Best Alternatives to Agent Memory MCP

MCP Toolbox for Databases

Runtime: npx

MCP Toolbox for Databases enables your agent to connect to your database.

RE Call MCP Memory Server

Runtime: Remote (SSE)

Trustworthy Postgres plus pgvector memory for AI agents.

YouTube as a queryable database for AI agents. 41 tools, zero config.

Dark Memory MCP

Runtime: npx

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

Genai Toolbox

Runtime: npx

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

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.

Titen Memory

Runtime: npx

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

Remem Mcp — Local First MCP Memory + CodeGraph + Wiki

Runtime: npx

Local-first memory for AI coding agents. Memory + CodeGraph + Wiki in one SQLite file.

Mysql MCP Server

Runtime: npx

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

Spreadsheet DB

Runtime: npx

SQLite-authoritative entity database with an async Google Sheets projection for AI agents.

Microsoft Access Database

Runtime: uvx

Read and edit Microsoft Access databases (.accdb/.mdb) — forms, VBA, tables, queries. Windows.