model-context-protocol GitHub repositories

zinja-coder/jadx-mcp-server

MCP server for JADX-AI Plugin

★ 811+1 todayPython

bgauryy/octocode

Code research platform for AI agents; find, understand, and prove context across your code and all of GitHub, in a fraction of the tokens. One toolset, MCP or CLI

microsoft/DebugMCP

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

★ 575+1 todayTypeScript

AnkleBreaker-Studio/unity-mcp-server

Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, Cursor, or any MCP client to Unity Editor & Unity Hub. Scene management, GameObjects, components, builds, profiling, Shader Graph, Amplify, terrain, physics, NavMesh, animation, MPPM multiplayer & more. Free & open source by AnkleBreaker Studio.

jonigl/mcp-client-for-ollama

Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming responses, human-in-the-loop, thinking mode, model params config, system prompts, and saved preferences.

risa-labs-inc/BossConsole

Open-source, multi-platform harness for AI agents - a native, multi-threaded operator's console (JVM, not Electron) to run Claude Code, Codex, Gemini or OpenCode with a real browser, terminal, editor, secrets & 200+ MCP tools. Built for enterprises, science & research.

YoanWai/agent-manager

The fastest developer workflow for every AI coding agent. Live status, quick prompts, worktrees, and diff review from one tmux TUI. Discord: discord.gg/ecS88An7pF

★ 625+0 todayGo

ai-agents claude-code

haris-musa/excel-mcp-server

Excel MCP server: let AI (Claude, Cursor, Codex) create and edit Excel files with charts, PivotTables, slicers and formulas. No Excel required.

★ 4.3K+0 todayPython

unbrowse-ai/unbrowse

Unbrowse - Reverse engineer any website so that your agents can access its APIs directly

bostrot/wslmanager

GUI for the Windows Subsystem for Linux — and native Linux/macOS VMs on Mac. Install, back up, move and configure distros without CLI flags; AI assistant with tools, MCP server for agents, remote WSL over SSH.

★ 4.0K+0 todayDart

rekog-labs/MCP-Nest

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

★ 724+0 todayTypeScript

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 .

★ 5.4K+0 todayTypeScript

mcp llms

Muvon/octocode

Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep understanding of your codebase.

wshobson/maverick-mcp

Stock market MCP server for Yahoo Finance data, technical analysis, portfolio tracking, and Python backtesting. Runs locally with no API key for core tools.

ArcadeAI/arcade-mcp

MCP Server Framework and Tool Development library for building custom capabilities into agents.

★ 1.1K+0 todayPython

tugcantopaloglu/godot-mcp

MCP server for full Godot 4.x engine control: 157 tools for AI-driven game development (GDScript and C#/.NET). Tested with Godot 4.7.

★ 504+0 todayTypeScript

kitfunso/hippo-memory

Stop re-teaching your agent. Make your agent's memory work like a brain. Hippo is long-term memory for coding agents. It's a critical layer for your AI harness that connects across your different tools (Cursor, Claude Code, Codex). It keeps your proprietary data completely local, and it actually learns over time.

dbt-labs/dbt-mcp

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

★ 613+0 todayPython

docsagent/docsagent

⚡ DocsAgent — give your AI agents instant, private access to your personal knowledge base (Zotero, Obsidian, Apple Notes supported now, local docs on the road). Native C++ search core: BM25 + passage ranking in ~15 ms. MCP server for Claude, Cursor, Cline & any MCP client.

TykTechnologies/tyk

Open Source API and AI Gateway supporting REST, GraphQL, TCP, gRPC and MCP (Model Context Protocol)

★ 10.9K+0 todayGo

agentic-box/memora

Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.

★ 746+0 todayPython

mcp claude-code

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.

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.

★ 520+0 todayPython

Cranot/roam-code

Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 287 commands, 246 MCP tools, change-safety gates, audit evidence, zero API keys.

StuMason/coolify-mcp

MCP server for Coolify — 42 optimized tools for managing self-hosted PaaS through AI assistants

★ 616+0 todayTypeScript

cordum-io/cordum

The action firewall for AI agents. Enforce policy and human approval before risky tool calls, shell commands, workflows, and production changes, with auditable evidence.

universal-tool-calling-protocol/python-utcp

Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.

★ 653+0 todayPython

zcaceres/markdownify-mcp

A Model Context Protocol server for converting almost anything to Markdown

★ 3.0K+0 todayTypeScript

pnoker/iot-dc3

IoT DC3 — Connect the Physical World to AI. An open-source Industrial IoT Runtime for Physical AI: 36 protocol drivers, edge-to-cloud data delivery, and an MCP tool gateway so AI agents act on devices in a safe, controllable, traceable loop.

Rath-Team/OpenRath

An open-source, PyTorch-like runtime for dynamic multi-agent and multi-session workflows.

★ 960+0 todayPython

llm ai-agents

Sidiora-Labs/paxeer-monorepo

Paxeer X is a Distributed HyperState Machine for payments, code execution and intent routing. Designed for Machines and the Users operating them.

★ 544+0 todayGo

ai machine-learning

pinganbbOvO/ai-companion-kit

给你的 AI 一副身体，和一点人味 —— 会记事、会看场合的 QQ 陪聊 + 能控制安卓手机的 MCP

★ 503+0 todayJavaScript

PV-Bhat/vibe-check-mcp-server

Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambiguous Tasks, High-Risk tasks

★ 502+0 todayTypeScript

ai-agents mcp