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maintenanceA collection of MCP servers for Slack, Jira, Confluence, and release coordination to automate QA workflows and daily release status reporting.
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"Free servers available for testing purposes" matching MCP servers:
- 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
- FlicenseAqualityDmaintenanceMCP server for exploring and introspecting CheckPoint MCP servers. Provides tools to fetch server information, list available servers, and introspect their tools.6
- 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
- AlicenseAqualityCmaintenanceProvides read-only access to Dis Servers' game community Discord directory, including listings, source evidence, official links, and FAQ, enabling MCP clients to query verification rules and directory overview.2MIT
- AlicenseNot gradedqualityNot gradedmaintenanceProvides MCP wrappers for Allen AI's Asta research tools, enabling AI agents to manage local document collections and perform deep literature searches. It supports automated report generation, PDF text extraction, and research hypothesis synthesis.
- FlicenseNot gradedqualityCmaintenanceExposes a small catalog of programming study topics through the Model Context Protocol (MCP) for local learning.
- FlicenseAqualityDmaintenanceProvides Large Language Models with real-time access to the latest documentation for Python libraries like Langchain, LlamaIndex, and OpenAI, enabling accurate and up-to-date code suggestions.1
- FlicenseAqualityDmaintenanceA powerful MCP server for querying and processing large Swagger/OpenAPI JSON documents, enabling LLMs to efficiently access API documentation without loading entire files.62
- AlicenseNot gradedqualityCmaintenanceA tool that helps users conduct comprehensive research on complex topics by exploring questions in depth, finding relevant sources, and generating structured, well-cited research reports.213MIT
Qdrant Docs MCP Serverofficial
FlicenseNot gradedqualityCmaintenanceA read-only MCP server providing curated Qdrant documentation for LLMs, enabling retrieval of the latest and most accurate documentation.9- AlicenseNot gradedqualityBmaintenanceMCP server for Wiki.js with full GraphQL API coverage, fine-grained permissions, multi-user support, and deployable on Vercel.Apache 2.0
- AlicenseNot gradedqualityDmaintenancePulls up-to-date, version-specific documentation and code examples for libraries directly into your prompt, preventing outdated or hallucinated APIs.MIT
Appwrite Docs MCP Serverofficial
FlicenseNot gradedqualityAmaintenanceEnables IDEs like Cursor, Windsurf, and Claude Code to access and query Appwrite documentation through a vector-powered search system. Provides developers with contextual Appwrite documentation directly within their development environment.12- FlicenseNot gradedqualityDmaintenanceAn MCP Server that enables interaction with the Obono RKSV API, automatically generated using AG2's MCP builder to provide a standardized way to access the functionality defined in the OpenAPI specification.
- FlicenseNot gradedqualityDmaintenanceAn MCP Server that enables interaction with Odisha's eDistrict services through the API Setu interface, allowing users to access and utilize Odisha government digital services through natural language.
- FlicenseNot gradedqualityDmaintenanceEnables scraping and searching documentation websites using semantic or keyword search, with support for multiple deployment modes.
- FlicenseNot gradedqualityDmaintenanceThis MCP Server provides a natural language interface to interact with Google's Policy Analyzer API, allowing users to analyze policies and evaluate compliance through conversations.
- FlicenseNot gradedqualityBmaintenanceAn MCP server that retrieves and cleans official documentation for popular AI/Python libraries via web search and LLM processing, exposing a get_docs tool.
- FlicenseNot gradedqualityDmaintenanceThis MCP server enables interactions with the PDF Generator API for creating, converting, and managing PDF documents using natural language commands.