Back to Topics Directory
Topic Hub

#mcp (30 Repositories)

Ranked open-source repositories tagged with #mcp, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

82.5%

Avg Review Latency

16.9h

Filter by language

30 repositories tagged #mcp

S TierGo 347 3 GFIs

kerlenton/mcpsnoop

Wireshark for MCP. A transparent proxy that shows every real tool call between your AI client and your MCP servers, live in your terminal.

90.9%
Merge Rate
9h
First Review
80%
1st-Timers
6
Maintainers
S TierTypeScript 83 1 GFIs

Bike4Mind/bike4mind

The open-core AI workbench — notebooks, agents, RAG, voice, and images across any model: OpenAI, Anthropic, Google, xAI, or local via Ollama/vLLM. BSL 1.1, auto-converting to Apache-2.0 on a two-year clock. Your AI keeps running when theirs doesn't.

79.9%
Merge Rate
4h
First Review
81%
1st-Timers
27
Maintainers
S TierPython 295 15 GFIs

DobermanCore/Doberman-Core

Your AI's guard dog. Doberman sits at runtime, gating every input, output and tool call to stop unsafe or unintended actions before they execute.

89.4%
Merge Rate
1d
First Review
82%
1st-Timers
14
Maintainers
S TierRust 1.5k 12 GFIs

mxsm/rocketmq-rust

🚀 Apache RocketMQ built in Rust 🦀 — faster, safer, and more memory-efficient. Powering high-performance messaging for the AI era, with AI Agent, MCP, and AI-SRE capabilities.

91.7%
Merge Rate
-
First Review
50%
1st-Timers
13
Maintainers
S TierGo 1.1k 3 GFIs

vshulcz/deja-vu

The most accurate, cheapest and fastest memory for coding agents: searchable session history from Claude Code, Codex, Cursor and 32 more agents, already on your disk. No LLM, one Go binary.

72.0%
Merge Rate
8h
First Review
75%
1st-Timers
14
Maintainers
S TierPython 513 4 GFIs

coco-research/coco

CoCo Super Intelligence is the orchestration layer that turns Claude Code, Cursor, or Codex into an engineering department: a routed advisory board, 226 skills, 386 commands, persistent state. Local. Open-core — MIT core; Super Intelligence is proprietary, own-use.

71.6%
Merge Rate
3h
First Review
100%
1st-Timers
2
Maintainers
S TierPython 7.6k 101 GFIs

repowise-dev/repowise

Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.

80.3%
Merge Rate
-
First Review
55%
1st-Timers
60
Maintainers
S TierTypeScript 979 2 GFIs

liliu-z/stashbase

An open-source, local-first writing workspace where you can write with Claude Code and Codex, drawing on your own sources and past work.

86.5%
Merge Rate
5h
First Review
89%
1st-Timers
13
Maintainers
S TierTypeScript 3.3k

giancarloerra/SocratiCode

Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysis & call-flow, interactive HTML viewer, cross-project & branch-aware search, DB/API/infra knowledge. 61% less tokens, 84% fewer calls, 37x faster. Cloud in beta.

84.4%
Merge Rate
2h
First Review
83%
1st-Timers
11
Maintainers
S TierGo 1.6k 27 GFIs

openchoreo/openchoreo

OpenChoreo is an internal developer platform for Kubernetes

77.0%
Merge Rate
3d
First Review
59%
1st-Timers
41
Maintainers
S TierGo 196

highflame-ai/zeroid

Highflame ZeroID: Autonomous Agent Identity Management System (AAIMS)

80.0%
Merge Rate
12h
First Review
73%
1st-Timers
11
Maintainers
S TierJava 315

jdubois/boot-ui

The missing developer UI for Spring Boot and Quarkus!

87.9%
Merge Rate
14h
First Review
67%
1st-Timers
4
Maintainers
S TierPython 3.8k 11 GFIs

pipeshub-ai/pipeshub-ai

The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 and 40+ connectors) into a permission-aware workspace that agents can search, grep, navigate and cite. MCP, SDKs and built-in agents. Self-hosted.

72.7%
Merge Rate
-
First Review
76%
1st-Timers
38
Maintainers
S TierJavaScript 120

artokun/comfyui-mcp-panel

The local-first sidebar AI agent for ComfyUI — runs on your own Claude OR ChatGPT subscription (no API keys, no extra LLM costs). Drives your live graph: edits, workflows & installs in natural language. The panel UI for comfyui-mcp, the agent-native control plane for ComfyUI.

82.8%
Merge Rate
2h
First Review
75%
1st-Timers
4
Maintainers
S TierPython 278 1 GFIs

ffroliva/gflow-cli

Drive Google Flow from the command line: Veo video and Imagen images, scripted, batched and pipeline-ready. Ships an MCP server so coding agents can drive it too, giving you and your agents full programmatic control over generation. Unofficial, alpha, not affiliated with Google.

77.1%
Merge Rate
7h
First Review
100%
1st-Timers
5
Maintainers
S TierRust 225 4 GFIs

IngvarConsulting/unica

Unica (Ю́ника) — публичный плагин Codex и Claude Code для разработки на 1С:Предприятии.

74.9%
Merge Rate
-
First Review
80%
1st-Timers
9
Maintainers
S TierTypeScript 347

leancoderkavy/premiere-pro-mcp

Adobe Premiere Pro MCP — independent, local-first server for supported workflows. Connect Claude, Codex, or Cursor through a local CEP bridge.

77.3%
Merge Rate
2h
First Review
33%
1st-Timers
6
Maintainers
S TierGo 1.1k

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.

77.3%
Merge Rate
2d
First Review
60%
1st-Timers
5
Maintainers
S TierPython 1.3k

datalayer/jupyter-mcp-server

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

90.5%
Merge Rate
1h
First Review
100%
1st-Timers
18
Maintainers
S TierTypeScript 676

arcjet/arcjet-js

Runtime security for AI apps and agents: prompt injection detection, tool-call authorization, sensitive-data redaction, bot protection, and rate limiting. Drop it into your JS/TS code.

80.2%
Merge Rate
5h
First Review
80%
1st-Timers
6
Maintainers
S TierTypeScript 500

ryantsai/KKTerm

Super-tool for vibe coders & system admins — terminals, SSH, SFTP, RDP/VNC, dashboards, install helpers, and a built-in AI assistant.

95.8%
Merge Rate
6d
First Review
75%
1st-Timers
6
Maintainers
S TierRust 186

tsouth89/toolport

Local-first MCP gateway. One port for every tool and every AI client: lazy discovery (~90% token savings), tool integrity + quarantine, secrets in the OS keychain.

93.2%
Merge Rate
15h
First Review
88%
1st-Timers
10
Maintainers
S TierTypeScript 409

decocms/studio

Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar

83.5%
Merge Rate
1d
First Review
68%
1st-Timers
11
Maintainers
S TierPython 419 7 GFIs

Lyellr88/marm-memory

Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indexing & concept graphs in SQLite. Enables zero-cloud, privacy-first context & instant recall, supports multi-agent swarms.

79.8%
Merge Rate
-
First Review
33%
1st-Timers
9
Maintainers
S TierTypeScript 1.5k

dyoshikawa/rulesync

A Utility CLI for AI Coding Agents

88.1%
Merge Rate
3d
First Review
81%
1st-Timers
14
Maintainers
S TierTypeScript 6.3k

CopilotKit/openbot

Open-source AI coworkers that each get a computer of their own: a browser, files and tools, with every action decided before it happens and recorded after. Bring any AG-UI agent.

81.0%
Merge Rate
1h
First Review
69%
1st-Timers
12
Maintainers
S TierJava 8.9k 4 GFIs

iflytek/astron-agent

Enterprise-grade, commercial-friendly agentic workflow platform for building next-generation SuperAgents.

85.2%
Merge Rate
23h
First Review
40%
1st-Timers
14
Maintainers
S TierTypeScript 2.2k 1 GFIs

MCPJam/inspector

Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.

78.9%
Merge Rate
17h
First Review
44%
1st-Timers
15
Maintainers
S TierTypeScript 28.4k

QwenLM/qwen-code

An open-source AI coding agent that lives in your terminal.

76.1%
Merge Rate
5h
First Review
60%
1st-Timers
173
Maintainers
S TierTypeScript 103

VeriTeknik/pluggedin-app

The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discovering, configuring, and managing Model Context Protocol (MCP) servers—bringing together AI tools, workspaces, prompts, and logs from multiple MCP sources (Claude, Cursor, etc.) under one roof.

89.9%
Merge Rate
<1h
First Review
50%
1st-Timers
5
Maintainers