Alternatives to Echo Memory
Shared memory for AI agents, as a graph in your own Postgres. Writes never call an LLM.
Echo Memory is tagged Database, AI. The servers below cover similar ground, ranked by how many tags they share with it, then by GitHub stars.
MCP Toolbox for Databases
by googleapis
MCP Toolbox for Databases enables your agent to connect to your database.
docker run -i --rm us-central1-docker.pkg.dev/database-toolbox/toolbox/toolbox:0.31.0a2db
by io.github.agentic-eng
Safe, read-only database access for AI agents. 5 databases, batch queries, SQLGlot.
uvx a2db@0.2.1Aevia
by ai.aeviamodeler
AI-powered life cycle assessment and modelling: connect to LCA databases, build and analyze systems
https://app.aeviamodeler.ai/api/v1/connector/mcpafgong-sqlite-mcp-server
by ai.smithery
Explore your Messages SQLite database to browse tables and inspect schemas with ease. Run flexible…
https://server.smithery.ai/@afgong/sqlite-mcp-server/mcpagent-memory-mcp
by io.github.xultrax-web
Markdown memory for AI agents. Files you can read, edit, grep, and commit. Not a database.
npx -y @xultrax-web/agent-memory-mcp@0.15.0agent-team
by io.github.RichardLemmon
13 specialized AI agents collaborating via SQLite. 44 MCP tools. One-command install.
npx -y agent-team-mcp@1.5.1agenthost
by eu.agenthost
Agent-first web hosting: deploy sites, apps, databases and domains over MCP.
https://agenthost.eu/mcpAgentSQL
by io.github.cuipengdba
Guard AI agents' PostgreSQL/MySQL access via MCP: SQL audit, auth, masking, write approval
https://demo.agentsql.cn/mcpAI for Database
by com.aifordatabase
Ask your databases questions in plain English, run read-only SQL and set up data alerts.
https://mcp.aifordatabase.com/mcpAi Incident Db
by io.github.pipeworx-io
AI Incident Database (AIID) MCP
npx -y @pipeworx/mcp-ai-incident-db@0.2.1AI2SQL
by io.ai2sql
Text-to-SQL MCP server: read-only queries on PostgreSQL, MySQL and SQL Server with your real schema
https://builder.ai2sql.io/api/chatgpt-mcpAICasePredict
by com.aicasepredict
Search a large legal database of 325M+ US court records: cases, attorneys, judges and courts.
https://aicasepredict.com/mcp