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An open API service indexing awesome lists of open source software.

Projects in Awesome Lists tagged with model-context-protocol

A curated list of projects in awesome lists tagged with model-context-protocol .

https://github.com/prefecthq/fastmcp

🚀 The fast, Pythonic way to build MCP servers and clients.

agents fastmcp llms mcp mcp-clients mcp-servers mcp-tools model-context-protocol python

Last synced: 01 Jun 2026

https://github.com/microsoft/mcp-for-beginners

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

csharp java javascript javascript-applications mcp mcp-client mcp-security mcp-server model model-context-protocol modelcontextprotocol python rust typescript

Last synced: 04 Aug 2026

https://github.com/jlowin/fastmcp

🚀 The fast, Pythonic way to build MCP servers and clients

fastmcp llm mcp mcp-client mcp-server model-context-protocol

Last synced: 13 May 2025

https://github.com/upsonic/upsonic

The most reliable AI agent framework that supports MCP.

agent agent-framework claude computer-use llms mcp model-context-protocol openai rag reliability

Last synced: 03 Jul 2026

https://github.com/firecrawl/firecrawl-mcp-server

🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

batch-processing claude content-extraction data-collection firecrawl firecrawl-ai javascript-rendering llm-tools mcp mcp-server model-context-protocol search-api web-crawler web-scraping

Last synced: 07 Apr 2026

https://github.com/the-open-agent/openagent

⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openagentai.org

agent agentic agentic-ai agi chatbot chatgpt gpt harness hermes-agent knowledge-base langchain llm mcp model-context-protocol multi-agent openagent openai openclaw rag

Last synced: 02 Jul 2026

https://github.com/coplaydev/unity-mcp

Unity MCP acts as a bridge, allowing AI assistants (like Claude, Cursor) to interact directly with your Unity Editor via a local MCP (Model Context Protocol) Client. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.

ai ai-integration anthropic claude claude-co copilot cursor deepseek game-development gamedev gemini llm mcp model-context-protocol openai unity unity3d videogames

Last synced: 09 Mar 2026

https://github.com/casibase/casibase

⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-context-protocol)/A2A (agent-to-agent) management platform with admin UI, user management and Single-Sign-On⚡️, supports ChatGPT, Claude, Llama, Ollama, HuggingFace, etc., chat bot demo: https://ai.casibase.com, admin UI demo: https://ai-admin.casibase.com

a2a agent agi casibase chatbot chatgpt claude gemini gpt huggingface knowledge-base langchain llama llm manus mcp model-context-protocol multi-agent openai rag

Last synced: 14 Feb 2026

https://github.com/lastmile-ai/mcp-agent

Build effective agents using Model Context Protocol and simple workflow patterns

agents ai ai-agents llm llms mcp model-context-protocol python

Last synced: 11 May 2025

https://ibm.github.io/mcp-context-forge/

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

agents ai api-gateway asyncio authentication-middleware devops docker fastapi federation gateway generative-ai jwt kubernetes llm-agents mcp model-context-protocol observability prompt-engineering python tools

Last synced: 08 Jun 2026

https://github.com/KnockOutEZ/wigolo

The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.

agent ai ai-agent claude cli developer-tools local-first mcp mcp-server metasearch model-context-protocol nodejs privacy rag search search-engine typescript web-crawler web-scraping web-search

Last synced: 04 Aug 2026

https://github.com/nanbingxyz/5ire

5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .

knowledge-base llms mcp mcp-client model-context-protocol

Last synced: 14 May 2025

https://github.com/homeassistant-ai/ha-mcp

The Unofficial and Awesome Home Assistant MCP Server

ai claude hacs home-assistant home-automation llm mcp model-context-protocol

Last synced: 04 Jul 2026

https://github.com/ivanmurzak/unity-mcp

AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a tool by a single line. Works with Claude Code, Gemini, Copilot, Cursor and any other absolutely for free.

ai ai-integration anthropic claude claude-code claude-desktop cli copilot cursor game-development gamedev gemini llm mcp mcp-server model-context-protocol openai unity windsurf

Last synced: 08 Jun 2026

https://github.com/oomol-lab/open-connector

Open-source auth gateway connecting 1000+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.

agent-tools ai-agents api-gateway automation cli cloudflare-workers connectors integration-platform mcp model-context-protocol oauth oomol openapi openconnector saas-integrations sdk self-hosted typescript

Last synced: 27 Jul 2026

https://github.com/CoplayDev/unity-mcp

A Unity MCP server that allows MCP clients like Claude Desktop or Cursor to perform Unity Editor actions.

ai ai-integration anthropic claude claude-co copilot cursor deepseek game-development gemini llm mcp model-context-protocol openai unity unity3d

Last synced: 08 Aug 2025

https://github.com/jgravelle/jcodemunch-mcp

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.

ai-coding ai-tools ast claude claude-code code-intelligence code-retrieval context-window cursor developer-tools github llm mcp mcp-server model-context-protocol structured-retrieval token-efficient token-optimization token-savings tree-sitter

Last synced: 07 Aug 2026

https://github.com/blazickjp/arxiv-mcp-server

A Model Context Protocol server for searching and analyzing arXiv papers

ai arxiv claude-ai gpt llm mcp-server model-context-protocol papers python research

Last synced: 26 Apr 2026

https://github.com/bethington/ghidra-mcp

Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker deployment.

ai binary-analysis ghidra ghidra-extension java mcp mcp-server model-context-protocol python reverse-engineering static-analysis

Last synced: 23 May 2026

https://github.com/stacklok/toolhive

ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.

ai ai-security aicodeassistant golang kubernetes mcp mcp-security mcp-servers mcp-tools model-context-protocol security

Last synced: 15 Jul 2026

https://github.com/WenyuChiou/awesome-agentic-ai-zh

A structured, trilingual (繁中 / 简中 / English) learning roadmap for agentic AI — from LLM basics to multi-agent systems. 8 stages · 145+ curated projects · hands-on exercises. 中文 AI agent 學習地圖。

agentic-ai ai-agents awesome-list claude-code claude-skills cli learning-roadmap llm-agents mcp model-context-protocol trilingual tutorial

Last synced: 07 Jun 2026

https://github.com/maxritter/pilot-shell

How real engineers run Claude Code: spec-driven planning, enforced TDD, persistent memory, and quality enforcement on all levels. Make Claude Code production-ready.

ai-agents ai-assistant ai-coding ai-coding-tools ai-engineering ai-tools anthropic anthropic-claude claude claude-ai claude-code claude-context claude-skills claudecode model-context-protocol spec-driven-development

Last synced: 27 May 2026

https://github.com/jamubc/gemini-mcp-tool

MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding

ai claude cli codebase-analysis file-analysis gemini mcp model-context-protocol npm typescript

Last synced: 19 Jan 2026

https://github.com/taylorwilsdon/google_workspace_mcp

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool

ai g-suite gmail google-calendar google-chat google-docs google-drive google-forms google-sheets google-tasks google-workspace gsuite llm llm-tools mcp mcp-server model-context-protocol model-context-protocol-server model-context-protocol-servers workspace

Last synced: 02 Apr 2026

https://github.com/cameroncooke/xcodebuildmcp

A Model Context Protocol (MCP) server that provides Xcode-related tools for integration with AI assistants and other MCP clients.

mcp mcp-server model-context-protocol model-context-protocol-servers xcode xcodebuild

Last synced: 08 Feb 2026

https://github.com/chrisryugj/korean-law-mcp

국가법령정보MCP | 법제처 41개 API → 15개 MCP 도구. 법령·판례·조례·조약을 AI로 검색·조회·분석 | 41 Korean legal APIs → 15 MCP tools

api claude cli korea korean-law law legal legal-ai legal-tech mcp mcp-server model-context-protocol precedent typescript

Last synced: 16 Apr 2026

https://github.com/universal-tool-calling-protocol/code-mode

🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code execution.

ai-agents codemode mcp model-context-protocol toolchain utcp

Last synced: 24 Jan 2026

https://github.com/zcaceres/mcp-markdownify-server

A Model Context Protocol server for converting almost anything to Markdown

ai anthropic anthropic-ai anthropic-claude markdown mcp model-context-protocol ocr tools

Last synced: 15 Apr 2025

https://github.com/maxritter/claude-pilot

Claude Code is powerful. Pilot makes it reliable. Start a task, grab a coffee, come back to production-grade code. Tests enforced. Context preserved. Quality automated.

ai-agents ai-assistant ai-coding ai-coding-tools ai-engineering ai-tools anthropic anthropic-claude claude claude-ai claude-code claude-context claude-mem claude-skills claudecode mcp model-context-protocol software-engineering spec-driven-development

Last synced: 22 Feb 2026

https://github.com/zcaceres/markdownify-mcp

A Model Context Protocol server for converting almost anything to Markdown

ai anthropic anthropic-ai anthropic-claude markdown mcp model-context-protocol ocr tools

Last synced: 14 May 2025

https://github.com/0xSteph/pentest-ai

Offensive-security MCP server with 205 wrapped tools, 17 specialist agents, and 60 SPA-aware probes for OWASP Top 10. CLI + MCP, BYO LLM. No API key needed on MCP path.

ai-security bug-bounty claude ctf cybersecurity exploit exploit-chaining hacking-tools mcp model-context-protocol nmap offensive-security osint penetration-testing pentest-ai pentesting python red-team security vulnerability-scanner

Last synced: 01 Aug 2026

https://github.com/thclaws/thclaws

Open-source AI agent harness in native Rust — GUI, CLI, headless, and webapp from one binary. Multi-provider, MCP, skills, plugins, agent teams.

agent-harness agent-teams ai-agent anthropic claude-code cli desktop-app developer-tools gemini kms llm llm-wiki mcp model-context-protocol multi-provider ollama openai rust tauri telegram-bot

Last synced: 04 Jun 2026

https://github.com/massgen/massgen

🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce high-quality results. | Join us on Discord: discord.massgen.ai

agent agentic-ai autonomous-agents cli collaborative-ai conversational-ai genai generative-ai llm llm-orchestration model-context-protocol multi-agent python terminal-ui test-time-scaling tool-calling

Last synced: 06 Apr 2026

https://github.com/atlassian/atlassian-mcp-server

Official remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucket, and Compass to Claude, ChatGPT, Cursor, VS Code, and other AI tools using OAuth 2.1 or API tokens.

ai ai-agents atlassian bitbucket chatgpt claude compass confluence copilot cursor developer-tools jira jira-service-management llm mcp mcp-server model-context-protocol oauth rovo vscode

Last synced: 28 Jul 2026

https://github.com/bgauryy/octocode

MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codebase/s into AI-optimized knowledge on simple and complex flows | Find real implementations and live docs from anywhere

agent ai ai-agents ai-tools claude-ai code-intelligence code-search context cursor cursor-ai development github github-api llm mcp model-context-protocol modelcontextprotocol octocode semantic-search vibe-coding

Last synced: 03 Jun 2026

https://github.com/kimsungwhee/apple-docs-mcp

MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in Claude, Cursor & AI assistants

ai-assistant api-documentation apple apple-developer-docs-mcp apple-developer-documentation apple-docs-mcp apple-documentation claude claude-code cursor documentation ios-development macos-development mcp model-context-protocol objective-c swift swift-mcp swiftui

Last synced: 21 Jan 2026

https://github.com/secretiveshell/mcp-bridge

A middleware to provide an openAI compatible endpoint that can call MCP tools

ai claude mcp mcp-server mcp-servers model-context-protocol openai openai-api

Last synced: 15 May 2025

https://github.com/nduckmink/arkon

Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills. Connect Claude and other LLMs via Model Context Protocol (MCP) for automated, secure organizational knowledge integration.

enterprise-ai knowledge-base-embeddings knowledge-based-systems knowledge-bases llm-wiki-personal-knowledge-base mcp mcp-server model-context-protocol organizational-knowledge rag self-hosted wiki

Last synced: 14 May 2026

https://github.com/apify/mcpc

A universal CLI client for MCP. mcpc supports persistent sessions, stdio/HTTP, OAuth 2.1, tasks, JSON output for code mode, proxy for AI sandboxes, x402, and more.

ai-agents bash claude cli code-mode command-line mcp mcp-client model-context-protocol shell

Last synced: 03 Jun 2026

https://github.com/alexander-zuev/supabase-mcp-server

Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.

cursor model-context-protocol supabase windsurf

Last synced: 14 May 2025

https://github.com/dadbodgeoff/drift

Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across sessions. MCP server for any IDE. Offline CLI.

ai-tools cli code-quality csharp java mcp mcp-server model-context-protocol pattern-detection php python typescript vscode-extension

Last synced: 05 Feb 2026

https://github.com/jacksteamdev/obsidian-mcp-tools

Add Obsidian integrations like semantic search and custom Templater prompts to Claude or any MCP client.

mcp mcp-server model-context-protocol

Last synced: 25 Apr 2026

https://github.com/rekog-labs/mcp-nest

A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts.

llm llms mcp mcp-nest model-context-protocol modelcontextprotocol nestjs

Last synced: 18 Feb 2026

https://github.com/AVIDS2/memorix

Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Antigravity, OpenClaw, Hermes Agent, Oh-my-Pi, Pi, Copilot, Kiro, OpenCode, and Trae.

agent-memory ai-coding antigravity claude-code codex coding-agents copilot cross-agent-memory cursor gemini-cli hermes-agent local-first mcp mcp-server model-context-protocol oh-my-pi openclaw opencode typescript windsurf

Last synced: 12 Jul 2026

https://github.com/dbt-labs/dbt-mcp

A MCP (Model Context Protocol) server for interacting with dbt.

data-analytics data-engineering dbt llm mcp mcp-server model-context-protocol

Last synced: 14 Apr 2026

https://github.com/adhikasp/mcp-client-cli

A simple CLI to run LLM prompt and implement MCP client.

langchain llm mcp model-context-protocol

Last synced: 16 May 2025

https://github.com/pab1it0/prometheus-mcp-server

A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.

ai devops llm mcp model-context-protocol prometheus

Last synced: 01 May 2026

https://github.com/maxritter/claude-codepro

Production-Grade Development Environment for Claude Code. Quality automated. Context optimized. Testing enforced. Ship with confidence. ✔️

ai-agents ai-assistant ai-coding ai-coding-tools ai-engineering ai-tools anthropic anthropic-claude claude claude-ai claude-code claude-context claude-mem claude-skills claudecode mcp model-context-protocol software-engineering spec-driven-development

Last synced: 02 Feb 2026

https://github.com/zaidmukaddam/scira-mcp-chat

A minimalistic MCP client with a good feature set.

anthropic grok3 mcp mcp-client model-context-protocol openai xai

Last synced: 28 Dec 2025

https://github.com/domdomegg/airtable-mcp-server

🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases

airtable mcp-server model-context-protocol

Last synced: 18 Jan 2026

https://github.com/karanb192/reddit-mcp-buddy

Clean, LLM-optimized Reddit MCP server. Browse posts, search content, analyze users. No fluff, just Reddit data.

ai-assistant claude mcp mcp-server model-context-protocol reddit reddit-api typescript

Last synced: 21 Feb 2026

https://github.com/CodeAbra/iai-personal-memory-engine

Independent Autistic Intelligence — a cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time. Free, local, works with Cursor, Claude Code, Codex, OpenClaw, Hermes and more. MIT.

agent-memory ai-memory claude claude-code codex cursor encrypted episodic-memory gemini llm-memory local-first long-term-memory mcp mcp-memory mcp-server model-context-protocol persistent-memory rag-alternative sqlite vector-database

Last synced: 30 Jul 2026

https://github.com/TaazKareem/clickup-mcp-server

ClickUp MCP Server - Integrate ClickUp project management with AI through Model Context Protocol

ai artificial-intelligence clickup clickup-api lists llm mcp mcp-server model-context-protocol productivity project-management spaces task-management tasks workspaces

Last synced: 07 Sep 2025

https://github.com/nicobailon/pi-mcp-adapter

Token-efficient MCP adapter for Pi coding agent

ai claude coding-agent extension llm mcp model-context-protocol pi

Last synced: 11 May 2026

https://github.com/dex-original/okx-agent-trade-kit

okx trading bot okx agent mcp cli cryptocurrency okx api automated trading typescript okx trading bot model context protocol cursor ai trading crypto spot futures okx trading bot npm pnpm okx mcp open source quant defi cex okx trading bot algorithmic trading crypto bot okx trading bot okx api mcp okx trading bot crypto mcp

ai-trading algorithmic-trading automated-trading cex cli crypto cryptocurrency defi futures mcp model-context-protocol npm okx okx-api open-source pnpm quant spot trading-bot typescript

Last synced: 06 Jul 2026

https://github.com/youichi-uda/godot-mcp-pro

162 MCP tools for AI-powered Godot 4 development. Scene, animation, 3D, physics, particles, audio, shader, input simulation, runtime analysis, navigation, testing & more. $15 one-time.

ai ai-tools claude cursor game-development gamedev gdscript godot godot-engine godot-plugin godot4 mcp model-context-protocol

Last synced: 13 May 2026

https://github.com/alioshr/memory-bank-mcp

A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.

antrophic claude cline cline-memory-bank cursor mcp-server memory-bank model-context-protocol windsurf

Last synced: 17 Jun 2025

https://github.com/andrea9293/mcp-documentation-server

MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search • File uploads • Smart chunking • Multilingual support • Zero-setup 🎯 Perfect for: New frameworks • API docs • Internal guides

documents gemini knowledge-base mcp-server model-context-protocol

Last synced: 05 Jun 2026

https://github.com/apify/mcp-cli

mcpc is a CLI client for MCP. It supports persistent sessions, stdio/HTTP, OAuth 2.1, JSON output for code mode, proxy for AI sandboxes, and much more.

ai-agents bash claude cli code-mode command-line mcp mcp-client model-context-protocol shell

Last synced: 04 Mar 2026

https://github.com/hmmhmmhm/daiso-mcp

한국 로컬 리테일과 영화관 조회를 MCP, CLI, Codex Skill로 연결합니다.

cgv clawhub cli codex-skill daiso gs25 inventory korea korean-retail mcp mcp-server model-context-protocol oliveyoung retail

Last synced: 10 Jun 2026

https://github.com/afrise/MCPSharp

MCPSharp is a .NET library that helps you build Model Context Protocol (MCP) servers and clients - the standardized API protocol used by AI assistants and models.

ai aifunctions dotnet dotnet-standard mcp mcp-client mcp-server microsoft-extensions-ai model-context-protocol sdk semantic-kernel

Last synced: 12 Jun 2025

https://github.com/cyberchitta/llm-context.py

Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes smart code outlining.

claude-desktop cli coding model-context-protocol tools

Last synced: 13 Nov 2025

https://github.com/ucsandman/dashclaw

🛡️The governance runtime for AI agents. Intercept actions, enforce guard policies, require approvals, and produce audit-ready decision trails.

agent-framework agent-governance agent-runtime ai-agents ai-governance ai-infrastructure ai-ops autogen claude-code crew-ai decision-engine developer-tools hermes langchain mcp mcp-server model-context-protocol openclaw

Last synced: 06 Jul 2026

https://github.com/afrise/mcpsharp

MCPSharp is a .NET library that helps you build Model Context Protocol (MCP) servers and clients - the standardized API protocol used by AI assistants and models.

ai aifunctions dotnet dotnet-standard mcp mcp-client mcp-server microsoft-extensions-ai model-context-protocol sdk semantic-kernel

Last synced: 15 May 2025

https://github.com/microsoft/DebugMCP

Gift your VS Code agent a real debugger: breakpoints, stepping, inspection.

ai-agent ai-debugging breakpoints copilot cursor debugger llm mcp model-context-protocol vscode-extension

Last synced: 05 Apr 2026

https://github.com/mzxrai/mcp-webresearch

MCP web research server (give Claude real-time info from the web)

anthropic anthropic-claude mcp model-context-protocol web-research

Last synced: 27 Aug 2025

https://github.com/getdatanaut/openmcp

Turn any openapi file into an mcp server, with just the tools you need.

mcp mcp-client mcp-server model-context-protocol openapi

Last synced: 20 Jun 2025

https://github.com/FootprintAI/Containarium

Open-source agent runtime — SSH-native isolation, eBPF egress policy, Kubernetes + LXC backends, GPU passthrough, MCP-native CLI

agent-native agent-runtime agent-sandbox agentic-ai ai-agents claude code-sandbox cursor ebpf gpu kubernetes llm lxc mcp model-context-protocol multi-tenant sandbox self-hosted ssh

Last synced: 29 Jul 2026

https://github.com/dakkshin/after-effects-mcp

MCP Server for Adobe After Effects. Enables remote control (compositions, text, shapes, solids, properties) via the Model Context Protocol using ExtendScript.

after-effects ai automation javascript mcp model-context-protocol motion-graphics nodejs remote-control typescript video-editing

Last synced: 21 May 2026

https://github.com/vinkius-labs/mcpfusion

MCP Fusion - The TypeScript framework for secure MCP servers.

mcp mcp-framework mcp-server model-context-protocol

Last synced: 23 May 2026

https://github.com/vinkius-labs/vurb.ts

Vurb.ts - The TypeScript Framework for MCP Servers. Type-safe tools, structured AI perception, and built-in security. Deploy once — every AI assistant connects instantly.

ai-tools anthropic claude-code claude-mcp-server cursor cursor-mcp developer-tools framework llm mcp mcp-agent-framework mcp-server mcp-server-api mcp-servers model-context-protocol mva open-source openai-mcp typescript vscode-mcp

Last synced: 01 May 2026

https://github.com/langchain-ai/langchainjs-mcp-adapters

** THIS REPO HAS MOVED TO https://github.com/langchain-ai/langchainjs/tree/main/libs/langchain-mcp-adapters ** Adapters for integrating Model Context Protocol (MCP) tools with LangChain.js applications, supporting both stdio and SSE transports.

agent-tools ai-tools javascript langchain langchainjs llm-agents llm-integration llm-tools mcp model-context-protocol openai-functions typescript

Last synced: 19 Jan 2026

https://github.com/erickochen/purple

Open-source terminal SSH manager and SSH config editor in Rust. Fuzzy search hundreds of hosts, sync from 16 clouds, transfer files, manage Docker and Podman over SSH, sign short-lived Vault SSH certs and expose an MCP server for AI agents.

cli cloud-sync command-line-tool devops hashicorp-vault homelab mcp model-context-protocol proxmox ratatui rust sftp-client ssh ssh-client ssh-config ssh-manager ssh-tunnel sysadmin terminal tui

Last synced: 25 Apr 2026

https://github.com/designcomputer/mysql_mcp_server

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases

ai mcp model-context-protocol mysql

Last synced: 15 May 2025

https://github.com/QVerisAI/qveris-agent-toolkit

Open-source toolkit for the QVeris capability routing network: CLI, MCP server, Python SDK, skills, and REST API docs for agents to discover, inspect, call, and audit real-world tools.

ai-agent ai-tools cli developer-tools mcp model-context-protocol openclaw plugin python-sdk qveris rest-api tool-calling tool-discovery typescript

Last synced: 28 Jun 2026

https://github.com/qverisai/qveris-agent-toolkit

Open-source toolkit for the QVeris capability routing network: CLI, MCP server, Python SDK, skills, and REST API docs for agents to discover, inspect, call, and audit real-world tools.

ai-agent ai-tools cli developer-tools mcp model-context-protocol openclaw plugin python-sdk qveris rest-api tool-calling tool-discovery typescript

Last synced: 13 Jun 2026

https://github.com/HarimxChoi/google-surf-mcp

Google search MCP. One MCP replaces search + fetch + academic-paper extractor.

academic-research fetch google-search mcp model-context-protocol pdf-processing playwright self-healing

Last synced: 26 Jun 2026

https://github.com/cablate/mcp-google-map

A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.

agent-skill ai ai-agent dive geocoding geospatial google-map google-maps mcp mcp-server model-context-protocol places-api streamable-http typescript

Last synced: 01 Apr 2026

https://github.com/dmontgomery40/deepseek-mcp-server

Model Context Protocol server for DeepSeek's advanced language models

deepseek-api deepseek-chat deepseek-r1 deepseek-v3 mcp model-context-protocol r1

Last synced: 16 May 2025

https://github.com/cyanheads/model-context-protocol-resources

Exploring the Model Context Protocol (MCP) through practical guides, clients, and servers I've built while learning about this new protocol.

ai-agents ai-development developer-guides llm-tools mcp mcp-servers model-context-protocol model-context-protocol-servers

Last synced: 08 Oct 2025

https://github.com/jasonjmcghee/claude-debugs-for-you

Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension

anthropic autodebug automation claude context debug debugging debugging-tool llm mcp model model-context-protocol protocol vibe vibe-coding vibe-debugging vscode vscode-extension

Last synced: 04 Apr 2025

https://github.com/mnemox-ai/idea-reality-mcp

Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI & Product Hunt — returns a 0-100 reality signal. MCP tool. Try: mnemox.ai/check

ai developer-tools github hackernews mcp model-context-protocol npm producthunt pypi reality-check

Last synced: 02 Mar 2026

https://github.com/kerlenton/mcpsnoop

Wireshark for MCP. A transparent proxy that shows every real tool call between your AI client and your MCP servers, live in your terminal.

bubbletea claude cli codex cursor debugging devtools golang mcp model-context-protocol proxy terminal tui

Last synced: 15 Jul 2026

https://github.com/artokun/comfyui-mcp

The local-first, agent-native control plane for ComfyUI — MCP server + Claude Code plugin. 108 tools, 29 AI skills (Flux · WAN · LTX video · Qwen · Z-Image). Author & run workflows, edit your live graph in natural language, manage models & custom nodes. Local, LAN, VPS, or Comfy Cloud.

agent-skills ai-agent claude-code claude-plugin claude-skills comfyui comfyui-extension comfyui-mcp comfyui-mcp-server flux image-generation local-first mcp mcp-server model-context-protocol qwen stable-diffusion text-to-image video-generation wan

Last synced: 02 Jul 2026

https://github.com/Denis2054/Context-Engineering-for-Multi-Agent-Systems

Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-ready blueprint for the Agentic Era, allowing you to replace rigid, hard-coded workflows with a dynamic transparent Context Engine that provides 100% transparency.

agentic-ai agentic-rag context-engineering deterministic-ai gpt-5-api mcp model-context-protocol multi-agent-systems pinecone rag semantic-analysis semantic-blueprints universal-context-engine

Last synced: 14 Apr 2026