awesome-mcp-servers

A curated list of Model Context Protocol (MCP) servers
https://github.com/wong2/awesome-mcp-servers

Last synced: 2 days ago
JSON representation

Community Servers
- mcp-k8s-go - Golang-based Kubernetes MCP Server. Built to be extensible.
- gotoolkits/wecombot - 🏎️ ☁️ An MCP server application that sends various types of messages to the WeCom group robot.
- Browser MCP - Automate your local browser
- ChuckNorris - A specialized MCP gateway for LLM enhancement prompts and jailbreaks with dynamic schema adaptation. Provides prompts for different LLMs using an enum-based approach.
- godoc-mcp-server - MCP server to provide golang packages and their information from pkg.go.dev
- Hippycampus - Turns any Swagger/OpenAPI REST endpoint with a yaml/json definition into an MCP Server with Langchain/Langflow integration automatically.
- Miro - Miro MCP server, exposing all functionalities available in official Miro SDK.
- NocoDB - Manage NocoDB server, support read and write databases
- Pollinations - Multimodal MCP server for generating images, audio, and text with no authentication required
- SearXNG - A Model Context Protocol Server for [SearXNG](https://docs.searxng.org)
- Trino MCP Server - A Go implementation of a Model Context Protocol (MCP) server for Trino, enabling LLM models to query distributed SQL databases through standardized tools.
- MongoDB Lens - Full Featured MCP Server for MongoDB Database.
- PBS API - 🐍 ☁️ Access Australian Pharmaceutical Benefits Scheme data for medicine information, pricing, and availability. Built with Python and FastAPI.
- Nile Postgres - Manage and query databases, tenants, users, auth using LLMs
- Windows Control - Programmatic control over Windows system operations including mouse, keyboard, window management, and screen capture using nut.js.
- Vectorize - [Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
- Jira Context MCP - MCP server to provide Jira Tickets information to AI coding agents like Cursor.
- Fathom Analytics - Access and analyze Fathom Analytics data and reports
- bytebase/dbhub
- TikTok - TikTok integration for getting post details and video subtitles
- Gentoro - Gentoro generates MCP Servers based on OpenAPI specifications.
- DifyWorkflow - Tools to the query and execute of Dify workflows
- PiAPI - PiAPI MCP server makes user able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps.
- Google News - Google News search capabilities with automatic topic categorization and multi-language support via SerpAPI integration.
- xcodebuild - 🍎 Build iOS Xcode workspace/project and feed back errors to llm.
- OpenAI - Query OpenAI models directly from Claude using MCP protocol
- Kagi - Kagi search API integration
- Exa - Exa AI Search API
- Phabricator - Interacting with Phabricator API
- Obsidian - Interacting with Obsidian via REST API
- YouTube - Fetch YouTube subtitles
- Jina Reader - Fetch the content of a remote URL as Markdown with Jina Reader.
- OpenAI - Query OpenAI models directly from Claude using MCP protocol
- Kagi - Kagi search API integration
- Exa - Exa AI Search API
- Phabricator - Interacting with Phabricator API
- any-chat-completions-mcp - Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more
- MySQL - MySQL database integration with configurable access controls and schema inspection
- BigQuery - BigQuery database integration with schema inspection and query capabilities
- BigQuery - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities
- Windows CLI - MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells.
- Obsidian - Interacting with Obsidian via REST API
- YouTube - Fetch YouTube subtitles
- MCP Installer - Set up MCP servers in Claude Desktop
- Notion - Integrates with Notion's API to manage personal todo list
- Bluesky - integrates with Bluesky API to query and search feeds and posts.
- Minima - Local RAG (on-premises) with MCP server.
- Playwright MCP Server - An MCP server using Playwright for browser automation and webscrapping
- Perplexity - Interacting with Perplexity
- Docker - Run and manage docker containers, docker compose, and logs
- Mongo - A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases
- Google Search Console - A Model Context Protocol (MCP) server providing access to Google Search Console.
- MongoDB - A Model Context Protocol Server for MongoDB
- Kubernetes - Connect to Kubernetes cluster and manage pods, deployments, services.
- Pandoc - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, and plain text, with other formats like PDF, csv and docx in development.
- HuggingFace Spaces - Server for using HuggingFace Spaces, supporting Images, Audio, Text and more. Claude Desktop mode for ease-of-use.
- Data Exploration - MCP server for autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
- CoinCap - A MCP server that provides real-time cryptocurrency market data through CoinCap's public API without requiring authentication
- MCP Installer - Set up MCP servers in Claude Desktop
- Notion - Integrates with Notion's API to manage personal todo list
- Bluesky - integrates with Bluesky API to query and search feeds and posts.
- Jina Reader - Fetch the content of a remote URL as Markdown with Jina Reader.
- any-chat-completions-mcp - Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more
- Mongo - A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases
- Google Search Console - A Model Context Protocol (MCP) server providing access to Google Search Console.
- MongoDB - A Model Context Protocol Server for MongoDB
- Kubernetes - Connect to Kubernetes cluster and manage pods, deployments, services.
- Pandoc - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, and plain text, with other formats like PDF, csv and docx in development.
- Minima - Local RAG (on-premises) with MCP server.
- MySQL - MySQL database integration with configurable access controls and schema inspection
- BigQuery - BigQuery database integration with schema inspection and query capabilities
- BigQuery - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities
- Windows CLI - MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells.
- Playwright MCP Server - An MCP server using Playwright for browser automation and webscrapping
- Perplexity - Interacting with Perplexity
- Docker - Run and manage docker containers, docker compose, and logs
- HuggingFace Spaces - Server for using HuggingFace Spaces, supporting Images, Audio, Text and more. Claude Desktop mode for ease-of-use.
- Data Exploration - MCP server for autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
- CoinCap - A MCP server that provides real-time cryptocurrency market data through CoinCap's public API without requiring authentication
- Search1API - Search and crawl in one API
- Search1API - Search and crawl in one API
- Apple Shortcuts - An MCP Server Integration with Apple Shortcuts
- Vega-Lite - Generate visualizations from fetched data using the VegaLite format and renderer.
- Excel - Excel manipulation including data reading/writing, worksheet management, formatting, charts, and pivot table
- Android MCP - 📲 An MCP server that provides control over Android devices through ADB. Offers device screenshot capture, UI layout analysis, package management, and ADB command execution capabilities.
- Home Assistant - Interact with Home Assistant to control smart home devices, query states, manage automations, and troubleshoot your smart home setup.
- Godot MCP - MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects.
- Unity3d Game Engine - MCP Server to control and interact with Unity3d Game Engine for game development
- Rootly-AI-Labs/Rootly-MCP-server - MCP server for the incident management platform [Rootly](https://rootly.com/).
- Calculator - This server enables LLMs to use calculator for precise numerical calculations.
- Algorand - A comprehensive MCP server for tooling interactions(40+) and resource accessibility(60+) plus many useful prompts to interact with Algorand Blockchain.
- QGIS - connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.
- gotoolkits/wecombot - 🏎️ ☁️ An MCP server application that sends various types of messages to the WeCom group robot.
- Snowflake - Snowflake database integration with read/write capabilities and insight tracking
- Clojars - Obtains latest dependency details for Clojure libraries.
- Airtable - Read and write access to Airtable databases.
- Apple Notes - Talk with your Apple Notes
- Contentful - Interact with your content on the Contentful platform
- Everything Search - Fast Windows file search using Everything SDK
- Maven - Tools to query latest Maven dependency information
- Box - File access and search for Box.
- NPM Search - Search for npm packages
- llm-context - Share code context with LLMs via Model Context Protocol or clipboard.
- Zapier - Connect your AI Agents to 8,000 apps instantly
- Windows Control - Programmatic control over Windows system operations including mouse, keyboard, window management, and screen capture using nut.js.
- AniList - AniList MCP server for accessing AniList API data
- APISIX-MCP - APISIX Model Context Protocol (MCP) server is used to bridge large language models (LLMs) with the APISIX Admin API, supporting querying and managing all resources in [Apache APISIX](https://github.com/apache/apisix).
- Backup - Add smart Backup ability to coding agents like Windsurf, Cursor, Cluade Coder, etc
- Binary Ninja - A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binary Ninja](https://binary.ninja) with your favorite MCP client.
- Chaitin IP Intelligence - Search for IP addresses using Chaitin's IP Intelligence API.
- clj-kondo-MCP - Clojure linter
- Comet Opik - MCP server to talk to your [Opik](https://github.com/comet-ml/opik) cloud or open-source instance to query and analyze LLM traces, metrics and observability.
- Database - Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB, and SQLite
- DeepView MCP - Enables IDEs like Cursor and Windsurf to analyze large codebases using Gemini's 1M context window.
- Email - This server enables users to send emails through various email providers, including Gmail, Outlook, Yahoo, Sina, Sohu, 126, 163, and QQ Mail. It also supports attaching files from specified directories, making it easy to upload attachments along with the email content.
- FileScopeMCP - Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codebase. Automatically parses popular programming languages, Python, Lua, C, C++, Rust, Zig.
- GDB - A GDB/MI protocol server based on the MCP protocol, providing remote application debugging capabilities with AI assistants.
- Gemsuite - The ultimate open-source server for advanced Gemini API interaction with MCP, intelligently selects models.
- Gru Sandbox - Gru-sandbox(gbox) is an open source project that provides a self-hostable sandbox for MCP integration or other AI agent usecases.
- HackMD - A Model Context Protocol server for integrating [HackMD](https://hackmd.io)'s note-taking platform with AI assistants.
- IDA Pro MCP - MCP Server for automated reverse engineering with IDA Pro.
- Linear - Integrates with Linear project management systems.
- Make - Turn your Make scenarios into callable tools for AI assistants.
- Todoist - Full implementation of Todoist Rest API for MCP server
- Trello - Trello integration for working with boards, lists in boards and cards in lists.
- User Feedback - Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.
- Vibe Check - The definitive Vibe Coder's sanity check MCP server: Prevents cascading errors by calling a "Vibe-check" agent to ensure alignment and prevent scope creep
- WebSearch-MCP - Self-hosted Websearch API
- weibaohui/k8m - cluster Kubernetes management and operations using MCP, featuring a management interface, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
- weibaohui/kom - cluster Kubernetes management and operations using MCP, It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
- Whois MCP - MCP server that performs whois lookup against domain, IP, ASN and TLD.
- Agentset - RAG MCP for your [Agentset](https://agentset.ai/) data.
- BloodHound-MCP - integration that connects BloodHound with AI through MCP, allowing security professionals to analyze Active Directory attack paths using natural language queries instead of Cypher.
- Skyvern - MCP Server to let Claude / your AI control the browser
Official Servers
- EdgeOne Pages MCP - An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.
- Bucket - Flag features, manage company data, and control feature access using [Bucket](https://bucket.co)
- CircleCI - Enable AI Agents to fix build failures from CircleCI.
- Context 7 - Context7 MCP - Up-to-date Docs For Any Cursor Prompt
- DataWorks - A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the DataWorks Open API through a standardized interface. This implementation is based on the Aliyun Open API and enables AI agents to perform cloud resources operations seamlessly.
- ELEMENT.FM - Create and publish unlimited podcast shows and episodes with [ELEMENT.FM](https://element.fm)
- Notion - Notion official MCP server
- Mailtrap - Integrates with Mailtrap Email API.
- Mastra/mcp - Client implementation for Mastra, providing seamless integration with MCP-compatible AI models and tools.
- Mastra/mcp-docs-server - Provides AI assistants with direct access to Mastra.ai's complete knowledge base.
- MCP Toolbox for Databases - Open source MCP server specializing in easy, fast, and secure tools for Databases.
- Playwright - Playwright MCP server
- QA Sphere - Integration with [QA Sphere](https://qasphere.com/) test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs
- Supabase - Connects to Supabase platform for database, auth, edge functions and more.
- Twilio - Interact with [Twilio](https://www.twilio.com/en-us) APIs to send messages, manage phone numbers, configure your account, and more.
- Webflow - Interact with Webflow APIs to list and edit your site and CMS data.
- AWS Bedrock KB Retrieval - Query Amazon Bedrock Knowledge Bases using natural language to retrieve relevant information from your data sources.
- AWS CDK - Get prescriptive CDK advice, explain CDK Nag rules, check suppressions, generate Bedrock Agent schemas, and discover AWS Solutions Constructs patterns.
- AWS Core - Core AWS MCP server providing prompt understanding and server management capabilities.
- AWS Cost Analysis - Analyze CDK projects to identify AWS services used and get pricing information from AWS pricing webpages and API.
- ZenML - Interact with your MLOps and LLMOps pipelines through your [ZenML](https://www.zenml.io) MCP server
- Cloudflare - Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1)
- Metoro - Query and interact with kubernetes environments monitored by Metoro
- Zapier - Connect your AI Agents to 8,000 apps instantly.
- Fibery - Perform queries and entity operations in your [Fibery](https://fibery.io) workspace.
- 21st.dev Magic - Create crafted UI components inspired by the best 21st.dev design engineers.
- Adfin - The only platform you need to get paid - all payments in one place, invoicing and accounting reconciliations with [Adfin](https://www.adfin.com/).
- AgentQL - Enable AI agents to get structured data from unstructured web with [AgentQL](https://www.agentql.com/).
- AgentRPC - Connect to any function, any language, across network boundaries using [AgentRPC](https://www.agentrpc.com/).
- Aiven - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services
- ALAPI - ALAPI MCP Tools,Call hundreds of API interfaces via MCP
- Apify - [Actors MCP Server](https://apify.com/apify/actors-mcp-server): Use 3,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more
- APIMatic MCP - APIMatic MCP Server is used to validate OpenAPI specifications using [APIMatic](https://www.apimatic.io/). The server processes OpenAPI files and returns validation summaries by leveraging APIMatic’s API.
- Audiense Insights - Marketing insights and audience analysis from [Audiense](https://www.audiense.com/products/audiense-insights) reports, covering demographic, cultural, influencer, and content engagement analysis.
- Axiom - Query and analyze your Axiom logs, traces, and all other event data in natural language
- Bankless Onchain - Query Onchain data, like ERC20 tokens, transaction history, smart contract state.
- Firecrawl - Extract web data with [Firecrawl](https://firecrawl.dev)
- Box - Interact with the Intelligent Content Management platform through Box AI.
- Browserbase - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
- Chargebee - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com).
- Chroma - Embeddings, vector search, document storage, and full-text search with the open-source AI application database
- Chronulus AI - Predict anything with Chronulus AI forecasting and prediction agents.
- ClickHouse - Query your [ClickHouse](https://clickhouse.com/) database server.
- Cloudflare - Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1)
- Convex - Introspect and query your apps deployed to Convex.
- Dart - Interact with task, doc, and project data in [Dart](https://itsdart.com), an AI-native project management tool
- DevHub - Manage and utilize website content within the [DevHub](https://www.devhub.com) CMS platform
- E2B - Run code in secure sandboxes hosted by [E2B](https://e2b.dev)
- EduBase - Interact with [EduBase](https://www.edubase.net), a comprehensive e-learning platform with advanced quizzing, exam management, and content organization capabilities
- eSignatures - Contract and template management for drafting, reviewing, and sending binding contracts.
- Exa - Search Engine made for AIs by [Exa](https://exa.ai)
- Fewsats - Enable AI Agents to purchase anything in a secure way using [Fewsats](https://fewsats.com)
- Financial Datasets - Stock market API made for AI agents
- Fireproof - Immutable ledger database with live synchronization
- Gitee - Gitee API integration, repository, issue, and pull request management, and more.
- gotoHuman - Human-in-the-loop platform - Allow AI agents and automations to send requests for approval to your [gotoHuman](https://www.gotohuman.com) inbox.
- Meilisearch - Interact & query with Meilisearch (Full-text & semantic search API)
- Milvus - Search, Query and interact with data in your Milvus Vector Database.
- MotherDuck - Query and analyze data with MotherDuck and local DuckDB
- Needle - Production-ready RAG out of the box to search and retrieve data from your own documents.
- Neon - Interact with the Neon serverless Postgres platform
- OceanBase - MCP Server for OceanBase database and its tools
- Octagon - Deliver real-time investment research with extensive private and public market data.
- Grafana - Search dashboards, investigate incidents and query datasources in your Grafana instance
- Graphlit - Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a searchable [Graphlit](https://www.graphlit.com) project.
- GreptimeDB - Provides AI assistants with a secure and structured way to explore and analyze data in [GreptimeDB](https://github.com/GreptimeTeam/greptimedb).
- Hologres - Connect to a [Hologres](https://www.alibabacloud.com/en/product/hologres) instance, get table metadata, query and analyze data.
- Hyperbrowser - [Hyperbrowser](https://www.hyperbrowser.ai/) is the next-generation platform empowering AI agents and enabling effortless, scalable browser automation.
- IBM wxflows - Tool platform by IBM to build, test and deploy tools for any data source
- ForeverVM - Run Python in a code sandbox.
- Inbox Zero - AI personal assistant for email [Inbox Zero](https://www.getinboxzero.com)
- Inkeep - RAG Search over your content powered by [Inkeep](https://inkeep.com)
- Integration App - Interact with any other SaaS applications on behalf of your customers.
- JetBrains
- Kagi Search - Search the web using Kagi's search API
- Keboola - Build robust data workflows, integrations, and analytics on a single intuitive platform.
- Logfire - Provides access to OpenTelemetry traces and metrics through Logfire.
- Langfuse Prompt Management - Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts.
- Lingo.dev - Make your AI agent speak every language on the planet, using [Lingo.dev](https://lingo.dev) Localization Engine.
- Mailgun - Interact with Mailgun API.
- Oxylabs - Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction.
- PayPal - The PayPal Model Context Protocol server allows you to integrate with PayPal APIs through function calling. This protocol supports various tools to interact with different PayPal services.
- Perplexity - An MCP server that connects to Perplexity's Sonar API, enabling real-time web-wide research in conversational AI.
- Powerdrill - An MCP server that provides tools to interact with Powerdrill datasets, enabling smart AI data analysis and insights.
- VeyraX - Single tool to control all 100+ API integrations, and UI components
- Xero - Interact with the accounting data in your business using our official MCP server
- Qdrant - Implement semantic memory layer on top of the Qdrant vector search engine
- Ramp - Interact with [Ramp](https://ramp.com)'s Developer API to run analysis on your spend and gain insights leveraging LLMs
- Raygun - Interact with your crash reporting and real using monitoring data on your Raygun account
- Rember - Create spaced repetition flashcards in [Rember](https://rember.com) to remember anything you learn in your chats
- Riza - Arbitrary code execution and tool-use platform for LLMs by [Riza](https://riza.io)
- Semgrep - Enable AI agents to secure code with [Semgrep](https://semgrep.dev/).
- SingleStore - Interact with the SingleStore database platform
- StarRocks - Interact with [StarRocks](https://www.starrocks.io/)
- Stripe - Interact with Stripe API
- Tavily - Search engine for AI agents (search + extract) powered by [Tavily](https://tavily.com/)
- Thirdweb - Read/write to over 2k blockchains, enabling data querying, contract analysis/deployment, and transaction execution, powered by [Thirdweb](https://thirdweb.com/)
- Tinybird - Interact with Tinybird serverless ClickHouse platform
- UnifAI - Dynamically search and call tools using [UnifAI Network](https://unifai.network)
- Unstructured - Set up and interact with your unstructured data processing workflows in [Unstructured Platform](https://unstructured.io)
- Verodat - Interact with Verodat AI Ready Data platform
- AWS Documentation - Fetch, convert, and search AWS documentation pages, with recommendations for related content.
- AWS Nova Canvas - Generate images using Amazon Nova Canvas with text prompts and color guidance.
- DexPaprika - Access real-time DEX analytics across 20+ blockchains with [DexPaprika API](https://docs.dexpaprika.com), tracking 5M+ tokens, pools, volumes, and historical market data. Built by CoinPaprika.
- GitHub - GitHub's official MCP Server
- Last9 - Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster.
- RAD Security - Interact with the RAD Security platform which provides AI-powered security insights for Kubernetes and cloud environments.
- Sentry - Official MCP server for [Sentry](https://sentry.io).
- YepCode - Execute any LLM-generated code in the [YepCode](https://yepcode.io) secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages
Clients
- mcphub.nvim
- mcp-cli
- mcp-client
- MCP-Bridge
- MCP-Chatbot - compatible LLM API.
- Zed
- genkit
- Continue
- gpt-computer-assistant
- MCP-Connect - based AI services to access local Stdio based MCP servers by HTTP/HTTPS requests.
- codemirror-mcp
- LibreChat - source AI Web UI, supporting multiple providers including OpenAI, Anthropic, Google, Ollama, and local models. Includes MCP support for Agents.
- Nerve - based agents.
Frameworks
- centralmind/gateway - CLI that generates MCP tools based on your Database schema and data using AI and host as REST, MCP or MCP-SSE server
- ChatHub
- LiteMCP - A TypeScript framework for building MCP servers elegantly
- mcp-framework - Fast and elegant Typescript framework for building MCP servers
- oatpp-mcp - Anthropic's Model Context Protocol implementation for Oat++
Reference Servers
- Sentry - Retrieving and analyzing issues from Sentry.io
- Sqlite - Database interaction and business intelligence capabilities
- Filesystem - Secure file operations with configurable access controls
- GitHub - Repository management, file operations, and GitHub API integration
- GitLab - GitLab API, enabling project management
- Git - Tools to read, search, and manipulate Git repositories
- Google Drive - File access and search capabilities for Google Drive
- Memory - Knowledge graph-based persistent memory system
- Brave Search - Web and local search using Brave's Search API
- Fetch - Web content fetching and conversion for efficient LLM usage
- PostgreSQL - Read-only database access with schema inspection
- Puppeteer - Browser automation and web scraping
- Google Maps - Location services, directions, and place details
- Google Maps - Location services, directions, and place details
- PostgreSQL - Read-only database access with schema inspection
- Puppeteer - Browser automation and web scraping
- Sentry - Retrieving and analyzing issues from Sentry.io
- Sequential Thinking - Dynamic and reflective problem-solving through thought sequences
- Slack - Channel management and messaging capabilities
- Sqlite - Database interaction and business intelligence capabilities
Reference Implementation Servers
- GitHub - Repository management, file operations, and GitHub API integration
- GitLab - GitLab API, enabling project management
- Git - Tools to read, search, and manipulate Git repositories
- Google Drive - File access and search capabilities for Google Drive
- Memory - Knowledge graph-based persistent memory system
- Brave Search - Web and local search using Brave's Search API
- Fetch - Web content fetching and conversion for efficient LLM usage

Programming Languages

TypeScript 79 Python 71 JavaScript 37 Go 16 Rust 2 CSS 1 C++ 1 C# 1 Lua 1 MDX 1

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