1. Conduid
  2. RAG
  3. Brain
MCP server · RAG

Brain

by · github.com/PierfrancescoLijoi/mcp-brain

Local-first MCP server that tells coding agents which files to read, and how sure it is. 97% Hit@10 on Java (SWE-bench Multilingual), 89% on Python (SWE-bench Lite), zero LLM cost. mcp-brain calibrate re-measures it on your own Git history. Plus team memory and conflict checks.

Unclaimed aiai-engineeringai-productivityclaudecode-generationcontext-compressioncontext-managementcontext-overheaddeveloper-toolsllmllm-memoryllm-toolsmcppersistent-memoryprompt-engineeringteam-awarenesstoken-budgettoken-efficiencytoken-optimization
InstallView source
34Low

Scored 1 hours ago · breakdown

About Brain

Brain is an MCP server published by PierfrancescoLijoi in the RAG category: local-first MCP server that tells coding agents which files to read, and how sure it is. 97% Hit@10 on Java (SWE-bench Multilingual), 89% on Python (SWE-bench Lite), zero LLM cost. mcp-brain calibrate re-measures it on your own Git history. Plus team memory and conflict checks.

The repository has 5 stars and 0 forks, with the last commit 19 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/PierfrancescoLijoi/mcp-brain

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

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Questions

About Brain

How do I install Brain?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Brain safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Brain still maintained?

Yes — the last commit was 19 days ago. The repository has 5 stars and 0 forks.