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Let your AI agents search each other's past sessions.

0 starsPython

Reference MCP – let your AI agents search each other's past sessions

by kuberwastaken·Jun 29, 2026·3 points·0 comments
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AI Analysis

●●SolidSolve My ProblemShip It

Cross-tool session search for AI agents when each tool silos its history.

Strengths
  • •Pure Python BM25 ranking keeps everything offline with no external dependencies.
  • •One uvx command per tool—no PyPI install or build step required.
  • •Extensible TOML config lets you add new tools with a few lines.
Weaknesses
  • •MCP session managers are emerging—no clear differentiation from alternatives.
  • •Only supports Claude Code and Codex CLI out of the box.
Category
AI/ML
Target Audience

Developers using multiple AI coding assistants

Similar To

Mem0 · LangChain Memory

Post Description

I was tired of asking my claude code to reference my codex chats to get references to what decisions it made and why ; so I built Reference MCP

It, whenever prompted establishes sessions to get direct access - been using it on my system for a bit and was super helpful so I made a repo :)

Would love feedback!

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