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← Topics ranking Β· 2026-10
GITHUB TOPIC

#mcp-server

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

387
tagged repos
2,442
top 40 stars
17
with tool sigs
40
shown

REPOS Repos for #mcp-server (top 40 by stars)

Ikalus1988/MisakaNet

πŸ“š A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. | https://misakanet.org

Python β˜… 512 AI 70 Solo 3 sig live β†—
sosoj92/jarvis-assistant-vocal

Assistant vocal local en francais : Claude ou Ollama (offline), domotique Hue, OBS, agenda, navigateur, appels Twilio, serveur MCP. Python.

Python β˜… 449 AI 70 1 sig
Patdolitse/piia-engram

Local-first AI memory you can see, edit, and override β€” portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.

Python β˜… 162 AI 70 Solo live β†—
ZIZKA-AI-SL/ZizkaDB

Audit trail database for AI agents. Tamper-evident, checksum-backed decision logs with session replay and time-travel debugging to support EU AI Act Article 12 record-keeping. Drift detection, MCP, Python & TypeScript SDKs. Self-host or cloud.

Python β˜… 129 AI 70 5 sig live β†—
EliasOulkadi/shokunin

職人 Shokunin 62 AI agent skills for OpenCode, Claude Code, Cursor, Windsurf. ChromaDB memory, MCP servers, declarative self-updates. Multi-model, open source, zero cost.

HTML β˜… 113 AI 70 Solo live β†—
madguyevans-creator/resale-agent-skill-hub

AI-powered multi-platform C2C resale toolkit β€” 8 Claude Code skills + MCP server for automating second-hand selling

Python β˜… 95 AI 100
tathagat22/plumb-mcp

Local Figma MCP server with no REST rate limits, no metered tool-call quotas, and a verification loop. Drop-in alternative to Figma's Dev Mode MCP and Framelink for Claude Code, Cursor, Windsurf β€” works on every plan including Free.

TypeScript β˜… 84 AI 70 Solo live β†—
cocoonstack/sandbox

Fast cold-boot MicroVM sandboxes for AI agents on cocoon

Go β˜… 81 AI 70 live β†—
Octo-Lex/ChatGPT-Web2API

OpenAI-compatible API proxy for ChatGPT web β€” expose ChatGPT as an MCP server, REST API, and OpenAI SDK endpoint via CDP-driven browser automation

Python β˜… 71 AI 60
luckeyfaraday/athena-loops

MIT-licensed, backend-agnostic AI agent orchestration loop in Python: orchestrator→worker→reviewer as a deterministic harness. Drive coding-agent backends through an MCP server + CLI.

Python β˜… 61 AI 60
shitianfang/jev-use

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

JavaScript β˜… 60 AI 70 Solo live β†—
linny006/trending-claude-skills

Auto-updated leaderboard of trending claude-skills and AI agent repos, refreshed every 15 minutes

Python β˜… 49 AI 100 Solo live β†—
raymondchins/agentmap

Stop your coding agent reading the wrong files. Compiler-grade TS/JS repo map β€” 100% precision on blast radius vs grep's 60%, measured on public repos. CLI + MCP server, fully local, no vector DB.

JavaScript β˜… 49 AI 70 2 sig
anzy-renlab-ai/pronounce

πŸ”Š Hear how developers actually pronounce kubectl, nginx, GIF & 1,900+ tech terms. Sourced dictionary + CLI + VS Code + GitHub Action + MCP + Agent Skill.

Python β˜… 44 AI 60 Solo 1 sig live β†—
Perseus-Computing-LLC/perseus

Perseus Context Engine β€” resolve verified workspace state before the context window opens. Local-first, MCP-native, MIT.

Python β˜… 43 AI 35 1 sig live β†—
hunhee98/pluck

MCP-native code retrieval for AI agents β€” 84-88% fewer read tokens, BM25F + semantic search, AST chunks, session dedup

Rust β˜… 42 AI 70
oomkapwn/enquire-mcp

The #1 Obsidian MCP for AI memory β€” freshness-aware, cited, local-first and read-only by default. Dataview, Bases, PDFs, every agent.

TypeScript β˜… 33 AI 70 Solo 2 sig live β†—
korovin-aa97/talkthrough-mcp

Recordings in. Agent-ready evidence out. Local-first MCP for transcripts, keyframes, OCR, speakers, and wall-clock evidence.

Python β˜… 31 AI 70 Solo 2 sig live β†—
eater2/ai_agents_api_library

Verified catalog of 300+ APIs and MCP servers with opinions and statistics so that AI agents can call after a one-time API key/OAuth setup. JSON, llms.txt and an MCP server for agents.

Python β˜… 28 AI 100 Solo 1 sig live β†—
maestrojeong/browser-rs-mcp

Lightweight stealth-oriented browser MCP server in Rust β€” one shared Chrome for many AI agents, 64+ Playwright-style tools, no Node.js runtime.

Rust β˜… 27 AI 70
Consensus-NLP/consensus-mcp

Official MCP server for Consensus. Search 220M+ peer-reviewed research papers from Claude, ChatGPT, Cursor, and any MCP client.

β˜… 27 AI 70 live β†—
djtelicloud/grok-mcp-server

Local-first Grok MCP server & gateway. One shared Grok agent for Cursor, Claude Code, VS Code, Codex & Desktop. xAI API + CLI planes, Control Center.

Python β˜… 23 AI 60 Solo 1 sig live β†—
jiawei686/jev-ultrafast-mcp

Hand a whole browser task off in one call: a decision model drives the page server-side, so a flow costs one call, not a turn per click. Ref-based element tables, code-checked assertions, zero-model macro replay, over the Chrome DevTools Protocol.

Python β˜… 19 AI 45 Solo live β†—
newsbubbles/ismail

Ismail: A high bandwidth agentic interface. Includes Agentic DAW and Agentic VR stage with Evolvable Phone Interface. Have Claude or Codex produce and DJ music, jam with you, make sound effects and interactive soundscapes, movie scores, etc. A Recursive Modifiable Interface for coding measured instruments. It runs from within your harness.

Python β˜… 17 AI 100 Solo 3 sig live β†—
ejentum/ejentum-mcp

MCP server for the Ejentum API. 8 cognitive operations across 4 harnesses (reasoning, code, anti-deception, memory) in dynamic and adaptive modes.

JavaScript β˜… 16 AI 45
thingctx/thingctx

Agent tools from many descriptions in a single integration. Authorize operations, not just tool calls, and approve them when a human is required. The agent gets its own identity and never holds your credentials.

Python β˜… 15 AI 70 live β†—
graphersal/graphersal

In-memory graph database and Gremlin traversal engine in Rust: browser playground, CLI, MCP server for AI agents, durable store, Python bindings.

Rust β˜… 15 AI 70 2 sig live β†—
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 β˜… 15 AI 50 live β†—
denn-gubsky/loomcycle

The runtime substrate for agentic systems β€” one Go binary, six LLM providers, MCP-native, configurable as a managed sandbox or full agentic dev environment. Where agents live, talk, and learn.

Go β˜… 14 AI 70 Solo 1 sig live β†—
clowlove/Hermes-House

πŸ€– Self-Evolving Multi-Agent AI System | 116+ Skills | TrendRadar Β· Reviewer | Learn, Build & Evolve

HTML β˜… 14 AI 70 Solo 1 sig live β†—
rwnalds/engram

Self-hosted MCP server + dashboard giving Claude Code, Cursor & Hermes agents shared long-term memory over a git-backed markdown vault. Agent-native, Obsidian-compatible second brain β€” markdown RAG, no vector DB.

TypeScript β˜… 14 AI 70
KuaaMU/mcp-vision-bridge

MCP server that gives text-only LLM coding agents vision β€” analyze images via any multimodal model (mimo, Claude, Gemini, OpenAI-compatible). Works with Claude Code, Codex, Kimi, opencode, PI.

TypeScript β˜… 13 AI 60
noclickapp/noclick

Build agents to automate any background task; works with your ChatGPT/Claude subscription.

Python β˜… 12 AI 70 2 sig live β†—
tonydzi/whatsapp-mcp-kit

Link WhatsApp to Claude (or any MCP client) in ~20 minutes: a live self-refreshing QR page that makes pairing actually work, production patches, and 12 field gotchas. On top of @sjawhar/whatsapp-mcp.

Python β˜… 11 AI 70
IvanSkainet/arena-agent

Skainet Bridge β€” local automation bridge for AI agents: one process, one port. MCP server + client, REST, browser extension, sandboxed exec. Independent project, unaffiliated.

Python β˜… 9 AI 100 Solo 1 sig live β†—
aryaminus/astro

Astrology MCP server & Agent Skill β€” birth charts, transits, synastry across Western, Vedic/Jyotish & Chinese BaZi. Deterministic zero-dependency Python engine. 18 MCP tools, 31 REST endpoints, ChatGPT Action. Free & self-hostable.

Python β˜… 9 AI 70 Solo 6 sig live β†—
alphaparkinc/genpark-store-hours-checker-skill

GenPark AI Skill - Store operational hours window validation schedule auditor

Python β˜… 9 AI 70 Solo live β†—
alphaparkinc/genpark-ad-spend-optimizer-skill

GenPark AI Skill - Multi-channel ROAS tracking ad allocation optimizer

Python β˜… 9 AI 70 Solo live β†—
alphaparkinc/genpark-order-weight-calculator-skill

GenPark AI Skill - Parcel gross package weight compiling tool

Python β˜… 9 AI 70 Solo live β†—
alphaparkinc/genpark-inventory-alert-trigger-skill

GenPark AI Skill - Velocity monitoring stock reorder alerting engine

Python β˜… 9 AI 70 Solo live β†—

RELATED Other topics Β· full topics ranking β†’

#claude-code

2,815

#ai-agents

2,183

#llm

1,690

#claude

1,475

#mcp

1,359

#python

1,349

#developer-tools

1,231

#ai

1,028

#codex

996

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