RecoSearch

A deterministic MCP server that governs read-only queries across multiple data sources, returning answers with full provenance (every row cited) or a typed refusal, ensuring LLM answers are traceable and contract-enforced.

→ recohut/recosearch · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configRECOSEARCH_ROLE— RBAC role applied to all requests (admin, analyst, viewer). Opt-in: governance is off when unset.

configRECOSEARCH_EXPERIMENTAL— off Enables the experimental L4/L5 decision/calibration tools

configRECOSEARCH_CONTRACT_ENFORCEMENT— warn strict aborts startup on invalid/stale contract

configRECOSEARCH_TRACING_ENABLED— false Export MCP tool spans to Phoenix (needs the observability extra)

configPHOENIX_COLLECTOR_ENDPOINT

configPHOENIX_PROJECT_NAME

configRECOSEARCH_SEMANTIC_DIR— export =examples/novashop-duckdb

configRECOSEARCH_EMBEDDING_MODEL

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 4 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/recohut-recosearch-1r0dcn)](https://m8ven.ai/mcp/recohut-recosearch-1r0dcn)

commit: 177c005c1d006a04cedc06419a284b70a5ad71e3

code hash: 14133b45faaee79df9a072545113acd1b3094c09c5d9f6e47f7d50dd110a4564

verified: 6/29/2026, 11:24:27 AM

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