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#mcp-server

Open source repositories tagged with #mcp-server, ranked by health score.

ShaftHQ
ShaftHQ/SHAFT_ENGINE
Java
92
health

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

405
davepoon
davepoon/buildwithclaude
Python
90
health

A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to extend Claude Code, Claude Desktop, Agent SDK and OpenClaw

3.3k
genomoncology
genomoncology/biomcp
Rust
90
health

BioMCP: Biomedical Model Context Protocol

602
mxsm
mxsm/rocketmq-rust
Rust
90
health

🚀Apache RocketMQ build in Rust🦀. Faster, safer, and with lower memory usage. ⭐ Star to support our work❤️!

1.5k
doobidoo
doobidoo/mcp-memory-service
Python
90
health

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

1.9k
JasonColapietro
JasonColapietro/suede-creator-skills
JavaScript
89
health

Open-source Agent Skills for Claude Code and Codex: ship-DAG orchestration, A-F code review, AI evals, CI gates, design, copy, SEO/AEO/GEO, Instagram growth, app shipping, creator rights, and consumer recovery.

152
artokun
artokun/comfyui-mcp
TypeScript
89
health

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.

652
samanhappy
samanhappy/mcphub
TypeScript
89
health

A unified hub for centrally managing and dynamically orchestrating multiple MCP servers/APIs into separate endpoints with flexible routing strategies.

2.3k
AmrDab
AmrDab/clawdcursor
TypeScript
89
health

clawdcursor compiles whatever's on screen into one UI map — accessibility tree and OCR fused into stable, addressable elements, with a screenshot only when needed — then drives apps through reusable scripts, verifying every action and routing it through a single safety gate.

398
mcp-use
mcp-use/mcp-use
TypeScript
89
health

The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.

10.5k
Ikalus1988
Ikalus1988/MisakaNet
Python
89
health

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

424
samuelgursky
samuelgursky/davinci-resolve-mcp
Python
89
health

MCP server integration for DaVinci Resolve Studio

2.3k
yvgude
yvgude/lean-ctx
Rust
89
health

Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust binary that decides what they read, remembers what they learn, guards what they touch, and proves what they save. 60–90% fewer tokens as the receipt. 76 MCP tools, 30+ agents, local-first.

3.6k
opensolon
opensolon/solon-ai
Java
89
health

Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, and other frameworks.

450
erikdarlingdata
erikdarlingdata/PerformanceMonitor
C#
89
health

Free, open-source SQL Server performance monitoring — 32 collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Supports SQL 2016-2025, Azure SQL, AWS RDS.

478
sbroenne
sbroenne/mcp-server-excel
C#
89
health

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

557
open-metadata
open-metadata/OpenMetadata
TypeScript
88
health

The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.

14.9k
asciimoo
asciimoo/hister
Go
88
health

Your own search engine

2.2k
OpenImageDebugger
OpenImageDebugger/OpenImageDebugger
C++
88
health

An advanced in-memory image visualization plugin for GDB and LLDB on Linux, with experimental support for MacOS and Windows. Previously known as gdb-imagewatch. Also available as an extension for VSCode and forks

250
christopherkarani
christopherkarani/Wax
Swift
88
health

Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple Silicon.. No Server. No API. One File. Pure Swift

786