A
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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
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MIT
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"guidelines-for-accessing-and-using-programming-libraries-documentation" matching MCP servers:
- AsecurityFlicenseAqualityA 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
- AsecurityAlicenseBqualityGenerates 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-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
- -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
- AsecurityAlicenseBqualityGenerates 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
- AsecurityAlicenseAqualityProvides 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
- AsecurityAlicenseAqualityEnables 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
- -securityFlicense-qualityProvides semantic search over a team's coding guidelines corpus using FastMCP, ChromaDB, and sentence-transformers. Enables fully offline operation with tools for searching, browsing, and filtering guidelines by scope.Last updated
- AsecurityAlicenseAqualityProvides tools to access AWS documentation, search for content, and get recommendations for both global and China AWS regions.Last updated3Apache 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 updated2Apache 2.0
- -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
- AsecurityFlicenseAqualityExtracts and stores documentation content from Microsoft Learn and GitHub URLs into PocketBase with full-text search, metadata preservation, and automatic collection management for easy retrieval and organization.Last updated9
- AsecurityFlicenseBqualityAutomatically 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 updated3
- AsecurityAlicenseBqualityEnables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.Last updated15457MIT
- AsecurityAlicenseCqualityEnables access to Usage and Billing APIs for managing accounts, products, meters, plans, and usage reporting. Supports operations like creating products/plans, reporting usage, and retrieving billing information.Last updated18MIT
- AsecurityAlicenseAqualityA Model Context Protocol server that provides access to National Comprehensive Cancer Network clinical guidelines through direct PDF reading rather than RAG for increased accuracy.Last updated39MIT
- -securityFlicense-qualityProvides real-time TBC Bank development standards compliance checking and code review tools. Integrates with GitHub Copilot and development workflows to automatically enforce coding guidelines and reduce violations.Last updated
- -securityFlicense-qualityAn MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.Last updated
- -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
- -securityFlicense-qualityProvides AI agents with professional coding standards, development best practices, and context-aware guidance through static documentation and AI-powered custom recommendations. Enables agents to access comprehensive development guidelines including coding rules, debugging techniques, and AI steering instructions.Last updated
- AsecurityAlicenseCqualityEnables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.Last updated401Apache 2.0
- AsecurityFlicenseBqualityEnables comprehensive Google Meet and Calendar management through Google Calendar API v3 and Google Meet API v2, supporting calendar event creation with Meet links, space management, transcription, recording, attendance tracking, and meeting moderation controls.Last updated242
- -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
- AsecurityAlicenseBqualityProvides 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 updated72MIT
- AsecurityAlicenseBqualityEnables 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 updated5222Apache 2.0
- AsecurityAlicenseBqualityMCP Server for stock and cryptoLast updated18372MIT
- -securityAlicense-qualityHelps users decide what to eat by randomly selecting meals from a database of 100+ options or a custom list using an interactive spinning wheel widget. It supports cuisine filtering and provides an engaging visual interface to resolve mealtime indecision.Last updatedMIT
- -securityAlicense-qualityEnables searching for upcoming academic conferences and events from WikiCFP by keywords, returning detailed information including dates, locations, submission deadlines, and related resources.Last updated4
- -securityAlicense-qualityWindows-optimized MCP server that enables control of Blender 4.0+ through 21+ tools for scene management, object manipulation, and asset downloads from PolyHaven, Sketchfab, Hyper3D, and Hunyuan3D.Last updated13MIT
- AsecurityAlicenseAqualityAutomatically analyzes codebases and generates beautiful Mintlify-style documentation with API references, code examples, and changelogs. Keeps documentation synchronized with code changes across multiple programming languages.Last updated81MIT
- -securityAlicense-qualityEnable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.Last updated2507MIT
- -securityFlicense-qualityTranslates natural language commands into structured geometric operations for a simulated CAD engine using LLMs. It enables users to create shapes, modify dimensions, and perform 3D operations like extrusion through the Model Context Protocol.Last updated
- -securityAlicense-qualityMCP server for AI agents -- fetch any URL with full JavaScript rendering (Playwright/Chromium) and convert to clean, token-efficient markdown. Works on React, Vue, Angular, and any JS-heavy page. Includes web search, batch fetching, binary file download, LRU cache, SSRF protection, and structured output.Last updated36MIT
- AsecurityFlicenseBqualityA Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.Last updated232
- AsecurityAlicenseAqualityUnofficial Powershell MCP serverLast updated1MIT
- AsecurityAlicense-qualityProvides access to the Reuters Business and Financial News API to retrieve articles, trending news, and market data. It enables searching and filtering financial content by date, author, category, and keywords.Last updated20MIT
- AsecurityAlicense-qualityMCP server that exposes GDB debugging as tools. An AI assistant can set breakpoints, run programs, step through code, inspect variables and memory, and examine registers — all via structured tool calls. Reverse debugging with rr is also supported.Last updated341MIT
- AsecurityAlicenseAqualityAn MCP-compliant server that enables AI assistants like Claude Desktop to access and analyze Intercom support tickets with full conversation history.Last updated48Apache 2.0
- AsecurityAlicenseCqualityA customizable Model Context Protocol server implementation that enables AI models to interact with external tools including weather queries, Google search, and camera control functionality.Last updated114Apache 2.0
- AsecurityAlicenseCqualityMCP for Azure DevOps Boards is a MCP server that lets your favourite AI browse, query and update Azure DevOps work items as if it were a project manager. Written in Rust and optimized for tokens usagem, It runs via stdio or HTTP mode and uses standard Azure authentication with az login.Last updated236MIT
- -securityFlicense-qualityExposes Coze workflows as MCP tools, allowing AI clients to discover and execute workflows from a specified Coze workspace. It provides a simple way to integrate external skills into platforms like OpenClaw without needing local environment configurations.Last updated94
- AsecurityAlicense-qualityA proof of concept MCP server for Apache OFBizLast updated5Apache 2.0
- AsecurityFlicenseBqualityProvides AI systems with access to Onyx programming language documentation through web crawling and intelligent search capabilities.Last updated10
- -securityFlicense-qualityEnables semantic search and retrieval of MCP (Model Context Protocol) documentation using Redis-backed embeddings, allowing users to query and access documentation content through natural language.Last updated
- -securityAlicense-qualityA Windows-optimized server providing universal data analytics for JSON and CSV files through over 32 tools including schema discovery and interactive visualizations. It is specifically designed for seamless integration with Claude Desktop on Windows.Last updated1MIT
- -securityFlicense-qualityA bridge between MCP Host applications and mem0 cloud service, specialized for project management with capabilities to store, retrieve, and search project information within a structured format.Last updated6
- -securityAlicense-qualityA server that provides organized documentation content for various applications using the Model Context Protocol, enabling AI assistants to access quickstart guides and code examples.Last updatedMIT
- -securityAlicense-qualityEnables AI agents to manage n8n workflow automation instances through tools for workflow CRUD operations, execution monitoring, and webhook triggering. It facilitates programmatic interaction with n8n instances via the n8n API with AI-optimized descriptions and error handling.Last updated57MIT