Item detail

DeusData/codebase-memory-mcp

codebase-memory-mcp is an MIT-licensed MCP server that indexes source code into a persistent tree-sitter knowledge graph. It ships as a static binary for macOS, Linux, and Windows, supports 158 languages, exposes 14 MCP tools, and is designed to answer structural codebase questions with far fewer tokens than file-by-file search.

Score7.3
Popularity50.0
Riskconditional
TierSilver
Score breakdown
Usefulness7.0
Novelty7.0
Momentum7.0
Maturity6.4
Open-source/build8.4
Evidence7.2
Workflow potential8.1
Setup ease6.4

Popularity is tracked separately. Support, ads, sponsorships, and tips never affect these signals.

Why it matters

Useful for coding-agent users working in large repositories where repeated grep-and-read loops waste context. Best next step is to test it on a non-sensitive repo and compare token usage and answer quality.

Who should use it

software developersAI coding-agent userslarge-codebase maintainers

Who should skip it

Skip if the source link, docs, or setup requirements do not match your workflow.

Risk explanation

indexes private source code; connects repository structure to an agent tool surface.

Evidence links

Closest alternatives / related signals

mcpcodebase-searchtree-sittercoding-agents