A
licenseA
qualityD
maintenanceA tool discovery MCP server that integrates with Azure DevOps wikis and code-graph-rag to match natural language goals to tools, enabling tool composition and proxy testing.
8
1
MIT
76,886 servers. Updated
Search Relevance ↓
Recent Usage ↓
Date Added ↓
Date Updated ↓
Weekly Downloads ↓
GitHub Stars ↓
Recent GitHub Stars ↓
Matching MCP tools:
Matching MCP Connectors:
network.clockchain
ai.b77
io.github.mcpcentral-io
org.memoryapi
"A tool for real-time error detection in web browsers" matching MCP servers:
- FlicenseAqualityBmaintenanceA local-first MCP server for web search and documentation fetching, providing free DuckDuckGo search, URL-to-markdown conversion, and library docs from npm, PyPI, crates.io, Go, and GitHub with caching.5
- FlicenseAqualityBmaintenanceA version-aware cache for web research that stores and serves documentation references, preventing models from re-researching the same topics across sessions.7
- AlicenseBqualityFmaintenanceAutomatically crawls documentation websites, converts them to organized markdown files, and generates condensed cheat sheets. Intelligently categorizes content into tools/APIs and provides local-first access to downloaded documentation.3GPL 3.0
Guion Web MCP serverofficial
AlicenseNot gradedqualityCmaintenanceEnables web research through multi-provider search, documentation lookup, public code search, and clean Markdown extraction from static or JavaScript-rendered pages via five read-only tools.1Apache 2.0- AlicenseNot gradedqualityAmaintenanceA self-hosted MCP server that crawls, indexes, and searches documentation from any website locally, including private sites requiring authentication. It provides hybrid search capabilities and local embedding generation to maintain privacy while keeping AI assistant knowledge up to date.2,001MIT
- AlicenseNot gradedqualityDmaintenanceAutomatically crawl and analyze legacy web applications to generate documentation and modernization plans.MIT
- AlicenseNot gradedqualityDmaintenanceA Bun-based MCP server that allows AI models to query Swagger/OpenAPI documentation from local files or remote URLs. It enables users to search for APIs, retrieve detailed endpoint definitions, and fetch schemas to facilitate code generation and API integration.1133MIT
- AlicenseNot gradedqualityBmaintenanceAn MCP server that helps transfer C4 diagrams from DrawIO and PlantUML into a DocHub architecture repository.MIT
- FlicenseNot gradedqualityCmaintenanceThe public MCP server for togo — docs, the plugin marketplace, and plugin submission, for any agent.1
- FlicenseNot gradedqualityCmaintenanceMCP server for searching web documentation via sitemap.xml, enabling semantic search across multiple documentation sites using Ollama embeddings.
- FlicenseNot gradedqualityCmaintenanceOptimizes EDT MCP tool descriptions by replacing verbose documentation with concise summaries stored in SQLite, reducing context usage while allowing on-demand retrieval of full tool guides.
- AlicenseAqualityCmaintenanceMCP server providing browser compatibility data for the entire Web Platform.7421MIT
- AlicenseAqualityDmaintenanceProvides AI coding assistants with on-demand access to component specs, test scenarios, accessibility requirements, and build guides from the Web UI Component Specification.10MIT
- AlicenseAqualityCmaintenanceProvides AI assistants with specialized tools to interact with NIST's Open Security Controls Assessment Language (OSCAL) framework. It enables agents to retrieve schemas, explore models, and generate valid OSCAL documentation for security compliance automation.4051Apache 2.0
- AlicenseNot gradedqualityDmaintenanceDelivers curated documentation, quickstart commands, and stack recommendations for modern full stack web development through MCP-enabled AI assistants.MIT
- FlicenseAqualityDmaintenanceProvides controlled, verifiable access to jw.org content for AI applications, enabling search, article retrieval, and scripture lookup while preventing hallucinations.4
- FlicenseAqualityDmaintenanceProvides calculator tools for mathematical operations, access to TypeScript SDK documentation, and meeting summary prompt templates through both stdio and SSE transports.8
- AlicenseAqualityDmaintenanceEnables parsing and extraction of content from various document formats (PDF, Word, Excel, PowerPoint) into Markdown format using the Niutrans document API.15MIT
- FlicenseAqualityDmaintenanceEnables retrieval and cleaning of official documentation content for popular AI/Python libraries (uv, langchain, openai, llama-index) through web scraping and LLM-powered content extraction. Uses Serper API for search and Groq API to clean HTML into readable text with source attribution.12