F
license-
qualityD
maintenanceEnables searching documentation from GitHub repositories and web pages via MCP tools, with in-memory indexing and caching for fast retrieval.
74,316 servers. Updated
Search Relevance ↓
Recent Usage ↓
Date Added ↓
Date Updated ↓
Weekly Downloads ↓
GitHub Stars ↓
Recent GitHub Stars ↓
Matching MCP tools:
Matching MCP Connectors:
com.mcparmory
com.zeltser
ai.b77
run.mcpize.pubmed-search
"A search for the Google website or search engine" matching MCP servers:
- Alicense-qualityBmaintenanceProvides AI-powered search and documentation tools using Google Vertex AI or Gemini API with real-time web search grounding, enabling technical queries, code analysis, documentation retrieval, and architecture recommendations to overcome LLM knowledge gaps.656MIT
- Alicense-qualityCmaintenanceEnables agents to search, analyze, and explore arXiv academic papers with advanced multi-field search, author lookup, category browsing, citation extraction, and bibliography export.45Apache 2.0
- AlicenseAqualityAmaintenanceLive, ranked search across any number of llms.txt documentation sites - Strands, Kiro, the AWS guides, and whatever you add at runtime.737MIT
- AlicenseAqualityCmaintenanceProvides 14 enhanced intelligent search tools for both international platforms (GitHub, StackOverflow, NPM, etc.) and Chinese platforms (CSDN, Juejin, WeChat docs, etc.). Each tool includes smart URL generation, search tips, and related suggestions for comprehensive technical research.145514MIT
- AlicenseBqualityCmaintenanceEnables searching and retrieving documentation files from a local docs folder using a search tool and dynamic resource URIs.1MIT
- Alicense-qualityDmaintenanceSearches OpenSearch documentation, blogs, and community forums.2MIT
- Alicense-qualityCmaintenanceProvides tools to search MDN documentation, get page summaries, and retrieve browser compatibility data.11MIT
- Alicense-qualityCmaintenanceProvides MCP tools to count, list, and read local documents in formats like PDF, DOCX, Excel, HTML, and TXT, enabling natural language-driven document statistics and content inspection via qwen_agent.1MIT
- Flicense-qualityDmaintenanceEnables AI assistants to load, parse, and query OpenAPI/Swagger documentation from URLs with intelligent search across endpoints, schemas, and authentication methods. Provides 10 specialized tools for comprehensive API exploration including path details, operation lookups, and multi-criteria search capabilities.4
- AlicenseAqualityDmaintenanceHigh-performance code understanding toolkit that enables batch reading of multiple files with dependency context, structural outline extraction with Java annotation awareness, and precise location of classes/methods across large codebases.311MIT
- AlicenseAqualityAmaintenanceMCP server for Yandex Wiki with full-text search. Read and write pages, comments, attachments, and dynamic tables (grids); optional server-side read-only mode for agents. Docker-ready.322Apache 2.0
- AlicenseAqualityBmaintenanceEnables generating UI design rules, fetching color palettes, and retrieving brand design references from over 328 brands.2910MIT
- AlicenseCqualityCmaintenanceA Model Context Protocol server that enables intelligent searching across documentation for 30+ programming libraries and frameworks, fetching relevant information from official sources.238MIT
- FlicenseAqualityDmaintenanceAn MCP server providing comprehensive HubSpot CMS development documentation, enabling users to get contextual information about building HubSpot websites through natural language.5
- FlicenseAqualityDmaintenanceEnables AI assistants to search and retrieve detailed documentation for Tracktion Engine classes and APIs.2
- AlicenseBqualityDmaintenanceFetches website content and converts it to Markdown format with AI-powered content cleanup, ad removal, and full OpenAPI/Swagger specification support for easy processing by AI assistants.4194MIT
- Flicense-qualityDmaintenanceEnables semantic search over documentation sites by indexing them via sitemap and using OpenAI embeddings, stored locally in ChromaDB.
- FlicenseAquality-maintenanceExposes an internal engineering knowledge base to AI assistants, allowing users to search and retrieve standards, runbooks, and architecture decisions. It supports RAG-enhanced search, document scraping, and specialized prompts for incident investigation and code reviews.5