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licenseNot graded
qualityC
maintenanceAn MCP server that makes project documentation instantly accessible in Claude Code through @ mentions, allowing Claude to understand your codebase's conventions and architecture.
5
MIT
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"Analyzing user contributions to a GitLab self-hosted project using API token" matching MCP servers:
- AlicenseNot gradedqualityFmaintenanceProvides AI assistants with access to OpenAPI specifications, enabling API discovery, schema retrieval, and direct API execution with support for OAuth 2.0 and other authentication methods.91MIT
- AlicenseNot gradedqualityBmaintenanceEnables multi-project workspaces to share structured notes, API contracts, and handoff messages via a local SQLite database, with versioning and read tracking.GPL 3.0
- AlicenseNot gradedqualityDmaintenanceAn MCP server that reads any codebase (GitHub repo or local folder) and explains it using AI. Enables users to ask questions about project structure, key files, auth flows, and more in plain language.162MIT
- FlicenseNot gradedqualityCmaintenanceProvides a minimal MCP server with safe tools for AI assistants to search project files, read files, search local documentation, and run pre-approved checks within a single project directory.
- FlicenseNot gradedqualityBmaintenanceA self-hosted MCP server for PageIndex's vectorless, reasoning-based document retrieval. It ingests PDFs into a hierarchical table of contents using an LLM and serves documents, structure, and page content via MCP tools.
- AlicenseAqualityCmaintenanceMCP server for API discovery from .mind spec files, enabling AI assistants to list, inspect, and call APIs defined in OpenAPI specs.421MIT
- FlicenseAqualityDmaintenanceA Model Context Protocol server that converts Markdown documents to plain text with flexible options and dual protocol support.4
- AlicenseAqualityBmaintenanceEnables searching and retrieving documentation from crawled documentation sites as an MCP server, allowing coding agents to query real docs instead of relying on training data.4MIT
- AlicenseBqualityBmaintenanceThis MCP server connects GitLab projects and merge requests with Jira work tracking, Confluence pages, and Grafana dashboards. It provides read-only access to GitLab, Confluence, and Grafana, while Jira mutations require explicit confirmation.19MIT
- AlicenseNot gradedqualityCmaintenanceEnables hybrid retrieval-augmented generation with semantic and keyword search over documents, supporting multiple formats and providing MCP integration for Claude Desktop.MIT
- AlicenseNot gradedqualityCmaintenanceConverts Markdown files to Atlassian Document Format and publishes them to Confluence, with support for rendering Mermaid diagrams as PNG attachments.41MIT
- AlicenseNot gradedqualityDmaintenanceFetches and parses Swagger/OpenAPI documentation from URLs, cleans and optimizes it to reduce token consumption, and provides standardized API descriptions to intelligent IDEs for suggestions, auto-completion, and code generation.252MIT
- AlicenseNot gradedqualityDmaintenanceConverts any OpenAPI/Swagger spec into an MCP server, exposing REST API endpoints as tools for Claude.MIT
- AlicenseNot gradedqualityBmaintenanceProvides AI assistants instant access to GitLab's official documentation with intelligent search, section filtering, and full content retrieval across 2,494 documentation pages including CI/CD, API, admin, and development guides.542MIT
- AlicenseNot gradedqualityAmaintenanceRoutes coding agents to the most relevant project documentation (decisions, intent, constraints) with provenance and freshness, providing tools for task routing, knowledge search, and document context.52MIT
- AlicenseNot gradedqualityDmaintenanceA Model Context Protocol (MCP) server that provides searchable access to GitLab's official documentation.1MIT
- AlicenseNot gradedqualityDmaintenanceA minimal MCP server that auto-generates tools from your OpenAPI spec, optimized for Vercel.288MIT
- AlicenseNot gradedqualityBmaintenanceProvides project-aware context for coding agents by selecting relevant AGENTS.md, docs, module paths, and decision records based on task, reducing redundant context loading via MCP stdio.1Apache 2.0
- FlicenseNot gradedqualityDmaintenanceA Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances into an MCP server for querying documentation. It enables AI models to search and retrieve relevant information from custom document sets stored in R2 buckets.17