mcp-outline and mcp-neo4j
These are complements: Outline provides a documentation platform that could be indexed in Neo4j's graph database for enhanced knowledge discovery and relationship mapping across documentation content.
About mcp-outline
Vortiago/mcp-outline
A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services.
Exposes comprehensive document operations (search, create, edit, archive) and collection management alongside threaded comments and backlink discovery, all accessible via MCP Resources using URI schemes like `outline://document/{id}`. Built in Python with automatic rate-limit handling and retry logic, it supports both stdio transport for local use and HTTP/SSE for remote deployments, with flexible access control through read-only mode, per-operation restrictions, and dynamic tool filtering by user role.
About mcp-neo4j
neo4j-contrib/mcp-neo4j
Neo4j Labs Model Context Protocol servers
Provides four specialized MCP servers enabling LLMs to query Neo4j databases via natural language, manage persistent knowledge graphs, control Aura cloud instances, and design graph data models. Supports STDIO, SSE, and HTTP transports for integration with Claude Desktop, VS Code, Cursor, and other MCP clients, with cloud-ready containerization for AWS ECS Fargate and Azure Container Apps deployments.
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