Repository intelligence

DeusData/codebase-memory-mcp

GitHub

This MCP server transforms how developers interact with codebases by building a persistent knowledge graph that indexes repositories in milliseconds across 155 programming languages. With sub-millisecond query speeds and 99% token reduction, it enables AI coding assistants like Cursor, Claude Code, and Windsurf to understand your entire codebase context without drowning in context windows. Built as a single static binary with zero dependencies, it runs anywhere.

CLOUDM0N decision
REVIEW BEFORE ADOPTION
Trust REVIEW · 55/100
Good fit if

Teams whose requirements match this repository’s core capability.

Watch out for

Review deployment and security evidence before production adoption.

Practical intelligence

What matters before you adopt it

Best for
Teams whose requirements match this repository’s core capability.
Main trade-offs
Review deployment and security evidence before production adoption.
Trust & CVEs

Security evidence without the noise

Trust remains a decision signal; CVEs and scanner evidence explain what is driving the risk.

Security findings
3
CLOUDM0N scanner findings
Critical
0
High
1
Medium
2
Low
0
View trust evidence & security findings
Why this score
No trust rationale was stored for this scan.
CLOUDM0N findings
HIGH
Remote download piped or chained into a shell requires manual review. 4 sample match(es) found.
MEDIUM
Dynamic code execution pattern detected. 2 sample match(es) found.
MEDIUM
The project can spawn operating-system processes; review command construction and input handling. 5 sample match(es) found.
Architecture from code34 modules · 0 edges
Structural evidence

Modules and dependency edges extracted from repository code. This is code evidence, not README inference.

Code files
99
Modules
34
Dependency edges
0
Core modules
graph-ui
54 files
pkg/npm
5 files
pkg/pypi
4 files
scripts
19 files
tools
tool implementations
5 files
Dependency flow
No dependency edges were extracted.
Detected languages
C · Shell · TypeScript · Python · JavaScript · Go · C++ · Ruby
Detected frameworks
Requests
Architecture evidence details
flowchart TD
    %% repo — high-level architecture (DRAFT, refine me)
    n0["graph-ui · 54 files"]
    n1["pkg/npm · 5 files"]
    n2["pkg/pypi · 4 files"]
    n3["scripts · scripts · 19 files"]
    n4["tests · tests · 12 files"]
    n5["tools · tool implementations · 5 files"]
    class n3 infra
    class n5 shared
    class n4 test
    classDef infra fill:#b35c00,color:#ffffff,stroke:#8f4a00
    classDef shared fill:#79706e,color:#ffffff,stroke:#5d5654
    classDef test fill:#499894,color:#ffffff,stroke:#397975
Agent handoff
Use with any agent
JSON API