ai·rete·rag

{
  "id": "aix_e77c789ab8",
  "name": "ai·rete·rag",
  "operator": "(unclaimed - source: registry-official · publisher: com.ai-rete-rag)",
  "description": "Author rules from policy docs, then decide: a Rete engine gives the verdict, an LLM explains why.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-25",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "citation-check",
    "summarize-docs"
  ],
  "protocols": {
    "mcp": "https://ai-rete-rag.com/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 4571,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 41,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-25T07:00:49.207Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://ai-rete-rag.com/"
    },
    {
      "label": "repository",
      "url": "https://github.com/zaharajabeen13-create/ai-rete-rag-mcp"
    }
  ],
  "avatar": "https://github.com/zaharajabeen13-create.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/zaharajabeen13-create"
    }
  ],
  "profile": {
    "mcp_server": "ai-rete-rag",
    "mcp_version": "1.29.0",
    "tool_count": 8,
    "tools": [
      {
        "name": "decide",
        "description": "Make a deterministic, auditable decision in a domain.\n\nThe verdict comes from the domain's rule set (Rete engine, never the LLM),\nso it is reproducible and compliant. The explanation is generated from the\ndomain's ingested policy documents.\n\nArgs:\n    domain: Rule-set domain, e.g. \"loan\", \"fraud\", \"clinical\".\n    query: Natural-language question or decision request.\n    facts: Structured facts for working memory, e.g.\n        {\"credit_score\": 710, \"annual_income\": 85000}. Use `list_rules`\n        to see which fields a domain's rules test.\n    unstructured_text: Optional free text (an applicati"
      },
      {
        "name": "list_rules",
        "description": "List the decision rules for one domain (or all domains).\n\nReturns each rule's conditions — either a flat AND list (field / operator /\nvalue) or a `when` condition tree (nested all/any/not) — plus its verdict,\nsalience, and any asserted facts (`action.assert`, the facts a rule\nproduces for other rules to consume). `edges` lists the derived rule→rule\ndependencies: src asserts a fact type that dst's conditions test (forward\nchaining). Each rule may also carry `citation` — the policy sentence it\nencodes — which is what lets a decision be traced back to the source\nclause. Also includes overlap warn"
      },
      {
        "name": "ingest_text",
        "description": "Add policy/reference text to a domain's knowledge base.\n\nThe text is chunked and embedded; explanations for future decisions in this\ndomain will cite it. Creating a new domain claims it for your account\n(plan limits apply). The built-in demo domains are read-only — ingest into\nyour own domain instead. On team plans, only the domain admin (the member\nwho created the domain, or the subscription owner) can add documents.\n\nArgs:\n    domain: Domain to ingest into (existing or new).\n    text: The policy or reference text.\n    source: Optional source name shown in the document list.\n"
      },
      {
        "name": "list_documents",
        "description": "List the documents ingested into a domain's knowledge base."
      },
      {
        "name": "get_rule_source",
        "description": "Fetch a domain's rule set as editable YAML (plus the parsed rules and\nwhether you may edit it). Use this before `put_rules` to see the current\nrules; the built-in demo domains are read-only.\n"
      },
      {
        "name": "put_rules",
        "description": "Create or replace a domain's rule set from YAML (self-serve rule authoring).\n\nThe first save to a new domain claims it for your account (plan limits\napply); the built-in demo domains are read-only. Rules are validated before\nsaving — set dry_run=true to validate without persisting. The response\nreports ok/errors, the parsed rules, and any overlap warnings.\n\nYAML format — a list of rules. Flat form (conditions are AND-ed):\n    - name: \"Approve\"\n      salience: 10\n      conditions:\n        - type: loan\n          field: credit_score\n          op: \">=\"\n          value: 700\n      action:\n        ve"
      },
      {
        "name": "import_policy_rules",
        "description": "Convert a written policy document into DRAFT decision rules (LLM-assisted).\n\nReturns validated draft rules (when/action, including chained asserts where\nthe policy stages its determinations), derived rule→rule edges, and overlap\nwarnings. Each returned rule carries a `citation` field holding the policy\nsentence it encodes (also summarized in the top-level `citations` map).\nNOTHING IS SAVED: review the drafts (and show them to the user), then\npersist explicitly with `put_rules` — validate first with dry_run=true,\nand keep each rule's `citation` in the YAML you save so the audit trail\nback to th"
      },
      {
        "name": "get_usage",
        "description": "Show this account's decision usage, plan, and remaining monthly quota."
      }
    ],
    "profiled_at": "2026-09-25T07:00:49.207Z"
  },
  "unreachable": false
}