# ai·rete·rag (slim)

> ai·rete·rag, an MCP server by ai-rete-rag.com, listed from the official MCP registry. Indexed, not reviewed: facts and our own checks, no score or ranking. Author rules from policy docs, then decide: a Rete engine gives the verdict, an LLM explains why.

- Full: https://www.anchorterminal.com/tools/ai-rete-rag-mcp.md (~1,250 tokens) · this version ~1,180 tokens · JSON https://www.anchorterminal.com/tools/ai-rete-rag-mcp.json · canonical https://www.anchorterminal.com/tools/ai-rete-rag-mcp
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-04

# ai·rete·rag

> Indexed, not reviewed: facts from the official MCP registry and our own checks. No score, grade or rank, and not in the rankings until the panel reviews it. How the index works: https://www.anchorterminal.com/indexed/

- Kind: MCP server, by ai-rete-rag.com (https://ai-rete-rag.com)
- Category: Model APIs & inference (https://www.anchorterminal.com/categories/inference.md)
- Listed because: It's published in the registry under ai-rete-rag.com, a namespace the registry only gives to whoever proves they control that domain.
- What the official MCP registry says: Author rules from policy docs, then decide: a Rete engine gives the verdict, an LLM explains why.

## Facts

- MCP registry: `com.ai-rete-rag/ai-rete-rag-mcp` 0.9.0
- Endpoint: https://ai-rete-rag.com/mcp (streamable HTTP)
- Package: pypi `ai-rete-rag-mcp` (stdio)
- Source: https://github.com/zaharajabeen13-create/ai-rete-rag-mcp
- Website: https://ai-rete-rag.com
- PyPI downloads a week: 160
- GitHub stars: 0
- Registry entry updated: 2026-10-03

## Tools

- Tools it lists (9, about 3,359 tokens of context, `tools/list` without credentials over MCP 2025-11-25, checked 2026-10-04 22:21 UTC):
  - `decide` (writes): 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…
  - `list_rules` (read-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`…
  - `get_parameters` (read-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…
  - `ingest_text` (writes): 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.…
  - `list_documents` (read-only): List the documents ingested into a domain's knowledge base.
  - `get_rule_source` (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…
  - `put_rules` (writes): 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).…
  - `import_policy_rules` (read-only): Convert a written policy document into DRAFT decision rules (LLM-assisted). Returns validated draft rules (when/action, including chained asserts where the…
  - `get_usage` (read-only): Show this account's decision usage, plan, and remaining monthly quota.
- How its tools read to an agent (0 errors, 7 warnings, 5 notes, about 3,359 tokens; rules at https://www.anchorterminal.com/check.md; not part of the score):
  - warn TC07 decide: the description is about 651 tokens
  - warn TC07 put_rules: the description is about 707 tokens
  - warn TC11 get_parameters: its one parameter, domain, has no description
  - warn TC11 get_rule_source: its one parameter, domain, has no description
  - warn TC11 list_documents: its one parameter, domain, has no description
  - warn TC11 list_rules: its one parameter, domain, has no description
  - warn TC18 import_policy_rules: readOnlyHint is true but the name says "import"
  - note TC11 decide: parameters are documented in the description but not in the schema: domain, extract_from_retrieval, fact_sources, facts, filter_retrieval_with_rules, query and 2 more
  - note TC11 import_policy_rules: parameters are documented in the description but not in the schema: domain, policy_text
  - note TC11 ingest_text: parameters are documented in the description but not in the schema: domain, source, text
  - note TC11 put_rules: parameters are documented in the description but not in the schema: domain, dry_run, rules_yaml
  - note TC29 server: about 289 tokens (8% of the definitions) are titles that repeat property or function names

- JSON: https://www.anchorterminal.com/api/v1/tools/ai-rete-rag-mcp.json
- Being indexed says nothing about quality, and nobody can pay for it. Ask for a review: https://www.anchorterminal.com/builders/#claiming