world-model-mcp

v0.7.2APIsstable

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.

world-modelmcpai-integration
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About

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.

Features

  • Temporal knowledge graph for codebases that captures decisio

Use Cases

Temporal knowledge graph for codebases that captures decision traces, links test
SaravananJaichandar

Maintainer

LicenseMIT License
Languagepython
Versionv0.7.2
UpdatedMay 20, 2026
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

PIP

pip install world-model-mcp

Manual Installation

pip install world-model-mcp

Examples

No examples available for this server.

Configuration

Configuration Details

Config File

claude_desktop_config.json

Web UI

Not available

Security

Authentication

RequiredNo

Features

Data Encryption
Audit Logging
RBAC Support

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

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Quick Config Preview

{ "mcpServers": { "world-model": { "command": "pip", "args": ["install", "world-model-mcp"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

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