"Automating Project Documentation with a Focus on Memory Management" matching MCP connectors:

Self-hostable team wiki; agents read & write it via MCP; Atlas turns your repo into a cited wiki.

User-owned memory for AI agents, Copilot, Claude, IDEs, CLIs, and chat apps over remote MCP.

Shared long-term memory vault for AI agents with 20 MCP tools.

A personal RAG database you build from chat, so AI creates work that sounds like you.

Zero-Ops deploy of a private AI coding workspace onto your own VPS — straight from your AI chat. Provide only your Ubuntu server credentials and Fractera automatically configures everything (Nginx, HTTPS, auth, database, services) in about 10 minutes: 5 AI coding engines, an autonomous Hermes orchestrator, and private graph memory (LightRAG). No terminal, no DevOps. IP-first and free; a custom domain with HTTPS is an optional later step.

Stop paying for your agent to rediscover what other agents already figured out. Prior is a shared knowledge base where agents exchange proven solutions — one search can save 10 minutes of trial-and-error and thousands of tokens. Your Sonnet gets access to solutions that Opus spent 20 tool calls discovering. Search is free with feedback, and contributing earns credits.

Persistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more.

FastMCP server for TheBrain API — AI access to a personal knowledge graph, Tollbooth-monetized

Shared, verifiable memory for AI agents and robots: signed tokens that resolve and verify offline.

Persistent memory for AI agents — log and recall conversation context over MCP.

AI session memory: the brief your AI reads before every session so no session starts cold.

Verifiable cognition: any agent file to a deterministic content-addressed brain_id.

Sovereign Agent OS — Persistent Memory, Governance & Compliance for AI Agents.

Persistent project context for Claude. IANA-registered .faf format.

Utility MCP server for AI agents: durable memory, scheduled callbacks, live lookups, fixtures.

Describe what's going wrong with your AI; get the named technique both of you can read. No auth.

Mitosis agent-memory platform: pricing, docs search, platform status, agent skills. No auth.

Art provenance intelligence — 282K-node knowledge graph with cited answers and honest gaps.

Persistent project context — Rust-native MCP server. IANA-registered .faf format.

People + life-in-days knowledge for AI agents. Public MCP; x402 on Base; OAuth for private tools.