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mcp GitHub repositories

Explore 441 tracked GitHub repositories tagged mcp. Compare their recorded star activity and implementation languages, then follow related topics to find other projects.

Snapshot: 2026-10-28. The collection gained 9,183 stars since the previous daily snapshot.

Tracked repositories: 441
Total stars: 4,343,289
Stars gained · 7 days: +68,504
Stars gained · 30 days: +232,259

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Star activity for mcp repositories on this page
Repository	Total stars	Today	7 days	30 days
wanxingai/LightAgent	1.2K	+1	+3	+15
moyangzhan/langchain4j-aideepin	1.4K	+1	+3	+13
AnkleBreaker-Studio/unity-mcp-server	528	+1	+3	+3
Zen4-bit/Proxima	1.2K	+1	+2	+29
jonigl/mcp-client-for-ollama	833	+1	+2	+6

Explore repositories

Showing 301–350 of 441 tracked repositories.

wanxingai/LightAgent

LightAgent: Lightweight Python framework for OpenAI-compatible agents with tools, memory, guardrails, tracing, lifecycle hooks, multi-agent collaboration, and workflows.

★ 1.2K+1 todayPython

moyangzhan/langchain4j-aideepin

AI 应用平台（聊天、绘画、知识库、工作流、 MCP服务市场、语音输入输出、长期记忆） | AI application platform (Chat,Draw,RAG,Workflow,MCP marketplace, ASR,TTS, Long-term memory etc)

★ 1.4K+1 todayJava

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.

Zen4-bit/Proxima

Multi-AI MCP Server - Connect ChatGPT, Claude, Gemini & Perplexity to your coding tools without any API

★ 1.2K+1 todayJavaScript

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.

Deuz-AI/Deuz-SDK

TypeScript AI SDK and agent framework with zero dependencies. Build production AI agents and multi-agent swarms: durable execution, long-term memory, hybrid RAG, MCP client/server, A2A, human-in-the-loop approvals, CodeAct sandboxes, realtime voice. One streaming API, 29 providers: Claude, GPT, Gemini, Grok, DeepSeek, Ollama. Node, Bun, Deno, edge.

qiz029/dscode

A DeepSeek coding agent harness: persistent shell, Ultra subagents, auto approval, Chrome MCP and session telemetry

★ 998+1 todayJavaScript

bartolli/codanna

Local code intelligence MCP server and CLI for AI coding agents

★ 757+1 todayRust

mattzcarey/shippie

extendable code review and QA agent 🚢

★ 2.5K+1 todayTypeScript

pacifio/atlas

Source control for agents. Use multiple coding agents, track their changes and query them in one place

★ 9.5K+1 todayTypeScript

Tura-AI/tura

Build agent that uses 80% less token and delivers better results.

★ 658+1 todayRust

mrwadams/stride-gpt

An AI-powered threat modeling tool that leverages OpenAI's GPT models to generate threat models for a given application based on the STRIDE methodology.

★ 1.1K+1 todayPython

ConardLi/easy-agent

Production-ready open source terminal coding agent with readable, layered code: permission rules, OS sandboxing, MCP, skills, sub-agents, and Anthropic, OpenAI-compatible, Gemini, or local models.

★ 1.0K+1 todayTypeScript

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.

SolaceProducts/solace-agent-mesh

Platform for building and running AI agents across the full lifecycle — build, test, deploy, monitor, improve. Hosts your agents, runs their tools, and coordinates them over an event mesh, with sessions, artifacts, auth, evaluators, and observability built in.

★ 4.9K+1 todayShell

ai-agents python

ascending-llc/jarvis-registry

Connect any AI copilot or autonomous agent to your enterprise tools — through a single, secure MCP/Agent gateway with built-in identity, access control, and full observability.

★ 3.7K+0 todayPython

aipotheosis-labs/aci

ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function calling or a unified MCP server. The birthplace of VibeOps.

★ 4.9K+0 todayPython

ling-stack-org/ling-stack

Local-first AI teammate workspace. Bring your own models and keep project conversations, tool approvals, and results together.

★ 996+0 todayTypeScript

AnalyseDeCircuit/oxideterm

AI-native workspace for local shells and remote machines.Zero Webview, zero OpenSSL, zero telemetry, and no app subscription.Written in Rust+GPUI

★ 1.7K+0 todayRust

DataTalksClub/ai-dev-tools-zoomcamp

A free, hands-on course on using AI developer tools to build, test, deploy, extend, and audit software without losing engineering discipline. The 2026 cohort starts August 31.

★ 1.7K+0 todayPython

dtyq/magic

Magicrew. The first open-source all-in-one AI productivity platform (Generalist AI Agent + Workflow Engine + IM + Online collaborative office system)

★ 5.1K+0 todayTypeScript

mindsdb/mindshub

The unified workspace where open-source models get things done for you.

★ 39.8K+0 todayMakefile

rocketride-org/rocketride-server

High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.

★ 17.8K+0 todayPython

ai machine-learning

promptise-com/Foundry

The foundation layer for agentic intelligence.

★ 893+0 todayPython

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

EvoMap/evolver

The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai

heymrun/heym

Build agentic systems. Run them with confidence. Orchestrate agents, automate business processes, inspect every execution, and keep humans in control. Deploy Heym on your own infrastructure.

atomicstrata/llm-wiki-compiler

The knowledge compiler. Raw sources in, interlinked wiki out. Inspired by Karpathy's LLM Wiki pattern.

★ 2.2K+0 todayTypeScript

microsoft/skills

Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents

★ 3.1K+0 todayTypeScript

six2dez/burp-ai-agent

Burp Suite extension that adds built-in MCP tooling, AI-assisted analysis, privacy controls, passive and active scanning and more

★ 1.6K+0 todayKotlin

preset-io/agor

Multiplayer AI: Bring your team and agents together

★ 1.5K+0 todayTypeScript

Stack-Cairn/LiveAgent

A fully functional AI Agent desktop client that supports Webui access and can be creatively customized and expanded!

★ 2.2K+0 todayTypeScript

ryanfrigo/kalshi-ai-trading-bot

The honest edge layer for Kalshi prediction markets - an agent-native toolkit (CLI, MCP server, Claude skill) that measures whether you actually beat the book instead of claiming it.

★ 634+0 todayPython

llm machine-learning

Johell1NS/browser-search

A skill for AI agents: search the web with SearXNG, browse with Camofox, bypass protections with CloakBrowser. Anti-hallucination by design. Self-hosted, free, unlimited.

waybarrios/vllm-mlx

High-performance OpenAI and Anthropic compatible LLM inference server for Apple Silicon. Native MLX, continuous batching, multimodal models, MCP tool calling, and Claude Code support.

ooples/token-optimizer-mcp

Measure token savings per AI coding agent, optimize context, and share a live local knowledge graph across 16 CLI clients.

★ 563+0 todayJavaScript

agentrq/agentrq

AgentRQ: Human-in-loop realtime conversational task manager for AI Agents. Self-hosted! Control your own agents from wherever you want Mobile, Web, Desktop. Designed to work well with your own Claude subscriptions and any harness with ACP support.

av/harbor

Stop configuring your AI stack. Start using it. One command brings a complete pre-wired LLM stack with hundreds of services to explore.

★ 3.3K+0 todayPython

calmrocks/ai-engineer-notebooks

Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, agents (loop from scratch, tool design, guardrails, MCP, Skills), fine-tuning vs LoRA, prompt-injection/security, LLMOps, and customer craft. Runs on the free Groq API.

★ 712+0 todayJupyter Notebook

strands-agents/samples

Agent samples built using the Strands Agents SDK.

★ 918+0 todayPython

existence-master/Sentient

Your personal AI assistant, running on your own computer. Long-running tasks, real memory, proactive help, voice, phones and smart glasses. Any model, local or cloud. No account.

Annyfee/agent-craft

AI Agent 教学仓库 | 系统化 LangChain、RAG、LangGraph、MCP 全栈实战代码 | 万字博客详解 | 开源可运行示例 | 从零构建智能体

★ 524+0 todayPython

Anil-matcha/open-agent-email

Open-source email infrastructure for AI agents: secure inboxes, REST and MCP APIs, SMTP, human approval workflows, signed webhooks, and Python and TypeScript SDKs. Self-host with Docker and PostgreSQL.

agentregistry-dev/agentregistry

Fast-track AI innovation with a centralized, trusted, curated registry

★ 532+0 todayGo

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

mock-server/mockserver-monorepo

MockServer is an HTTP(S) mock server and proxy for testing that lets you mock APIs, inspect and modify live traffic, and inject failures. It supports HTTP/1.1, HTTP/2, gRPC, WebSockets, TCP and more on a single port, with additional support for HTTP/3, message brokers, and AI/LLM APIs.

★ 5.0K+0 todayJava

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

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.

astrid-runtime/astrid

Astrid is a portable, capability-secure operating system for composable software.

★ 10.3K+0 todayRust