A
licenseA
qualityD
maintenancegit blame tells you who wrote a line. This tells you why.
5
16
2
MIT
74,070 servers. Updated
Search Relevance ↓
Recent Usage ↓
Date Added ↓
Date Updated ↓
Weekly Downloads ↓
GitHub Stars ↓
Recent GitHub Stars ↓
Matching MCP tools:
Matching MCP Connectors:
org.sovgrid
io.github.ejentum
app.railway.up.omni-service-node-production
io.github.sercanmetalore
"A lightweight, self-hosted Git service" matching MCP servers:
- Flicense-qualityBmaintenanceA self-synthesizing AI knowledge wiki that provides a read-only MCP surface for external agents to trace the wiki content and graph.
- Flicense-qualityBmaintenanceA 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.
- AlicenseAqualityDmaintenanceA Model Context Protocol implementation that enables AI assistants to interact with markdown documentation files, providing capabilities for document management, metadata handling, search, and documentation health analysis.146058MIT
- AlicenseBqualityDmaintenanceA Model Context Protocol server that integrates with Cursor IDE to provide real-time git-spice documentation search capability.1491ISC
- Flicense-qualityBmaintenanceEnables querying context about the MAM product components and architecture through MCP, allowing agents to retrieve targeted product information on demand instead of loading full documentation.
- FlicenseBqualityDmaintenanceMCP server providing access to the Earth616 Defense Supply Chain and Documentation Ontology with tools for ontology lookup and testing.181
- AlicenseCqualityFmaintenanceEnables querying documents through a Langflow backend using natural language questions, providing an interface to interact with Langflow document Q\&A flows.115MIT
- AlicenseCqualityFmaintenanceA free, open-source service that transforms GitHub projects into MCP endpoints, enabling AI assistants to access and understand project documentation without any setup.32688,332Apache 2.0
- Alicense-qualityDmaintenanceA Python-based MCP server that enables document-based question answering by processing PDF, TXT, and Markdown files through OpenAI's API. It provides hallucination-free responses based strictly on document content using semantic search and includes a web interface for management.MIT
- Alicense-qualityDmaintenanceEnables document-based question answering using OpenAI's GPT-4 with semantic search and embeddings. Upload PDF, TXT, or Markdown files and get answers strictly based on document content with source attribution and confidence scores.MIT
- Alicense-qualityDmaintenanceTransforms any GitHub repository into a documentation hub for AI assistants, enabling access to up-to-date documentation and code to eliminate hallucinations. Supports repository-specific and dynamic endpoints with smart search capabilities.68Apache 2.0
- Alicense-qualityDmaintenanceTransforms any GitHub repository or GitHub Pages site into a documentation hub for AI assistants using the Model Context Protocol. It allows AI tools to access real-time code and documentation to prevent hallucinations and provide accurate API usage examples.68Apache 2.0
- Flicense-qualityDmaintenanceEnables AI-powered document analysis and querying for project documentation using vector embeddings stored in Redis. Supports document upload, context-aware Q\&A, automatic test case generation, and requirements traceability through OpenAI integration.283
- FlicenseAqualityDmaintenanceEnables AI coding assistants to browse Unreal Python API documentation, search classes and functions, and execute Python code in Unreal Editor.8
- Alicense-qualityFmaintenanceProvides access to developer roadmap content from roadmap.sh, allowing users to list available roadmaps and fetch detailed Markdown content for specific career paths.1MIT
- Alicense-qualityFmaintenanceProvides 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
- Alicense-qualityCmaintenanceAn HTTP MCP server that indexes large documents into exact-line-numbered sections, enabling AI models to locate, read, summarize, and edit parts of a document without ingesting the whole file.MIT
- Alicense-qualityDmaintenanceTransforms any GitHub repository into a documentation hub for AI assistants, enabling up-to-date access to documentation and code to eliminate hallucinations.681Apache 2.0
- Alicense-qualityBmaintenanceAn MCP server that exposes Marker for high-quality PDF OCR and conversion, providing a tool to convert PDFs to markdown, JSON, or HTML with optional LLM-enhanced mode.GPL 3.0
