100 · 🐣) - Integrates with Linear project management system. MIT
- [GitHub](https://github.com/tacticlaunch/mcp-linear) (👨💻 5 · 🔀 18 · 📦 1 · 📋 6 - 66% open · ⏱️ 24.08.2025)
anaisbetts/mcp-youtube (🥉10 · ⭐ 430) - Fetch YouTube subtitles. MIT
- [GitHub](https://github.com/anaisbetts/mcp-youtube) (🔀 46 · 📋 7 - 57% open · ⏱️ 20.03.2025)
smithery-ai/mcp-obsidian (🥉9 · ⭐ 1.1K) - This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown.. ❗️AGPL-3.0
- [GitHub](https://github.com/smithery-ai/mcp-obsidian) (👨💻 6 · 🔀 75 · 📋 25 - 56% open · ⏱️ 15.08.2025)
tevonsb/homeassistant-mcp (🥉9 · ⭐ 400 · 💤) - Access Home Assistant data and control devices (lights, switches, thermostats, etc). Apache-2
- [GitHub](https://github.com/tevonsb/homeassistant-mcp) (👨💻 3 · 🔀 34 · 📋 13 - 92% open · ⏱️ 01.02.2025)
zueai/mcp-manager (🥉9 · ⭐ 260 · 💤) - Simple Web UI to install and manage MCP servers for Claude Desktop App. MIT
- [GitHub](https://github.com/zueai/mcp-manager) (👨💻 2 · 🔀 39 · ⏱️ 21.12.2024)
mzxrai/mcp-openai (🥉9 · ⭐ 64 · 💤) - Chat with OpenAIs smartest models. MIT
- [GitHub](https://github.com/mzxrai/mcp-openai) (🔀 19 · 📦 2 · ⏱️ 06.12.2024)
caol64/wenyan-mcp (🥉8 · ⭐ 530 · 🐣) - Wenyan MCP Server, which lets AI automatically format Markdown articles and publish them to WeChat GZH. Apache-2
- [GitHub](https://github.com/caol64/wenyan-mcp) (🔀 66 · 📋 20 - 95% open · ⏱️ 25.06.2025)
danhilse/notion_mcp (🥉8 · ⭐ 200 · 💤) - Integrates with Notions API to manage personal todo lists. MIT
- [GitHub](https://github.com/danhilse/notion_mcp) (🔀 50 · 📋 4 - 50% open · ⏱️ 18.12.2024)
roychri/mcp-server-asana (🥉8 · ⭐ 97) - This Model Context Protocol server implementation of Asana allows you to talk to Asana API from MCP Client such as.. MIT
- [GitHub](https://github.com/roychri/mcp-server-asana) (👨💻 5 · 🔀 31 · 📋 17 - 47% open · ⏱️ 21.05.2025)
Seym0n/tiktok-mcp (🥉8 · ⭐ 93 · 🐣) - Interact with TikTok videos. MIT
- [GitHub](https://github.com/Seym0n/tiktok-mcp) (👨💻 2 · 🔀 14 · ⏱️ 10.06.2025)
evalstate/mcp-miro (🥉8 · ⭐ 81 · 💤) - Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API. Apache-2
- [GitHub](https://github.com/evalstate/mcp-miro) (👨💻 3 · 🔀 24 · 📦 1 · ⏱️ 23.12.2024)
apinetwork/piapi-mcp-server (🥉8 · ⭐ 57) - PiAPI MCP server makes users able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly.. MIT
- [GitHub](https://github.com/apinetwork/piapi-mcp-server) (👨💻 5 · 🔀 19 · ⏱️ 15.08.2025)
NON906/omniparser-autogui-mcp (🥉8 · ⭐ 54) - Automatic operation of on-screen GUI. MIT
- [GitHub](https://github.com/NON906/omniparser-autogui-mcp) (🔀 9 · ⏱️ 02.03.2025)
marcelmarais/spotify-mcp-server (🥉7 · ⭐ 120 · 🐣) - Control Spotify playback and manage playlists. ❗Unlicensed
- [GitHub](https://github.com/marcelmarais/spotify-mcp-server) (👨💻 7 · 🔀 29 · 📋 3 - 33% open · ⏱️ 07.08.2025)
AbdelStark/bitcoin-mcp (🥉7 · ⭐ 59) - A Model Context Protocol (MCP) server that enables AI models to interact with Bitcoin, allowing them to generate keys,.. MIT
- [GitHub](https://github.com/AbdelStark/bitcoin-mcp) (👨💻 5 · 🔀 15 · ⏱️ 01.08.2025)
SecretiveShell/MCP-wolfram-alpha (🥉7 · ⭐ 57) - An MCP server for querying wolfram alpha API. MIT
- [GitHub](https://github.com/SecretiveShell/MCP-wolfram-alpha) (👨💻 4 · 🔀 12 · 📋 3 - 33% open · ⏱️ 18.08.2025)
rember/rember-mcp (🥉7 · ⭐ 53) - Create spaced repetition flashcards in Rember to remember anything you learn in your chats. MIT
- [GitHub](https://github.com/rember/rember-mcp) (🔀 6 · 📦 1 · ⏱️ 28.03.2025)
integromat/make-mcp-server (🥉6 · ⭐ 130 · 🐣) - Turn your Make scenarios into callable tools for AI assistants. MIT
- [GitHub](https://github.com/integromat/make-mcp-server) (👨💻 2 · 🔀 31 · 📋 2 - 50% open · ⏱️ 24.08.2025)
nguyenvanduocit/all-in-one-model-context-protocol (🥉6 · ⭐ 87 · 💤) - Some useful tools for developer, almost everything an engineer need: confluence, Jira, Youtube, run script, knowledge.. ❗Unlicensed
- [GitHub](https://github.com/nguyenvanduocit/all-in-one-model-context-protocol) (👨💻 5 · 🔀 8 · 📥 160 · ⏱️ 24.02.2025)
tanigami/mcp-server-perplexity (🥉6 · ⭐ 81 · 💤) - Interacting with Perplexity API. MIT
- [GitHub](https://github.com/tanigami/mcp-server-perplexity) (👨💻 3 · 🔀 16 · 📦 1 · ⏱️ 25.12.2024)
pierrebrunelle/mcp-server-openai (🥉6 · ⭐ 73 · 💤) - Query OpenAI models directly from Claude using MCP protocol. MIT
- [GitHub](https://github.com/pierrebrunelle/mcp-server-openai) (🔀 16 · ⏱️ 28.11.2024)
allenporter/mcp-server-home-assistant (🥉6 · ⭐ 61) - Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control. Apache-2
- [GitHub](https://github.com/allenporter/mcp-server-home-assistant) (👨💻 2 · 🔀 6 · 📋 6 - 66% open · ⏱️ 02.03.2025)
githejie/mcp-server-calculator (🥉5 · ⭐ 120 · 🐣) - This server enables LLMs to use calculator for precise numerical calculations. MIT
- [GitHub](https://github.com/githejie/mcp-server-calculator) (🔀 17 · 📋 2 - 50% open · ⏱️ 10.05.2025)
Rai220/think-mcp (🥉5 · ⭐ 64 · 🐣) - Enhances any agents reasoning capabilities by integrating the think-tools, as described in Anthropics article. MIT
- [GitHub](https://github.com/Rai220/think-mcp) (🔀 7 · ⏱️ 16.04.2025)
johannesbrandenburger/typst-mcp (🥉5 · ⭐ 61 · 🐣) - MCP server for Typst, a markup-based typesetting system. It provides tools for converting between LaTeX and Typst,.. MIT
- [GitHub](https://github.com/johannesbrandenburger/typst-mcp) (👨💻 2 · 🔀 5 · ⏱️ 05.08.2025)
gotoolkits/mcp-difyworkflow-server (🥉5 · ⭐ 56 · 💤) - Tools to the query and execute of Dify workflows. Apache-2
- [GitHub](https://github.com/gotoolkits/mcp-difyworkflow-server) (👨💻 2 · 🔀 12 · 📥 22 · ⏱️ 26.12.2024)
hiromitsusasaki/raindrop-io-mcp-server (🥉5 · ⭐ 56) - An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP). ❗Unlicensed
- [GitHub](https://github.com/hiromitsusasaki/raindrop-io-mcp-server) (👨💻 4 · 🔀 10 · ⏱️ 04.06.2025)
sirmews/apple-notes-mcp (🥉4 · ⭐ 120 · 💤) - Allows the AI to read from your local Apple Notes database (macOS only). MIT
- [GitHub](https://github.com/sirmews/apple-notes-mcp) (👨💻 2 · 🔀 12 · 📋 5 - 80% open · ⏱️ 11.12.2024)
isaacwasserman/mcp-vegalite-server (🥉4 · ⭐ 86) - Generate visualizations from fetched data using the VegaLite format and renderer. ❗Unlicensed
- [GitHub](https://github.com/isaacwasserman/mcp-vegalite-server) (👨💻 3 · 🔀 17 · 📋 4 - 25% open · ⏱️ 16.05.2025)
mrjoshuak/godoc-mcp (🥉4 · ⭐ 82) - Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types.. MIT
- [GitHub](https://github.com/mrjoshuak/godoc-mcp) (🔀 10 · 📦 1 · 📋 4 - 75% open · ⏱️ 25.06.2025)
---
## Related Resources
- [**Awesome MCP Servers**](https://github.com/punkpeye/awesome-mcp-servers): A curated list of awesome Model Context Protocol (MCP) servers.
- [**Awesome MCP Clients**](https://github.com/punkpeye/awesome-mcp-clients): A curated list of awesome Model Context Protocol (MCP) clients.
- [**Best-of lists**](https://best-of.org): Discover other best-of lists with awesome open-source projects on all kinds of topics.
## Contribution
Contributions are encouraged and always welcome! If you like to add or update projects, choose one of the following ways:
- Open an issue by selecting one of the provided categories from the [issue page](https://github.com/tolkonepiu/best-of-mcp-servers/issues/new/choose) and fill in the requested information.
- Modify the [projects.yaml](https://github.com/tolkonepiu/best-of-mcp-servers/blob/main/projects.yaml) with your additions or changes, and submit a pull request. This can also be done directly via the [Github UI](https://github.com/tolkonepiu/best-of-mcp-servers/edit/main/projects.yaml).
If you like to contribute to or share suggestions regarding the project metadata collection or markdown generation, please refer to the [best-of-generator](https://github.com/best-of-lists/best-of-generator) repository. If you like to create your own best-of list, we recommend to follow [this guide](https://github.com/best-of-lists/best-of/blob/main/create-best-of-list.md).
For more information on how to add or update projects, please read the [contribution guidelines](https://github.com/tolkonepiu/best-of-mcp-servers/blob/main/CONTRIBUTING.md). By participating in this project, you agree to abide by its [Code of Conduct](https://github.com/tolkonepiu/best-of-mcp-servers/blob/main/.github/CODE_OF_CONDUCT.md).
## License
[](https://creativecommons.org/licenses/by-sa/4.0/)