docs-mcp-server and atlas-mcp-server
These are **complements**: Grounded Docs provides document indexing and retrieval capabilities that can feed knowledge into ATLAS's three-tier architecture, allowing LLM agents to ground task management decisions in retrieved documentation.
About docs-mcp-server
arabold/docs-mcp-server
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools
Fetches documentation from websites, GitHub, npm, PyPI, and local files, then indexes it with optional semantic vector search for AI-grounded queries—eliminating hallucinations by providing version-specific context. Implements MCP (Model Context Protocol) with SSE transport for long-running server mode or standalone CLI/Agent Skills, supporting 90+ file formats including PDFs, code repositories, and Jupyter notebooks. Runs entirely local with optional embedding models (OpenAI, Ollama, Gemini) for enhanced search quality.
About atlas-mcp-server
cyanheads/atlas-mcp-server
A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier architecture (Projects, Tasks, Knowledge) to manage complex workflows. Now with Deep Research.
Exposes 40+ MCP tools enabling agents to create, query, and manage interconnected projects, tasks, and knowledge items with Neo4j's graph-native ACID transactions and relationship traversal. Implements stdio transport for seamless integration with Claude Desktop and other MCP clients, supporting advanced features like dependency validation, fuzzy search across entities, and knowledge citation tracking for complex agent workflows.
Related comparisons
Scores updated daily from GitHub, PyPI, and npm data. How scores work