RecoSearch (recohut/recosearch) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it: we have no way to read this server ourselves. No publisher has claimed this listing.

Back to MCP Trust Indexm8ven
C
Limited view
71/100
2 months ago

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

Limited view. Automated analysis covers part of this stack. Findings reflect what we verified. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

Limited view: static analysis for this stack is partially covered.

How we verified

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Who stands behind it

recohut

Source: 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.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configRECOSEARCH_ROLERBAC role applied to all requests (admin, analyst, viewer). Opt-in: governance is off when unset.
configRECOSEARCH_EXPERIMENTALoff Enables the experimental L4/L5 decision/calibration tools
configRECOSEARCH_CONTRACT_ENFORCEMENTwarn strict aborts startup on invalid/stale contract
configRECOSEARCH_TRACING_ENABLEDfalse Export MCP tool spans to Phoenix (needs the observability extra)
configPHOENIX_COLLECTOR_ENDPOINT
configPHOENIX_PROJECT_NAME
configRECOSEARCH_SEMANTIC_DIRexport =examples/novashop-duckdb
configRECOSEARCH_EMBEDDING_MODEL
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

19/19 tools missing one or more hints — depth_metric_query (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); depth_list_metrics (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); depth_describe_metric (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +16 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Tool handlers catch errors

Only 0/19 tool handlers wrap calls in try/catch (0%)

Wrap each tool handler body in try/catch and return a structured error response.

Tests exist

No test files found

Add tests that exercise each declared tool.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// 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)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 177c005c1d006a04cedc06419a284b70a5ad71e3
code hash: 14133b45faaee79df9a072545113acd1b3094c09c5d9f6e47f7d50dd110a4564
verified: 6/29/2026, 11:24:27 AM
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