Best Alternatives to Memory MCP Server

Dark Memory MCP

Runtime: npx

Persistent memory + vibe-loop engine for AI agents. Single Go binary, SQLite-backed, stdio MCP.

Tinycontext

Runtime: uvx

Token-light local memory with SQLite hybrid retrieval for MCP agents.

Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLite file.

Memwright

Runtime: uvx

Embedded memory for AI agents with SQLite FTS5, pgvector, and Neo4j graph search.

Titen Memory

Runtime: npx

Evidence-grounded agent memory with mandatory provenance, on local SQLite or Cloudflare D1

Mysql MCP Server

Runtime: uvx

Connects MCP clients to MySQL for SQL execution, schema inspection, and small table samples.

Openchronicle MCP

Runtime: Remote (SSE)

Memory database for LLM agents — persistent semantic + keyword memory, project namespacing, served o

Genai Toolbox

Runtime: npx

Connects MCP-compatible agents and IDEs to databases through prebuilt or custom tools.

QueryWeaver

Runtime: uvx

An MCP server for Text2SQL: transforms natural language into SQL using graph schema understanding.

Rmbr

Runtime: uvx

Embedded, local-first memory and retrieval for AI agents. One SQLite file, no server, no API key.

Leteo

Runtime: bunx

Persistent memory for AI coding agents: one Rust binary, one local SQLite database.

CPersona

Runtime: uvx

Persistent AI memory in one SQLite file: 3-layer hybrid search, confidence scoring, 29 tools.