A
securityA
license-
qualityA Model Context Protocol server that enables intelligent searching across documentation for 30+ programming libraries and frameworks, fetching relevant information from official sources.
Last updated
23
8
MIT
21,577 servers. Last updated
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"Documentation for resolving search errors" matching MCP servers:
- -securityFlicense-qualityBridges Xcode and Cursor to provide real-time access to build errors, warnings, and debug output from Xcode's DerivedData, enabling automated error analysis and fixes directly within Cursor.Last updated
- -securityFlicense-qualityEnables AI assistants to fetch, index, and perform semantic RAG-based searches on API documentation from various sources. It provides tools for hybrid search and collection management, allowing users to access up-to-date documentation from projects like Gemini and FastMCP.Last updated
- AsecurityFlicense-qualityA Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.Last updated232
- AsecurityFlicense-qualityA server that enables Claude to search and access documentation from popular libraries like LangChain, LlamaIndex, and OpenAI directly within conversations.Last updated13
- -securityFlicense-qualityA smart documentation server that provides AI-assisted code improvement and documentation management through Claude Desktop integration.Last updated10
- AsecurityAlicense-qualityGenerates professional documentation for multi-language codebases with deep AST-based code analysis, supporting Docusaurus, MkDocs, and Sphinx frameworks. Includes API documentation generation, PDF export, OpenAPI spec generation, and sales-ready documentation for code marketplaces.Last updated9MIT
- -securityFlicense-qualityFetches GitHub PR and issue data server-side and combines it with a documentation template, providing formatted context to LLMs for automated documentation generation.Last updated
- AsecurityAlicense-qualityProvides full-text search and retrieval tools for Apache Spark documentation using SQLite FTS5 with BM25 ranking. It enables AI assistants to efficiently search, filter by section, and read specific Spark documentation pages.Last updated2MIT
- AsecurityAlicense-qualityGenerates professional documentation for multi-language projects with deep code analysis, supporting frameworks like Docusaurus, MkDocs, and Sphinx, including API docs, PDF export, and OpenAPI specifications.Last updated9MIT
- AsecurityAlicense-qualityEnables access to OpenTelemetry documentation by fetching and converting pages to markdown format and searching content using Google Custom Search. Provides comprehensive documentation lookup and search capabilities for OpenTelemetry concepts, instrumentation, and configuration.Last updated23Apache 2.0
- AsecurityFlicenseAqualityExposes 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.Last updated5
- AsecurityAlicense-qualityProvides tools to access AWS documentation, search for content, and get recommendations for both global and China AWS regions.Last updated3Apache 2.0
- -securityFlicense-qualityProvides semantic search capabilities over PyTorch documentation, enabling users to find relevant documentation, APIs, code examples, and error messages through Claude Code integration.Last updated2
- -securityFlicense-qualityProvides comprehensive access to MoEngage documentation from developers, help, and partners portals with full-text search, automatic updates, and intelligent filtering by platform, category, and source.Last updated
- AsecurityFlicense-qualityEnables intelligent search through FastMCP documentation using TF-IDF indexing, along with utility tools for arithmetic operations, text hashing, and web page content extraction via Jina Reader.Last updated4
- -securityAlicense-qualityA server that enables document searching using Vertex AI with Gemini grounding, improving search results by grounding responses in private data stored in Vertex AI Datastore.Last updated35Apache 2.0
- -securityAlicense-qualityProvides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.Last updated4Apache 2.0
- AsecurityAlicense-qualityAutomatically 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.Last updated3GPL 3.0
- AsecurityAlicenseAqualityPay-per-use semantic web search for AI agents. Powered by SearxNG, agents pay in sats via Lightning Network micropayments — no API keys required.Last updated5Apache 2.0
- -securityFlicense-qualityA local-first MCP server that enables semantic search over PDF and DOCX documents using structure-aware parsing and vector storage. It allows users to query their local knowledge base through Claude Code without cloud dependencies or GPU requirements.Last updated
- -securityAlicense-qualityEnables searching Reddit posts, fetching subreddit content, and retrieving post comments without requiring an API key. It uses public JSON endpoints to provide seamless access to Reddit data for LLM-based applications.Last updated14MIT
- AsecurityAlicense-qualityProvides access to Open-E JovianDSS REST API documentation for intelligent search, endpoint analysis, and version comparison. It enables developers to integrate and interact with JovianDSS storage services through natural language via the Model Context Protocol.Last updated73MIT
- AsecurityAlicense-qualityThe Search MCP Server enables seamless integration of network and local search capabilities in tools like Claude Desktop and Cursor, utilizing the Brave Search API for high-concurrency and asynchronous requests.Last updated176MIT
- -securityFlicense-qualityAn AI-centric MCP server that enables automated Xilinx Vivado workflows, including project management, synthesis, implementation, and timing analysis. It allows AI agents to drive hardware design processes while integrating directly with the official Vivado GUI for visual context.Last updated1
- AsecurityAlicense-qualityEnables integration of Perplexity's AI API with LLMs, delivering advanced chat completion by utilizing specialized prompt templates for tasks like technical documentation, code review, and API documentation.Last updated1798MIT
- -securityFlicense-qualityEnables web search capabilities within MCP-compatible LLM clients using the Parallel Search API. Designed for daily use and everyday smaller web-search tasks.Last updated16
- AsecurityAlicense-qualityEnables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.Last updated5221Apache 2.0
- AsecurityAlicense-qualityAn MCP server that allows coding agents to search the Swift Package Index and retrieve GitHub READMEs without requiring an API key. It features comprehensive search filters for stars, platforms, and licenses, providing token-efficient responses optimized for LLM comprehension.Last updated3MIT
- -securityAlicense-qualityUse Tavily Search to search for news pages or images.Last updatedMIT
- -securityAlicense-qualityProvides 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.Last updated35Apache 2.0
- -securityAlicense-qualityEnables web search across Bing, DuckDuckGo, and Google using Playwright automation, with tools for retrieving search results and extracting page text content.Last updated3MIT
- -securityFlicense-qualityEnables AI models to search, read, and analyze Excel files from your local file system with support for multiple worksheets, text search, and JSON data conversion.Last updated4
- AsecurityAlicense-qualityA comprehensive Model Context Protocol server providing 33 specialized research and search tools for Claude Desktop, enabling powerful search capabilities across academic, technical, and general domains.Last updated403MIT
- -securityAlicense-qualityThis MCP server enables users to search for scientific papers on arXiv and retrieve detailed metadata for specific papers. It provides tools to perform search queries and fetch in-depth information using paper IDs.Last updated2Apache 2.0
- AsecurityAlicense-qualityProvides 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.Last updated141912MIT
- -securityFlicense-qualityIntegrates the Brave Search API to provide comprehensive web and local search capabilities. It enables users to perform general web queries, search for news, and find local business information with smart fallback functionality.Last updated24,805
- -securityFlicense-qualityEnables 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.Last updated4
- -securityFlicense-qualityEnables LLMs to perform high-performance code search and analysis across multiple languages using symbol indexing, regex text search, and structural AST pattern matching. It also provides tools for technology stack detection and dependency analysis with persistent caching for optimized performance.Last updated2
- -securityFlicense-qualityEnables web search without API keys using DuckDuckGo and Bing search engines, and retrieves webpage content. Supports multiple search engines simultaneously with privacy protection and asynchronous processing.Last updated1
- -securityAlicense-qualityA high-performance search service that converts results from Google, Bing, and DuckDuckGo into structured JSON or Markdown. It features multi-layer depth crawling and uses the Camoufox anti-detection browser for reliable content extraction and fallback search logic.Last updated21MIT
- -securityAlicense-qualityA Model Context Protocol Server search realtime flight detail with multiple fligh carrier, price , stop , time duration for any given date using simple promptLast updated42MIT
- -securityAlicense-qualityThis server provides: * Fast file search capabilities using Everything SDK * Windows-specific implementation * Complements existing filesystem servers with specialized search functionalityLast updated318MIT
- AsecurityFlicenseBqualityA Model Context Protocol (MCP) server that empowers LLMs to search across specific social media platforms using the industry's best search engines.Last updated1
- -securityAlicense-qualityEnables semantic search over markdown files to find related notes by meaning rather than keywords, and automatically detect duplicate content before creating new notes.Last updated1BSD 2-Clause "Simplified"
- AsecurityFlicense-qualityAn MCP-based service that analyzes user search keywords to determine their intent, providing classifications, reasoning, references, and search suggestions to support SEO analysis.Last updated1252
- -securityAlicense-qualityAn MCP server that enables users to search for movie and TV show resources across multiple sources and validate video link playability. It supports both STDIO and SSE transport modes for seamless integration with AI applications.Last updated403MIT
- -securityFlicense-qualityAn intelligent server that helps discover and research MCP servers using the Exa AI search engine, enabling users to find appropriate Model Context Protocol servers for specific requirements.Last updated3
- -securityFlicense-qualityIntegrates the Brave Search API to provide web and local search capabilities, including news, articles, and business information. It features smart fallbacks from local to web search and supports pagination and freshness controls.Last updated299