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Janadasroor/pg-mnemosyne-mcp

by Various

🧠 A high-performance PostgreSQL-backed MCP server acting as a super memory, task tracker, and dynamic database manager for AI agents. Features built-in connection pooling, a profe

J

MCP

Janadasroor/pg-mnemosyne-mcp

Added 1 June 2026

#agentic-ai #ai-memory #asyncpg #claude-code #database-management #fastmcp #gemini-cli #mcp

Overview

A PostgreSQL-backed MCP server that provides persistent memory, task tracking, and dynamic database management for AI agents. It uses connection pooling and a shared multi-agent coordination hub to prevent coding conflicts in real-time.

Best for

Best for
Developers building multi-agent systems that need persistent memory and task coordination

Use cases

  • Give AI agents long-term memory across sessions
  • Track and manage tasks with a professional schema
  • Coordinate multiple agents to avoid code conflicts

Notes

A PostgreSQL-backed MCP server that provides persistent memory, task tracking, and dynamic database management for AI agents. It uses connection pooling and a shared multi-agent coordination hub to prevent coding conflicts in real-time.

0 stars on GitHub. Last updated 2026-05-26. Licensed MIT.

Use cases

  • Give AI agents long-term memory across sessions
  • Track and manage tasks with a professional schema
  • Coordinate multiple agents to avoid code conflicts

Pros

  • Built-in connection pooling for efficient database access
  • Shared coordination hub prevents real-time conflicts
  • Professional tasks schema for structured tracking

Cons

  • Requires a running PostgreSQL instance
  • Zero stars and limited community adoption
  • No clear documentation on setup or usage

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.

Pros

  • Built-in connection pooling for efficient database access
  • Shared coordination hub prevents real-time conflicts
  • Professional tasks schema for structured tracking

Cons

  • Requires a running PostgreSQL instance
  • Zero stars and limited community adoption
  • No clear documentation on setup or usage
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