#chromadb

Recall

Open-source memory for AI agents. MCP-native. Self-hosted. One Docker image.

Vector MCP

Vector MCP Server for AI Agents - Supports ChromaDB, Couchbase, MongoDB, Qdrant, and PGVector

Ctxvault

Local memory infrastructure for AI agents. Store knowledge and skills in isolated vaults you compose, control and query.

Orionbelt Analytics

Ontology-based MCP server that analyzes database schemas (PostgreSQL, Snowflake, ClickHouse, Dremio) and generates RDF/OWL ontologies with S...

Mempalace

The best-benchmarked open-source AI memory system. And it's free.