Knowledge & Memory

Durable Agent Runtime — append-only event log, replay-based recovery, cross-session task continuity, agent handoff. Local-first, zero cloud dependency.

Every tool your AI needs in one self-hosted install: memory, reasoning, git, Docker and more.

Surface the notes you forgot you wrote — DMN replay for markdown vaults.

Thermomix recipes with guided cooking in Cookidoo, recipe search, week plan and shopping list

Find where your notes disagree — contradiction detection for markdown vaults.

Coming soon

Semantic Project Brain MCP Server with AST Parsing

A zero-dependency, in-memory graph database providing a memory layer for local AI agents with AST-based dependency tracking and Token-Level Provenance via Source Maps.

🔮 MCP sunucusu — Herhangi bir codebase'i analiz et, mimariyi çıkar, etki analizi yap

CoAiA's Structural Core: Guiding Intelligent Agents with Foundational Creative Thinking

MCP server for converting caste CSV data to Neo4j Cypher queries using Gemini AI

MCP server for multi-agent coordination via shared graph - nodes with messages, notes, and status

MCP Server Package: extended-memory-mcp

Associative Memory MCP Server for LLMs - Knowledge management system with hierarchical scope organization

Async MCP server for ArangoDB: 46 tools for graphs, queries, and multi-tenancy.

MCP gateway with cross-agent persistent memory for AI agent fleets

MongoDB Atlas-backed persistent agent memory for mcp-agent (LastMile AI): a drop-in Memory backend with Atlas Vector Search recall.

A specialized MCP server that tracks your Python development sessions, errors, fixes, and coding patterns using a persistent knowledge graph. This helps you build a searchable database of your development learnings, solutions, and insights.

MCP Agent Graph - Python SDK for Agent Development Framework

AgensGraph knowledge-graph memory MCP server (entities, relations, observations).