What it does

Temporal codebase knowledge graph that links test failures to code changes, learns co-edit patterns, predicts regression risk and enforces edit constraints.

Local connectionPricing not confirmedv0.15.5

Connection manifest

Public connection metadata from the source. Follow the provider’s setup guide for authentication, permissions, and required variables.

{
  "name": "io.github.SaravananJaichandar/world-model-mcp",
  "version": "0.15.5",
  "repository": {
    "url": "https://github.com/SaravananJaichandar/world-model-mcp"
  },
  "remotes": [],
  "packages": [
    {
      "registryType": "pypi",
      "identifier": "world-model-mcp",
      "version": "0.15.5",
      "transport": {
        "type": "stdio"
      },
      "environmentVariables": [
        {
          "name": "WORLD_MODEL_DB_PATH",
          "isRequired": false
        },
        {
          "name": "ANTHROPIC_API_KEY",
          "isRequired": false
        },
        {
          "name": "WORLD_MODEL_EXTRACTION_MODEL",
          "isRequired": false
        },
        {
          "name": "WORLD_MODEL_REASONING_MODEL",
          "isRequired": false
        }
      ]
    }
  ]
}

Metadata reviewed for listing. Server code, permissions, and runtime behavior have not been security-audited. Directory access is free; individual providers may charge.