Back to Topics Directory
Topic Hub

#model-context-protocol (30 Repositories)

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

Topic Avg Merge Rate

73.4%

Avg Review Latency

9.7h

Filter by language

30 repositories tagged #model-context-protocol

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 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
S TierTypeScript 2.1k 2 GFIs

Syngnat/GoNavi

High-performance multi-data-source database client — ~30MB, AI & MCP ready, zero Electron bloat. | 高性能多数据源数据库客户端:约 30MB,AI 与 MCP 就绪,告别 Electron 膨胀。

83.0%
Merge Rate
-
First Review
100%
1st-Timers
11
Maintainers
S TierPython 1.9k

NVIDIA-AI-Blueprints/video-search-and-summarization

NVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated reference architecture for building video analytics agents with real-time verified alerts, visual Q&A, and automated reporting. The VSS Blueprint uses vision language models (VLMs) such as NVIDIA Cosmos, LLMs such as NVIDIA Nemotron, RAG, and NVIDIA NIMs.

67.2%
Merge Rate
12h
First Review
63%
1st-Timers
68
Maintainers
A TierTypeScript 829

AVIDS2/memorix

Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Antigravity, OpenClaw, Hermes Agent, Oh-my-Pi, Pi, Copilot, Kiro, OpenCode, and Trae.

75.8%
Merge Rate
1d
First Review
60%
1st-Timers
5
Maintainers
A TierTypeScript 509

chrisdoc/hevy-mcp

Manage your Hevy workouts, routines, folders, and exercise templates. Create and update sessions faster, organize plans, and search exercises to build workouts quickly. Stay synced with changes so your training log is always up to date.

86.1%
Merge Rate
-
First Review
100%
1st-Timers
1
Maintainers
A TierTypeScript 720 28 GFIs

HelpCode-ai/anythingmcp

Open-source, self-hosted MCP gateway: turn any REST/OpenAPI, SOAP, GraphQL, OData or SQL API into MCP tools for Claude, ChatGPT & Copilot. 331 connectors incl. SAP S/4HANA & Business One, ERP, e-commerce.

15.2%
Merge Rate
-
First Review
50%
1st-Timers
8
Maintainers
A TierTypeScript 136

Tapetide-hq/nse-bse-indian-stock-market-data-mcp

Indian stock market MCP server for NSE & BSE — 55 tools across all 8,200+ stocks: live quotes, financials, technicals, 326-ratio screener, FII/DII flows, option chains & IV, filings, IPOs & portfolio. Remote (OAuth) or npx. Works with Claude, ChatGPT, Cursor, VS Code, Codex & Gemini CLI

96.3%
Merge Rate
<1h
First Review
100%
1st-Timers
1
Maintainers
A TierSwift 959

repoprompt/repoprompt-ce

Community edition of RepoPrompt: a native macOS context engineering app for AI coding agents, with an MCP CLI.

68.0%
Merge Rate
-
First Review
65%
1st-Timers
26
Maintainers
A TierJavaScript 160

Open-Document-Alliance/PDF-Tools

Fill, sign, merge, split, and extract PDFs from Claude Desktop and other MCP hosts. Maintained by the Open Document Alliance.

79.1%
Merge Rate
6h
First Review
100%
1st-Timers
2
Maintainers
A TierPython 2.0k 3 GFIs

doobidoo/mcp-memory-service

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

57.3%
Merge Rate
4h
First Review
55%
1st-Timers
20
Maintainers
A TierTypeScript 680

sandbaseai/sandbase-harness

Local-first, self-hosted AI agent runtime and MCP bridge with sandboxed sessions, memory, credentials, audit/replay, and a local Console.

31.3%
Merge Rate
-
First Review
75%
1st-Timers
5
Maintainers
A TierC# 820

sbroenne/mcp-server-excel

Automate real Microsoft Excel with AI via MCP Server or CLI — Power Query, DAX, VBA, PivotTables, charts, and 412 operations.

74.1%
Merge Rate
-
First Review
75%
1st-Timers
5
Maintainers
A TierJavaScript 297

DAWNCR0W/affine-mcp-server

Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE workspaces, documents, databases, and collaboration APIs over stdio or HTTP.

81.3%
Merge Rate
<1h
First Review
100%
1st-Timers
1
Maintainers
A TierRust 571

Sidiora-Labs/Paxeer-X-Network

Paxeer X is a Distributed HyperState Machine for payments, code execution and intent routing. Designed for Machines and the Users operating them.

91.8%
Merge Rate
<1h
First Review
33%
1st-Timers
3
Maintainers
A TierPython 5.0k

homeassistant-ai/ha-mcp

The Unofficial and Awesome Home Assistant MCP Server

87.5%
Merge Rate
-
First Review
76%
1st-Timers
54
Maintainers
A TierTypeScript 148

juspay/neurolink

The pipe layer of an AI nervous system — one interface connecting provider neurons to your application, across three inference types: generate, stream, and a calibrated decide (via TypeSafe Jev). MCP-native, voice (TTS/STT/realtime), RAG, memory, file processors. Powers Tara, Yama and Clairvoyance at Juspay.

77.0%
Merge Rate
-
First Review
92%
1st-Timers
11
Maintainers
A TierTypeScript 188 1 GFIs

sandbaseai/cli

Open-source AI CLI and local MCP server connecting 25 clients—Claude Code, Cursor, Codex, ChatGPT, Hermes, and OpenClaw—to 2,000+ models/APIs, with OAuth and rollback.

97.9%
Merge Rate
<1h
First Review
100%
1st-Timers
0
Maintainers
A TierPython 2.3k 1 GFIs

IBM/AssetOpsBench

AssetOpsBench - Industry 4.0: A unified benchmark and framework for building, orchestrating, and evaluating domain-specific AI agents for Industry 4.0 asset operations and maintenance, with 460+ scenarios, 5 specialist agents (IoT, FMSR, TSFM, Work Order,...), and multi-agent orchestration blueprints (MetaAgent, AgentHive) over MCP.

60.8%
Merge Rate
1d
First Review
63%
1st-Timers
5
Maintainers
A TierPython 360

Vigil-SOC/vigil

Vigil: The leading open source AI SOC. Apache 2.0. Runs against your own LLM, local or remote.

43.9%
Merge Rate
-
First Review
62%
1st-Timers
17
Maintainers
A TierPython 383

cbcoutinho/nextcloud-mcp-server

Nextcloud MCP Server

91.2%
Merge Rate
-
First Review
75%
1st-Timers
12
Maintainers
A TierC++ 421

db-lyon/ue-mcp

Complete Unreal Engine development toolkit exposed as MCP tools.

66.9%
Merge Rate
-
First Review
80%
1st-Timers
4
Maintainers
A TierRust 398

mezmo/aura

AURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles the guardrails, APIs, state management, streaming, and failure handling required to put AI to work safely on production infrastructure.

73.8%
Merge Rate
22h
First Review
71%
1st-Timers
12
Maintainers
A TierPython 111

OktoLabsAI/okto-pulse

Local-first, spec-driven SDLC workbench with governance gates, knowledge graphs, and MCP for AI coding agents.

88.2%
Merge Rate
<1h
First Review
100%
1st-Timers
1
Maintainers
A TierTypeScript 84.8k 1 GFIs

morluto/rea

Reverse engineer anything with agents, from app behavior down to native binaries.

11.5%
Merge Rate
<1h
First Review
13%
1st-Timers
32
Maintainers
A TierTypeScript 162

aaronjmars/web3-research-mcp

Deep Research for crypto - free & fully local

94.3%
Merge Rate
2h
First Review
100%
1st-Timers
1
Maintainers
A TierRust 283

arcee-ai/nac

Give AI agents ambitious work without losing the plot. nac is an open-source harness for long-running tasks, using a central orchestrator, threads, and structured episodes to stay aligned with your intent.

75.0%
Merge Rate
-
First Review
50%
1st-Timers
12
Maintainers
A TierPython 5.3k

54yyyu/zotero-mcp

Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.

76.6%
Merge Rate
20h
First Review
81%
1st-Timers
34
Maintainers
A TierPython 3.2k

blazickjp/arxiv-mcp-server

A local MCP server for agent literature work. Original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk. Search is optional.

89.2%
Merge Rate
12h
First Review
100%
1st-Timers
2
Maintainers
A TierJava 5.2k

bethington/ghidra-mcp

Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker deployment.

79.6%
Merge Rate
6d
First Review
64%
1st-Timers
13
Maintainers
Best Model-context-protocol Open Source Repositories & C-Rank™ | GetMerged