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#mcp-server (30 Repositories)

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

Topic Avg Merge Rate

89.5%

Avg Review Latency

38.9h

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30 repositories tagged #mcp-server

S TierC# 50

dotnet-presentations/ai-workshop

Building GenAI Apps in C#: Microsoft Extensions for AI, Templates, Microsoft Foundry & More

97.8%
Merge Rate
<1h
First Review
100%
1st-Timers
2
Maintainers
S TierGo 1.5k 2 GFIs

zzet/gortex

High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on graph, with access via CLI, MCP Server, and API. AI coding agents teammate - expose only needed information, cutting token usage up to 50x. 100% local. Discord: https://discord.gg/39MFHu3J5d

92.3%
Merge Rate
2d
First Review
86%
1st-Timers
16
Maintainers
S TierTypeScript 495 4 GFIs

liliu-z/stashbase

Turn local files into searchable context for AI agents.

87.4%
Merge Rate
5h
First Review
67%
1st-Timers
13
Maintainers
S TierTypeScript 636

artokun/comfyui-mcp

Local-first, agent-native control plane for ComfyUI — MCP server + sidebar agent that generates images, video & audio, authors and runs workflows, and edits your live graph in natural language on ANY LLM (Claude, ChatGPT, Gemini, offline Ollama, or any hosted model). 178 tools, 36 AI skills, 55 installer packs. Local, LAN, VPS, or Comfy Cloud.

88.0%
Merge Rate
5h
First Review
100%
1st-Timers
6
Maintainers
S TierTypeScript 352

openwong2kim/wmux

Run Claude Code, Codex & Gemini in parallel on Windows & macOS — git worktree fan-out with atomic hunk adoption, approval gates, reboot-surviving sessions

90.6%
Merge Rate
2d
First Review
93%
1st-Timers
7
Maintainers
S TierPython 1.3k

datalayer/jupyter-mcp-server

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

93.1%
Merge Rate
1h
First Review
100%
1st-Timers
11
Maintainers
S TierTypeScript 120

ProfessionalWiki/MediaWiki-MCP-Server

Model Context Protocol (MCP) Server to connect your AI with any MediaWiki

95.4%
Merge Rate
8h
First Review
100%
1st-Timers
2
Maintainers
S TierTypeScript 400

decocms/studio

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

86.2%
Merge Rate
1d
First Review
74%
1st-Timers
9
Maintainers
S TierRust 133 3 GFIs

wanaku-ai/wanaku

Wanaku MCP Router

87.4%
Merge Rate
2d
First Review
88%
1st-Timers
11
Maintainers
B TierTypeScript 645

guangxiangdebizi/FinanceMCP

这是一个金融领域相关的mcp,本项目通过集成 Tushare API 和 Binance API 为语言模型(如Claude)提供全面的实时金融数据访问能力,支持股票、基金、债券、宏观经济指标、稳定币、虚拟货币等多维度金融数据分析。其中也包含了金融数据查询、财经新闻查询、国家统计局数据查询等

100.0%
Merge Rate
<1h
First Review
100%
1st-Timers
1
Maintainers
S TierTypeScript 329 1 GFIs

tableau/tableau-mcp

Tableau's official MCP Server. Helping agents see and understand data.

75.5%
Merge Rate
4h
First Review
67%
1st-Timers
16
Maintainers
B TierTypeScript 112 8 GFIs

arthurpanhku/dvalincode

Approvable, local-first AI coding agent for regulated teams: policy controls, governed MCP, evidence packs, audit trails, secure remediation, and any OpenAI-compatible model.

86.7%
Merge Rate
4h
First Review
100%
1st-Timers
1
Maintainers
B TierPython 138

Cassette-Editor/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

97.3%
Merge Rate
1d
First Review
100%
1st-Timers
0
Maintainers
S TierGo 326

smart-mcp-proxy/mcpproxy-go

Supercharge AI Agents, Safely

91.6%
Merge Rate
5d
First Review
100%
1st-Timers
6
Maintainers
S TierJava 365 16 GFIs

labsai/EDDI

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

83.6%
Merge Rate
10h
First Review
71%
1st-Timers
9
Maintainers
A TierJava 254

DitriXNew/EDT-MCP

MCP for 1C:EDT

90.4%
Merge Rate
17h
First Review
60%
1st-Timers
11
Maintainers
A TierRust 455

fabio-rovai/open-ontologies

AI-native ontology engine: a Rust MCP server with tools for building, validating, querying, and reasoning over RDF/OWL ontologies. In-memory Oxigraph triple store, native OWL2-DL tableaux reasoner, SHACL validation, SPARQL, versioning. Single binary, no JVM.

83.3%
Merge Rate
<1h
First Review
75%
1st-Timers
2
Maintainers
A TierPython 429

caura-ai/caura-memclaw

Governed shared memory for AI agent fleets — multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.

96.0%
Merge Rate
3d
First Review
75%
1st-Timers
3
Maintainers
A TierJavaScript 179

sanity-io/agent-toolkit

Collection of resources to help AI agents build better with Sanity.

85.7%
Merge Rate
<1h
First Review
83%
1st-Timers
4
Maintainers
A TierTypeScript 626

sandbaseai/sandbase-harness

Local-first AI agent runtime with sandboxed sessions, MCP tools, memory, credentials, audit/replay, and a built-in console. Run OpenAI, Anthropic, MiniMax, DeepSeek V4, and OpenAI-compatible models on your infrastructure.

85.7%
Merge Rate
2d
First Review
100%
1st-Timers
2
Maintainers
A TierPython 452 12 GFIs

caura-ai/caura

Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.

79.6%
Merge Rate
7d
First Review
63%
1st-Timers
8
Maintainers
A TierKotlin 530

danielealbano/android-remote-control-mcp

An MCP Server for Android running on the phone, optmized for token usage, supports also files downloads and cloudflare and ngrok automated tunnelling.

97.7%
Merge Rate
1d
First Review
100%
1st-Timers
2
Maintainers
A TierGo 360

hookdeck/hookdeck-cli

CLI for Hookdeck: forward webhooks to localhost (ngrok alternative), manage and query Event Gateway resources (sources, connections, destinations, events), run the MCP server for AI agents. Free for dev.

84.8%
Merge Rate
2h
First Review
100%
1st-Timers
2
Maintainers
B TierPython 128

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.

91.0%
Merge Rate
7h
First Review
100%
1st-Timers
0
Maintainers
A TierRust 936

microsoft/wassette

Wassette: A security-oriented runtime that runs WebAssembly Components via MCP

81.0%
Merge Rate
<1h
First Review
50%
1st-Timers
5
Maintainers
A TierGo 739 21 GFIs

vshulcz/deja-vu

Search your past AI coding sessions — Claude Code, Codex, Cursor and 17 more. Indexes the session history they already wrote to disk, including months from before you installed it, and recalls it in any of them. No LLM, no embeddings, one local Go binary.

84.0%
Merge Rate
-
First Review
100%
1st-Timers
6
Maintainers
A TierPython 734

sirkirby/unifi-mcp

MCP servers for the UniFi suite of applications, Network, Protect, Access, and Drive

95.4%
Merge Rate
7d
First Review
100%
1st-Timers
6
Maintainers
A TierJava 405

ShaftHQ/SHAFT_ENGINE

Java test automation framework for web, mobile, API, CLI, database, and desktop E2E testing with a fluent API and built-in reporting.

95.1%
Merge Rate
4d
First Review
60%
1st-Timers
2
Maintainers
A TierC# 644

sbroenne/mcp-server-excel

Automate real Microsoft Excel with AI via MCP Server or CLI — Power Query, DAX, VBA, PivotTables, charts, and 326 operations.

88.7%
Merge Rate
6d
First Review
100%
1st-Timers
3
Maintainers
A TierGo 165 1 GFIs

devantler-tech/ksail

All-in-one Kubernetes SDK: create, manage, and operate clusters across distributions (Kind, K3d, Talos, VCluster) with built-in GitOps, secrets, AI assistant, and MCP server. Only requires Docker or a Cloud Provider.

94.8%
Merge Rate
4d
First Review
100%
1st-Timers
2
Maintainers
Best Mcp-server Open Source Repositories & C-Rank™ | GetMerged