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  3. Ai·rete·rag
Ai·rete·rag logo
Health: ActiveRecent health check succeeded.Last checked 8/10/2026, 11:16:14 PM

Ai·rete·rag

Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time — check back soon.
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Author rules from policy docs, then decide: a Rete engine gives the verdict, an LLM explains why.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

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Not yet automatically verified

We haven't yet run this listing's install command through our automated sandbox check. This isn't a red flag — we're steadily working through the catalog.

Manual Client & Custom JSON ConfigExpand JSON ▾

Install Config Generator

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claude_desktop_config.json
{
  "mcpServers": {
    "ai-rete-rag-2": {
      "command": "uvx",
      "args": [
        "ai-rete-rag-mcp"
      ]
    }
  }
}

💡 Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)

Install Directory Badge Claim listing Alternatives🧠 More in Knowledge & Memory

Documentation Overview

ai·rete·rag MCP Server

Use ai·rete·rag — deterministic rule-based decisions with RAG-powered explanations — from Claude Code, Claude Desktop, or any MCP client.

The verdict always comes from the Rete rule engine (auditable, reproducible); the LLM only explains why, grounded in your ingested policy documents.

Tools

ToolWhat it does
decideMake a decision in a domain — structured facts and/or free text, with optional Pattern 01 (rules scope retrieval) and Pattern 02 (retrieval into working memory)
list_rulesInspect a domain's rules — conditions, verdicts, salience, overlaps
get_rule_sourceFetch a domain's rule set as editable YAML
import_policy_rulesTurn a written policy document into draft rules, each citing the sentence it encodes (nothing is saved — review, then put_rules)
put_rulesCreate or replace a domain's rule set from YAML (dry_run to validate)
ingest_textAdd policy text to a domain's knowledge base
list_documentsBrowse a domain's ingested documents
get_usageCheck your plan and remaining monthly decision quota

Install

No install needed with uv — uvx ai-rete-rag-mcp fetches and runs the server on demand (see the config snippets below).

Alternatively, install it as a package:

Terminal
pip install ai-rete-rag-mcp         # from PyPI
pip install .                       # or from source, in this repo

Configure

First create an API key: sign in at ai-rete-rag.com, open Settings → API Keys, and create a key (ik_... — shown once).

Claude Code

Terminal
claude mcp add ai-rete-rag -e AI_RETE_RAG_API_KEY=ik_your-key-here -- uvx ai-rete-rag-mcp

(If you installed via pip, use -- ai-rete-rag-mcp instead of -- uvx ai-rete-rag-mcp.)

Claude Desktop / other clients (JSON)

config.json
{
  "mcpServers": {
    "ai-rete-rag": {
      "command": "uvx",
      "args": ["ai-rete-rag-mcp"],
      "env": {
        "AI_RETE_RAG_API_KEY": "ik_your-key-here"
      }
    }
  }
}

(With a pip install, set "command": "ai-rete-rag-mcp" and drop "args".)

Environment variables:

VariableDefaultPurpose
AI_RETE_RAG_API_KEY(none)Your API key — authenticates calls and ties them to your plan quota
AI_RETE_RAG_API_URLhttps://ai-rete-rag.comAPI base URL — point at http://localhost:8000 for local dev

Without a key you can still explore the shared demo domains (loan, fraud, clinical, …) subject to free-tier limits.

Example

"Use ai·rete·rag to decide whether this loan application should be approved: credit score 645, annual income $52k, requested amount $30k."

Claude calls decide(domain="loan", facts={...}) and returns the rule-derived verdict plus a plain-English explanation citing the underwriting policy.

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Frequently Asked Questions about Ai·rete·rag

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "ai-rete-rag": { "command": "npx", "args": ["-y", "ai·rete·rag"] } }

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Technical Specs & Signals

Category🧠Knowledge & Memory
More technical detailsExpand ▾
TransportSTDIO
RuntimePython
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36Quality signal: Fair · 36/100How this signal is calculated ▾
Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20
Documentation & tools16/30
Adoption & activity1/15
Community engagement0/10

A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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