"pre-commit" matching MCP servers:

• ACDP

  gabogabucho

  A

  license

  A

  quality

  D

  maintenance

  Enables multiple AI agents to coordinate work on the same codebase by providing real-time file locking, commit approval, and agent awareness through a lightweight WebSocket-based MCP server.

  Last updated 2026-04-17

  9

  22

  11

  MIT

• skill-ninja-mcp-server

  aktsmm

  A

  license

  A

  quality

  A

  maintenance

  Search, install, and manage AI agent skills (SKILL.md files) from GitHub repositories. Features workspace analysis for personalized recommendations and supports 140+ pre-indexed skills.

  Last updated 2026-05-20

  9

  50

  12

  Creative Commons Attribution Non Commercial Share Alike 4.0 International

• ThumbGate

  IgorGanapolsky

  A

  license

  B

  quality

  B

  maintenance

  An MCP server that provides memory management and gateway capabilities, enabling persistent storage and retrieval of contextual information across sessions.

  Last updated 2026-08-03

  43

  740

  24

  MIT

• MCP Server for Google Cloud

  Kartha-AI

  A

  license

  B

  quality

  -

  maintenance

  MCP Server for Google Cloud Healthcare API enables Agentic AI for a variety of FHIR-based digital health solutions, from smarter clinical workflows for Health Systems to Pre-Auth frameworks for Payers!

  Last updated 2025-05-31

  15

  8

• agent_mcp_thoughtflow

  HefnySco

  F

  license

  C

  quality

  B

  maintenance

  Unifies structured reasoning (Tree of Thoughts) with reliable task execution, enabling LLM agents to think, commit, execute, and trace cognitive provenance through a single MCP server.

  Last updated 2026-07-21

  46

• skills-compat-manager

  hnaymyh123-henry

  A

  license

  -

  quality

  A

  maintenance

  MCP server for managing AI agent skills with pre-flight compatibility checks, ensuring missing dependencies are detected before execution.

  Last updated 2026-05-29

  94

  MIT

• MCP Gateway Pro

  GatewayDev450

  A

  license

  -

  quality

  B

  maintenance

  Unified Model Context Protocol server that bundles Slack, GitHub, Jira, PostgreSQL, Redis, AWS, webhooks, and email into one lightweight Docker container, providing a single REST API and web dashboard for AI agent integration.

  Last updated 2026-07-30

  MIT

• ContextForge MCP Server

  alejandro-cedeno-10

  A

  license

  -

  quality

  A

  maintenance

  Enables AI agents to efficiently retrieve relevant code context via PageRank-optimized subgraphs and automate spec generation, implementation planning, and pre-commit validation.

  Last updated 2026-05-14

  MIT

• mcp-gateway-pro

  tonysheesh

  A

  license

  -

  quality

  C

  maintenance

  A zero-dependency universal MCP gateway that multiplexes multiple MCP servers across stdio, HTTP, and SSE, providing unified tool access, circuit breaking, and an interactive inspector studio.

  Last updated 2026-07-31

  MIT

• Claude Swarm MCP Server

  Mayank1805

  A

  license

  -

  quality

  D

  maintenance

  Enables multi-agent orchestration and coordination using specialized, persistent Claude agents for complex workflows like financial analysis and research. It supports intelligent agent handoffs, local storage, and pre-built team templates through Claude Desktop.

  Last updated 2025-06-16

  MIT

• Poe Proxy MCP Server

  Anansitrading

  A

  license

  -

  quality

  D

  maintenance

  A FastMCP server that proxies the Poe.com API, allowing users to query various AI models (including Claude 3.7 Sonnet) and share files with models that support it.

  Last updated 2025-09-25

  10

  MIT

• anythingmcp

  HelpCode-ai

  A

  license

  A

  quality

  B

  maintenance

  Self-hosted source-available MCP gateway that turns REST, SOAP/WSDL, GraphQL, and SQL/NoSQL databases into MCP tools. Imports OpenAPI/Postman/WSDL/GraphQL specs and bridges multiple MCP servers behind one endpoint. Ships with 29 pre-built adapters and built-in OAuth2 + RBAC + audit log.

  Last updated 2026-08-03

  4

  169

  AGPL 3.0
• 

  comind-mcpofficial

  comind-pro

  A

  license

  A

  quality

  B

  maintenance

  A gateway that connects MCP servers and REST APIs, allowing you to curate tools into groups and expose them as virtual MCP servers for agents.

  Last updated 2026-07-08

  5

  1

  MIT

• Tap

  LeonTing1010

  A

  license

  A

  quality

  A

  maintenance

  The interface protocol for AI agents. 8 kernel primitives + 16 stdlib operations to operate any interface. Forge once, run forever — zero AI at runtime. 81 skills across 41 sites.

  Last updated 2026-08-03

  11

  12

  MIT
• 

  rsi-search-pro-mcpofficial

  rsi-ai-platform

  A

  license

  A

  quality

  B

  maintenance

  A meta-MCP server that aggregates authoritative web search and browser research tools, providing a unified interface with a cost-efficient fetch ladder for web research.

  Last updated 2026-06-21

  15

  Apache 2.0

• agent-pool-mcp

  rnd-pro

  A

  license

  A

  quality

  C

  maintenance

  Multi-agent orchestration server that enables parallel task delegation, sequential pipelines, cron scheduling, and cross-model peer review via CLI providers like Codex, Antigravity, OpenCode, and Claude Code.

  Last updated 2026-07-19

  42

  27

  5

  MIT

• MCP Server Gemini

  gurveeer

  A

  license

  B

  quality

  D

  maintenance

  A Model Context Protocol server that enables Claude Desktop and other MCP-compatible clients to leverage Google's Gemini AI models with features like thinking models, Google Search grounding, JSON mode, and vision support.

  Last updated 2025-07-31

  6

  375

  14

  MIT

• Claude Runner MCP

  floriansmeyers

  A

  license

  -

  quality

  D

  maintenance

  An MCP server for scheduling and executing Claude Code CLI tasks via cron expressions, featuring a web dashboard and webhook support. It enables users to dynamically create custom MCP servers, manage recurring AI jobs, and track execution history with token and cost analytics.

  Last updated 2026-02-07

  24

  MIT

• Agent Aggregator

  rnd-pro

  A

  license

  -

  quality

  D

  maintenance

  Aggregates tools from multiple MCP servers, acting as a proxy to provide unified access to various AI agents and tools.

  Last updated 2026-06-03

  10

  3

  MIT

• SkillStream MCP

  PR-botsAI

  F

  license

  -

  quality

  B

  maintenance

  A remote MCP server that ships procedural knowledge skills to AI agents, enabling methodologies like brainstorm-first and plan-before-action. Hosted on Cloudflare Workers, it provides resources, prompts, and tools for skill management.

  Last updated 2026-05-15