world-model-mcp

Item: world-model-mcp
Rating: 43
Author: M8ven

Temporal knowledge graph for codebases that captures decision traces, links test failures to code changes, learns co-edit patterns, predicts regression risk, and enforces learned constraints at the edit boundary via a PreToolUse hook.

→ SaravananJaichandar/world-model-mcp · 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.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// required environment variables

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

configCLAUDE_PROJECT_DIR

configCLAUDE_SESSION_ID

configWORLD_MODEL_PI_DB

// 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 1 concrete improvement 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/saravananjaichandar-world-model-mcp-49qm2p)](https://m8ven.ai/mcp/saravananjaichandar-world-model-mcp-49qm2p)

commit: 3660b08efbc789611172dfae8526381631260f03

code hash: bf8e68406e1fb68a732e943d53f27cbe832c483026fc75d5394989c509bd6236

verified: 6/10/2026, 11:25:15 AM

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