AI Dev Impact Lab JA
← Topics ranking · 2026-05
GITHUB TOPIC

#mcp

GitHub repositories that have self-applied the topic "mcp" — a creator-tagged metadata that surfaces how AI projects describe themselves.

71
tagged repos
616
top 40 stars
11
with tool sigs
40
shown

REPOS Repos for #mcp (top 40 by stars)

WenyuChiou/awesome-agentic-ai-zh

AI Agent 中文學習地圖 — 從零開始的結構化學習路徑,每階段有必做練習跟必修閱讀。三語對照(繁中/简中/English)。歡迎社群一起貢獻、優化內容。

Python 516 AI 100 Solo live ↗
linora-u/AgentLoom

Simple, flexible workflow orchestration for multi-agent AI apps, with YAML configuration, runtime safety, observability, and resume support.

Python 29 AI 70 Solo live ↗
garudust-org/garudust-agent

🦅 Open-source self-improving AI agent in Rust — persistent memory, skill learning, tool hub, multi-platform bots & production gateway

Rust 16 AI 100 live ↗
prevu-cloud/prevu

Open-source CLI and agent skills for Prevu — preview/staging environments for coding agents like Claude Code, Codex, Cursor, OpenHands, even OpenClaw and Hermes Agent

TypeScript 7 AI 70 live ↗
helderpgoncalves/feedbot

Turn community chat into a structured product backlog — Telegram + dashboard + MCP for Claude Code.

Python 6 AI 70 Solo live ↗
oomkapwn/enquire-mcp

The most advanced MCP server for Obsidian. Hybrid retrieval (BM25 + ML embeddings + BGE reranker, RRF-fused), HNSW + int8 quantization, standalone .base file execution, GraphRAG-light wikilink communities, PDFs + OCR, stateful remote MCP. For Claude Code, Claude Desktop, Cursor, ChatGPT, Codex.

TypeScript 4 AI 70 Solo live ↗
icloudza/algokiller-plugin

ARM64 trace evidence analysis & cipher algorithm recovery — Claude Desktop plugin with skills + local MCP server driving the native ak_search engine over GB-scale trace files

Python 4 AI 70 Solo live ↗
SidCorp-co/forge

Self-hosted lifecycle platform for software powered by Claude Code. Configurable pipelines, devices you control, no credentials on the server. Apache-2.0.

TypeScript 3 AI 70
paultyng/testagent

A fake CLI agent for testing orchestration tooling — emits Claude-shaped hooks, MCP traffic, and stream-json without calling any LLM.

Go 3 AI 70 2 sig
HandleCoding/OpenHuskyAgent

OpenHuskyAgent

Java 3 AI 45
aayushostwal/nexus

Plugin-first AI terminal workspace for Codex and Claude Code with planning, CI/CD debugging, reusable agents, skills, TODOs, and MCP tool integrations.

JavaScript 2 AI 70
JohanYP/Opencode-Assistant

Self-hosted personal AI assistant on Telegram. Powered by OpenCode + Claude Sonnet (free big-pickle). OpenClaw skills compatible. SQLite + MCP live memory with optional Ollama vector search.

TypeScript 2 AI 70 1 sig
jscott3201/rusty-bacnet-mcp

Dedicated MCP (Model Context Protocol) server for agentic interaction with BACnet building automation networks — bulk reads, hot-reload safety layer, and a ratatui operator console on the rusty-bacnet stack.

Rust 2 AI 45 1 sig
ejentum/ejentum-mcp

MCP server for the Ejentum Logic API. Exposes the four cognitive harnesses (reasoning, code, anti-deception, memory) as MCP tools any agentic client can call.

JavaScript 2 AI 45
Doompy/agent-action-runner

Agent-safe action and workflow runner for TypeScript backends.

TypeScript 1 AI 100
steph-frtech/claude-code-up

npx claude-code-up — bootstrap a Claude Code project with curated agents, skills, MCPs, scaffolders & lib bundles. JSON-driven decision tree, e2e verified.

Shell 1 AI 100 Solo 1 sig live ↗
Wool-xing/Test-Agent

AI Testing Agent Framework · 16 experts + 32 skills + 49 utils · Multi-LLM (Claude/OpenAI/Qwen/etc) · MCP-native · Open-source · Learn-while-using

Python 1 AI 90 Solo live ↗
ericelizes1/agentclip-python

Python SDK + CLI + MCP server for AgentClip — the open-source tool that turns AI agent runs into shareable URLs.

Python 1 AI 70 Solo 2 sig live ↗
arapov/capsulemcp

Capsule CRM tools for Claude. Local install via npx, org-wide via Custom Connectors. Read-only mode supported.

TypeScript 1 AI 70 Solo live ↗
keynv-labs/keynv

AI-safe secrets management — aliases instead of values; AI agents never see real secrets.

TypeScript 1 AI 70 1 sig live ↗
Mehtabk/DeeplyAgentic

Building smart, scalable AI agent systems. Harness AI. Reclaim Time. Amplify Impact.

Python 1 AI 70
Veedcrawl/mcp

Official VeedCrawl MCP server for transcripts, metadata, and AI-powered video extraction. Powerful Video intelligence for AI agents.

TypeScript 1 AI 70 live ↗
Mohakgarg5/crosswalk-mcp

AI-native, MCP-first career copilot. Local-first. Zero API keys. Bring your own model.

TypeScript 1 AI 70
mopanc/saga

Topic-grained, layered memory layer for AI coding agents — local-first, MCP, single binary. Plug Claude Code / Cursor / Windsurf / Antigravity into persistent memory across sessions and machines.

Go 1 AI 70
RD2100/blackboard-mcp

Cross-session coordination for Claude Code — file locks, build locks, knowledge sharing, and a real-time dashboard

Python 1 AI 70
HasanJahidul/terminal-history-mcp

Search your shell history (zsh/bash/fish) from Claude/MCP. Local SQLite FTS5. Secret-redacted.

TypeScript 1 AI 70
Surt/cleo

Dependency manager for Claude Code — rules, skills, agents, and MCP servers. The missing package manager for Claude.

Python 1 AI 70 1 sig
cturkieh/france-data-mcp

Boîte à outils MCP et TypeScript pour interroger les données publiques françaises (INSEE, FINESS, Annuaire Santé Ameli, IGN, DINUM). Pour Claude, Cursor et toute app TypeScript.

TypeScript 1 AI 70 Solo live ↗
NAJEMWEHBE/UnrealClaudeMCP

Drive Unreal Engine 5 from Claude Code via local MCP — 11 editor automation tools, ~50ms round-trip. MIT licensed.

C++ 1 AI 60
Deltologic/datadoe-mcp

Hosted Amazon Seller & Vendor MCP server. Connect Claude, ChatGPT, Cursor, Codex, Gemini, GitHub Copilot to Amazon SP-API and Ads API data

TypeScript 1 AI 50 live ↗
inceptyon-labs/gargantua

Native macOS system cleaner with YAML-driven safety rules, local AI explainability via MLX, and an MCP server for agent-controlled cleanup workflows.

Swift 1 AI 45 2 sig
aecoder-br/revit-ai-powered-plugin-template

A professional, multi-version, AI-ready Revit add-in template for building production-grade Revit plugins with clean architecture, WPF/WebView2 UI, MCP integration, AI gateway orchestration, and agent-friendly development workflows.

C# 0 AI 100 4 sig live ↗
twilliamsliu/qa-agent-framework

A platform-layer playbook for running QA with multiple AI Agents. Conventions, structures, and guardrails above your LLM/IDE.

0 AI 100 Solo live ↗
Ggrryta/agent-mesh

A gateway + skill letting Claude Code agents collaborate across machines

Go 0 AI 100
mischasigtermans/claude-parley

Cross-session peer agents for Claude Code. Ask one project what another knows, with full context and memory across turns.

TypeScript 0 AI 100
yucx-go/agent-knowledge

AI agent knowledge & long-term memory · MCP server, knowledge graph, BM25 + RRF retrieval · drop-in for Claude Code/ Openclaw/ Cursor / Codex / Hermes

Python 0 AI 100 Solo 1 sig live ↗
benjaminlevaillant-OnceUPapaTime/claude-company-brain

A practical architecture for building persistent memory for Claude AI — Journal (short-term), Company Brain (long-term), governance framework. Based on Notion + MCP + Git

0 AI 100
thanhpt1110/agent-me

Personal AI OS framework — myself, but in agent mode. 24/7 autonomous agent that handles your daily/weekly workload.

JavaScript 0 AI 100 1 sig
V-Gutierrez/faith

Agent-first Bible CLI. Multi-locale, deterministic, offline. Returns canonical JSON, supports batch and multi-translation parallel lookups.

Rust 0 AI 100 Solo live ↗
xiangyugongzuoliu/claude-code-tutorial

把 Claude Code 用进真实项目的中文教程,先讲它怎么工作,再当官方手册查。Chinese tutorial for Claude Code.

0 AI 100 Solo live ↗

RELATED Other topics · full topics ranking →

#claude-code

122

#ai-agents

73

#claude

73

#llm

67

#python

56

#developer-tools

49

#ai

45

#anthropic

42

#typescript

42

Aggregated by case-insensitive match against topics_json of each repo's latest content snapshot. methodology