The real catalog of tools for AI agents

Recall over your markdown notes: vector search plus your [[wikilinks]] as a graph, in SQLite.

Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.

Durable memory for AI agents: fact extraction, hybrid retrieval, temporal graph. SQLite/Postgres.

Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.

SQLite-backed MCP server for persistent memory, full-text retrieval, and graph traversal.

A label property graph on SQLite/Postgres with multi-ontology routing and a gated MCP server.

Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.

Persistent semantic memory for SQL databases. Postgres, MySQL, MSSQL, SQLite.

SQLite MCP — query databases, inspect schemas, explain queries, export data.

100% In-Process Bare-Metal Hybrid Memory Engine & MCP Server for LLMs (SQLite + Int8 Vectors).

Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.

Explore, query, and inspect SQLite databases with ease. List tables, preview results, and view det…

MCP server for Ordali memory: SQLite-backed project memory and governance traces.

Local-first persistent memory MCP: shared SQLite key/value store, searchable, TTL-aware, secret-safe

MCP server for SQLite databases. Read-only by default, row caps, statement timeouts.

Agent memory: working, episodic, semantic, procedural and core layers. Local SQLite, no account.

Offline agentic memory: remember/recall/relate/forget/why over a fused vector+graph+columnar engine

Embedded, local-first agent memory: one SQLite file per namespace, no server, no cloud.

Long-term memory and context fitting for agents, with no LLM in the loop. Local SQLite.

Cross-session memory for AI coding agents via six tools; local-first SQLite store.