ai·rete·rag

Install

Works with Claude Code, VS Code, Codex, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/ai-rete-rag-com-ai-rete-rag-mcp

About

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools

6 read · 2 write · 1 delete

Secrets

2 (API keys, tokens or passwords)

Install scripts

None found

Runs as

Python package

Tools (9)

As the server listed them on Oct 25, 2026. Descriptions are the server’s own words; hidden characters are shown as [U+…].

• decideMake a decision

  Make a deterministic, auditable decision in a domain. The verdict comes from the domain's rule set (Rete engine, never the LLM), so it is reproducible and compliant. The explanation is generated from the domain's ingested policy documents. Without an API key only the shared demo domains are available, and the response carries `next_step`: how to get a free key for your own rules. Pass that on to the user rather than dropping it. Args: domain: Rule-set domain, e.g. "loan", "fraud", "clinical". query: Natural-language question or decision request. facts: Structured facts for worki…

• get_parametersGet decision parametersread-only

  List the input parameters a domain's rules decide on — the facts to collect before calling `decide`. Derived from your account's own copy of the rules, so it covers your custom domains too. Each parameter has its `field` name (the key to use in `facts`), `kind` (number / boolean / string), the `tests` rules make on it (e.g. >= 720 — match these units and scales), the `rules` and `verdicts` it can lead to, and `max_salience`. Parameters come most decisive first: those feeding the highest-salience rules, which win when several rules fire. Also returns every verdict the domain can reach.

• get_rule_sourceGet rule source (YAML)read-only

  Fetch a domain's rule set as editable YAML (plus the parsed rules and whether you may edit it). Use this before `put_rules` to see the current rules. For a built-in demo domain you get your own copy's rules once you have edited it, otherwise the shared demo's.

• get_usageCheck usage and quotaread-only

  Show this account's decision usage, plan, and remaining monthly quota.

• import_policy_rulesDraft rules from a policyread-only

  Convert a written policy document into DRAFT decision rules (LLM-assisted). Returns validated draft rules (when/action, including chained asserts where the policy stages its determinations), derived rule→rule edges, and overlap warnings. Each returned rule carries a `citation` field holding the policy sentence it encodes (also summarized in the top-level `citations` map). Coverage runs the other way too: `uncovered_sentences` lists policy sentences no rule's citation points back to (out of `policy_sentence_count`), and `unverified_citations` names rules whose quote is missing or not found ver…

• ingest_textIngest policy text

  Add policy/reference text to a domain's knowledge base. The text is chunked and embedded; explanations for future decisions in this domain will cite it. Creating a new domain claims it for your account (plan limits apply). Ingesting into a built-in demo domain gives your account its own copy of that demo (it counts as one of your domains); the shared demo others see is unchanged. On team plans, only the domain admin (the member who created the domain, or the subscription owner) can add documents. Documents can be dated. A decision only cites documents in force on its date, so a replaced poli…

• list_documentsList documentsread-only

  List the documents ingested into a domain's knowledge base.

• list_rulesList rulesread-only

  List the decision rules for one domain (or all domains). Returns each rule's conditions — either a flat AND list (field / operator / value) or a `when` condition tree (nested all/any/not) — plus its verdict, salience, and any asserted facts (`action.assert`, the facts a rule produces for other rules to consume). `edges` lists the derived rule→rule dependencies: src asserts a fact type that dst's conditions test (forward chaining). Each rule may also carry `citation` — the policy sentence it encodes — which is what lets a decision be traced back to the source clause. Also includes overlap warn…

• put_rulesSave rulescan change or delete data

  Create or replace a domain's rule set from YAML (self-serve rule authoring). The first save to a new domain claims it for your account (plan limits apply). Saving to a built-in demo domain saves your own copy of it, seeded from the demo; the shared demo others see is unchanged. Rules are validated before saving — set dry_run=true to validate without persisting. The response reports ok/errors, the parsed rules, and any overlap warnings. YAML format — a list of rules. Flat form (conditions are AND-ed): - name: "Approve" salience: 10 conditions: - type: loan fi…

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Weekly downloads

195

Last commit

Oct 20, 2026 (9 days ago)

Last release

Oct 20, 2026 (8 days ago)

Last package publish

Oct 17, 2026 (11 days ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name

com.ai-rete-rag/ai-rete-rag-mcp

Version

0.11.0

Auth

Bearer token, API key

Packages

pypi ai-rete-rag-mcp

License

MIT

Repository

github.com/zaharajabeen13-create/ai-rete-rag-mcp

Website

ai-rete-rag.com

First seen

Oct 24, 2026

Last checked

Oct 25, 2026

Source

Official MCP Registrygithub-graphql