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": "2026-11-09",
  "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": 7732,
    "uptime_30d": 0.9973544973544973,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 39,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-11-09T12:01:04.331Z"
  },
  "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",
    "tool_count": 9,
    "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\nWithout an API key only the shared demo domains are available, and the\nresponse carries `next_step`: how to get a free key for your own rules.\nPass that on to the user rather than dropping it.\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 worki"
      },
      {
        "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": "get_parameters",
        "description": "List the input parameters a domain's rules decide on — the facts to\ncollect before calling `decide`. Derived from your account's own copy of\nthe rules, so it covers your custom domains too.\n\nEach parameter has its `field` name (the key to use in `facts`), `kind`\n(number / boolean / string), the `tests` rules make on it (e.g. >= 720 —\nmatch these units and scales), the `rules` and `verdicts` it can lead to,\nand `max_salience`. Parameters come most decisive first: those feeding\nthe highest-salience rules, which win when several rules fire. Also\nreturns every verdict the domain can reach.\n"
      },
      {
        "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). Ingesting into a built-in demo domain gives your\naccount its own copy of that demo (it counts as one of your domains); the\nshared demo others see is unchanged. On team plans, only the domain admin (the member\nwho created the domain, or the subscription owner) can add documents.\n\nDocuments can be dated. A decision only cites documents in force on its\ndate, so a replaced poli"
      },
      {
        "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. For a built-in demo domain you get your own copy's rules once you\nhave edited it, otherwise the shared demo's.\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). Saving to a built-in demo domain saves your own copy of it, seeded\nfrom the demo; the shared demo others see is unchanged. 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          fi"
      },
      {
        "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).\nCoverage runs the other way too: `uncovered_sentences` lists policy\nsentences no rule's citation points back to (out of\n`policy_sentence_count`), and `unverified_citations` names rules whose\nquote is missing or not found ver"
      },
      {
        "name": "get_usage",
        "description": "Show this account's decision usage, plan, and remaining monthly quota."
      }
    ],
    "profiled_at": "2026-11-09T12:01:04.331Z"
  },
  "unreachable": false
}