"How to create an MCP tool" matching MCP servers:

• Skill-to-MCP

  biocontext-ai

  A

  license

  A

  quality

  C

  maintenance

  Converts AI Skills (following Claude Skills format) into MCP server resources, enabling LLM applications to discover, access, and utilize self-contained skill directories through the Model Context Protocol. Provides tools to list available skills, retrieve skill details and content, and read supporting files with security protections.

  Last updated 2026-02-27

  3

  27

  Apache 2.0

• microsoft-ai-roundup-mcp

  darrenjrobinson

  A

  license

  A

  quality

  B

  maintenance

  An MCP server that enables searching Merill's Weekly Microsoft AI Roundup archive with natural language queries, returning sourced excerpts, issue details, and tool mentions. It supports hybrid semantic and keyword search, issue retrieval, and archive browsing with no API keys required.

  Last updated 2026-08-04

  4

  42

  MIT

• MCP Sequential Thinking Tools

  xinzhongyouhai

  A

  license

  A

  quality

  D

  maintenance

  Guides problem-solving by breaking down complex problems into steps and recommending appropriate MCP tools for each stage, with confidence scores and rationales for tool suggestions.

  Last updated 2025-03-24

  1

  1,042

  29

  MIT

• MCP Think Tool Server

  abhinav-mangla

  A

  license

  A

  quality

  C

  maintenance

  A Model Context Protocol server that provides Claude with a dedicated space for structured thinking during complex problem-solving tasks, helping improve its reasoning capabilities.

  Last updated 2025-08-12

  1

  25

  16

  MIT

• docs-to-mcp

  gabrielassisxyz

  A

  license

  A

  quality

  B

  maintenance

  Enables searching and retrieving documentation from crawled documentation sites as an MCP server, allowing coding agents to query real docs instead of relying on training data.

  Last updated 2026-07-21

  4

  MIT
• 

  Unstructured API MCP Serverofficial

  Unstructured-IO

  F

  license

  A

  quality

  C

  maintenance

  An MCP server implementation that enables interaction with the Unstructured API, providing tools to list, create, update, and manage sources, destinations, and workflows.

  Last updated 2026-07-21

  26

  42
• 

  mcp-server-qdrantofficial

  qdrant

  A

  license

  B

  quality

  C

  maintenance

  This repository is an example of how to create a MCP server for Qdrant, a vector search engine.

  Last updated 2026-07-31

  2

  1,487

  Apache 2.0

• mcp-jina-ai

  JoeBuildsStuff

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  license

  B

  quality

  D

  maintenance

  An MCP server that provides access to Jina AI's powerful web services (page reading, web search, fact checking) through Claude.

  Last updated 2025-05-15

  3

  174

  28

  MIT

• MCP AI Gateway

  kinhunt

  A

  license

  B

  quality

  F

  maintenance

  Enables AI assistants to intelligently select and switch between different AI models (OpenAI, Anthropic, etc.) within the same conversation based on task requirements. Provides a unified interface for accessing multiple AI providers through a single MCP tool.

  Last updated 2025-08-14

  1

  10

  MIT

• @melis-ai/x402-tools-mcp

  mizukaizen

  A

  license

  B

  quality

  C

  maintenance

  An MCP server providing 22 pay-per-call utility tools for AI agents (scrape, validate, embed, store, moderate, notify, convert, prevent loops) without accounts or API keys, using USDC payments via the x402 protocol.

  Last updated 2026-06-23

  17

  23

  1

  MIT

• Raindrop.io MCP Server

  hiromitsusasaki

  F

  license

  B

  quality

  F

  maintenance

  An integration that allows Large Language Models to interact with Raindrop.io bookmarks through the Model Context Protocol, enabling users to create and search bookmarks directly through AI assistants.

  Last updated 2025-06-04

  3

  75

• Fan Out Query MCP

  houtini-ai

  A

  license

  B

  quality

  D

  maintenance

  Advanced content gap analysis using Query Decomposition and Keyword Fan-Out (Google's patented methodology). Tells you exactly what user queries your content covers - and what it misses. Built on academic research because I needed to understand how AI search engines actually evaluate content.

  Last updated 2026-04-16

  1

  208

  12

  Apache 2.0

• Remote MCP Server on

  yripper

  F

  license

  B

  quality

  D

  maintenance

  A Model Context Protocol server that runs on Cloudflare Workers with OAuth login, allowing clients like Claude Desktop to connect to it for tool-augmented AI interactions.

  Last updated 2025-05-18

  1

  7

• Claude Talk to Figma MCP

  arinspunk

  A

  license

  C

  quality

  B

  maintenance

  Enables Claude Desktop and other AI tools to interact directly with Figma, allowing for powerful AI-assisted design capabilities through natural language commands.

  Last updated 2026-04-18

  92

  248

  642

  MIT

• Thought Space - MCP Advanced

  ssdeanx

  A

  license

  C

  quality

  D

  maintenance

  An MCP tool enabling structured thinking and analysis across multiple AI platforms through branch management, semantic analysis, and cognitive enhancement.

  Last updated 2025-03-17

  1

  21

  MIT

• OpenAPI to MCP Server

  TykTechnologies

  A

  license

  D

  quality

  C

  maintenance

  A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger specifications, enabling AI assistants to interact with your APIs.

  Last updated 2025-06-27

  3

  94

  47

  MIT
• 

  Enkrypt AI Secure MCP Gatewayofficial

  enkryptai

  A

  license

  -

  quality

  C

  maintenance

  A proxy server that sits between MCP clients and servers, providing authentication, tool discovery, caching, and guardrail enforcement to protect MCP servers from malicious inputs.

  Last updated 2026-06-10

  57

  Apache 2.0

• mcp-toolselect

  Aegis-AI-Cooperative

  A

  license

  -

  quality

  F

  maintenance

  An MCP server that recommends specific tools for tasks by learning from usage patterns and historical success rates. It enables users to register tool capabilities and provides ranked recommendations that adapt based on feedback and execution data.

  Last updated 2026-02-05

  MIT

• maximo-mcp-ai-integration

  markusvankempen

  A

  license

  -

  quality

  D

  maintenance

  he Maximo MCP Server bridges AI agents (Claude, Cursor, Antigravity) with your IBM Maximo environment. It empowers your AI to autonomously discover Object Structures (APIs), inspect schemas, and query live data via OSLC. Instead of hallucinating field names, the AI validates queries instantly and ca

  Last updated 2026-02-08

  35

  8

  Apache 2.0

• MCP AI Service Platform

  dkb12138ggg

  A

  license

  -

  quality

  D

  maintenance

  A powerful AI service platform that provides complete MCP tool calling capabilities and RAG knowledge base functionality, enabling users to connect to multiple MCP servers and perform intelligent document search.

  Last updated 2025-06-19

  Apache 2.0