KARP Graph Lite

Item: KARP Graph Lite
Rating: 37
Author: M8ven

Provides Claude Desktop with persistent, structured memory and semantic search via a local SQLite knowledge graph, plus a web UI for visualization and management.

→ souldriver007/karp-graph-lite · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

🔐

You'll be asked for 1 credential: UI_PASSWORD

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// known CVEs in dependencies2 low

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

lowexpress@4.18.0GHSA-qw6h-vgh9-j6wx

express vulnerable to XSS via response.redirect()

lowexpress@4.18.0GHSA-rv95-896h-c2vc

Express.js Open Redirect in malformed URLs

Depend on this server? Get alerted when its CVEs change.Watch this server free →

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configDATA_PATH— ./test_data UI_PORT=3456 UI_PASSWORD=yourpassphrase node server/index.js

🔐 secretUI_PASSWORD— Three-layer auth priority: (1) environment variable → (2) Saved passphrase in auth.json → (3) First-run setup screen.

configUI_PORT— DATA_PATH=./test_data =3456 UI_PASSWORD=yourpassphrase node server/index.js

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 2 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/souldriver007-karp-graph-lite-jjag35)](https://m8ven.ai/mcp/souldriver007-karp-graph-lite-jjag35)

commit: e81aab3f82069a5884d13968e6885833032fc971

code hash: 3f3695ec697518f33a6459784cc8a07f1917ac9b0089326aee8266c811e1fda5

verified: 6/14/2026, 10:23:08 AM

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