AI Dev Impact Lab JA
← Topics ranking · 2026-10
GITHUB TOPIC

#mcp-tools

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

23
tagged repos
90
top 23 stars
8
with tool sigs
23
shown

REPOS Repos for #mcp-tools (top 23 by stars)

shitianfang/jev-use

Claude Code / Codex / pi plugin that hands agent steps needing no text output to Jev (TypeSafe's judgment model) — measured p50 ~230 ms and ~$0.02 per 1,000 judgments, with typed escalation back to the LLM

JavaScript ★ 60 AI 70 Solo live ↗
opencue/cuecards

Agent profile manager for Claude Code & Codex. Per-directory profiles select which skills, MCP servers, and plugins load — automatically, before launch. Install: npm install -g cue-ai

TypeScript ★ 6 AI 70 2 sig live ↗
KB-perByte/hiveshare

Collaborative AI memory for engineering teams - share context across Claude Code, Cursor, and teammates

Go ★ 5 AI 70 1 sig
Azhonaras/soul-engine

Epistemic Bio-Homeostatic Identity & Memory Kernel for AI Agents with Model Context Protocol (MCP) Interface

Python ★ 5 AI 70 2 sig
codeztech-atique/500-AI-Agents-Projects

The 500 AI Agents Projects is a curated collection of AI agent use cases across various industries. It showcases practical applications and provides links to open-source projects for implementation, illustrating how AI agents are transforming sectors such as healthcare, finance, education, retail, and more.

Python ★ 3 AI 100 Solo live ↗
nseney1/Aegis-Guardrails

Deterministic governance and guardrails for autonomous AI coding agents. Features AST verification, evidence-based rule execution, and native MCP support for Antigravity and Claude Code.

Python ★ 2 AI 100
Hongyuan-Lu/local-research-library-mcp

专供 AI 智能体访问本地研究文献库的 MCP。支持 PDF、Markdown、BibTeX、RIS、EndNote 及 XML 格式;具备自动索引、智能搜索及只读访问功能。MCP server for AI agents to access local research libraries. Supports PDF, Markdown, BibTeX, RIS, EndNote, XML. Auto-index, smart search, read-only.

Python ★ 2 AI 70
oberon-systems/enggraph

Engineering Graph for AI coding agents. Code intelligence, persistent memory, plans and multi-project context over MCP.

Python ★ 1 AI 70 Solo 1 sig live ↗
zeyu-j/centricmem-skill

A human-driven memory infrastructure for AI agents: shared context across agents, workspaces and teammates. Unified decisions, notes and session units as searchable .md cards, privately hosted and served over MCP to major agents like Claude Code, Codex, Cursor, Hermes and more.

JavaScript ★ 1 AI 70 Solo live ↗
Evalogical-Inc/devReady

A zero-dependency, read-only CLI that checks whether your machine actually meets a project's declared requirements, and tells you exactly what to fix. Built for humans, CI, and AI coding agents (Claude Code, Codex, any MCP client).

Python ★ 1 AI 70 1 sig live ↗
mehulgupta-dev/AgentOpsGuardian

MCP-based AI agent monitoring system

Python ★ 1 AI 45
alex1976/Database-mcp

An MCP server that exposes a SQL Server database to Claude

C# ★ 1 AI 45 Solo 1 sig live ↗
shunvel/mcp-breaker

Semantic MCP circuit breaker — stdio JSON-RPC proxy that stops AI agent tool loops in 2–3 iterations

Go ★ 1 AI 45
outofmemry/browspark

BrowserMCP and Chrome extension that let AI agents browse, click, and debug real websites in your own browser. Console, network, debugger, profiling, and Lighthouse, all from one tool call.

TypeScript ★ 1 AI 45 Solo 2 sig live ↗
Michaela2024/product-analytics-agent

AI agent that answers product analytics questions conversationally — queries metrics, compares segments, detects anomalies, and generates charts using Claude and MCP

Python ★ 0 AI 100
buvaneswaraneb/mcp-database-bridge

A lightweight MCP server bridging Claude Desktop and local databases. Enables AI-driven data analysis without risking destructive operations.

Python ★ 0 AI 70 Solo live ↗
mazenaly256/LINTelligent

AI-integrated backend service for code linting (i.e. analyzing code for issues), with an accompanying MCP server for AI-agent integration.

C# ★ 0 AI 70 Solo live ↗
bindryai/Plugins

Official plugin marketplace for Bindry — compiles your Binders into Claude Code, Codex and Copilot skills, so instructions load only when they're actually relevant.

JavaScript ★ 0 AI 70 live ↗
tecno-consultores/hermes-opencode-bridge

Microservicio FastAPI que actúa como un puente seguro entre Hermes Agent y OpenCode, permitiendo la delegación autónoma de tareas de programación y ejecución de código bajo una capa de auditoría estricta vía ACP (Agent Communication Protocol).

Python ★ 0 AI 70 live ↗
RoxyAPI/astrology-mcp-server

Astrology MCP server for AI agents: natal charts, horoscopes, synastry, Vedic kundli, tarot and 18+ domains on one key, hosted Remote MCP or stdio.

TypeScript ★ 0 AI 70 1 sig live ↗
AgiMaulana/Ahoy

An intelligent MCP gateway that replaces tool overload with on-demand discovery and routing for AI agents.

Go ★ 0 AI 70
akanemartins/oh-my-cassette

你的随身 AI 剪辑搭档 | Pocket AI co-editor for video montage — AI video editing plugin & MCP server for Claude Code, Codex, Hermes & OpenCode

Python ★ 0 AI 70 Solo live ↗
Leone542/mcp

🤖 Taskade MCP · Official MCP server and OpenAPI to MCP codegen. Build AI agent tools from any OpenAPI API and connect to Claude, Cursor, and more.

TypeScript ★ 0 AI 70 Solo live ↗

RELATED Other topics · full topics ranking →

#claude-code

2,838

#ai-agents

2,208

#llm

1,699

#claude

1,484

#mcp

1,376

#python

1,357

#developer-tools

1,237

#ai

1,038

#codex

1,005

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