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C
Limited view
67/100
16 days ago

iris-bi-agent

Enables verifiable business intelligence over federated data sources, supporting semantic queries, drill-down to source rows, and raw SQL with explicit verification status.

→ Fikerdeep/iris-bi-agent· 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 Python is partially covered.

How we verified

Code Verified⚡ Live Monitored: not connected

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Who stands behind it

Fikerdeep

Source: Glama

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →

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Install from

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.
🔐
You'll be asked for 4 credentials: PG_PASSWORD, ANTHROPIC_API_KEY, claude_key, CLAUDE_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// 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.
configMCP_HOST
configMCP_PORT
configAPI_PORT
configPG_HOST
configPG_PORT
configPG_USER
🔐 secretPG_PASSWORD
configMONGO_TIMEOUT_MS
configIRIS_PLANNER_MODEL
configIRIS_NARRATOR_MODEL
🔐 secretANTHROPIC_API_KEYcp .env.example .env # set
🔐 secretclaude_key
🔐 secretCLAUDE_KEY
configIRIS_TRIP_MONTHS
configIRIS_WEATHER_FROM
configIRIS_ALLOW_IPV6
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployNEXT_PUBLIC_API_URL
deployMONGO_URI
// 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

4/4 tools missing one or more hints — describe_semantic_model (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); query_semantic (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); drill_down (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +1 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 inputs are validated

3/4 tool handlers declare input schemas (75%)

Declare an inputSchema with zod/joi/yup on every tool definition.

Tool handlers catch errors

3/4 tool handlers wrap calls in try/catch (75%)

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

License file

No license file

Add a LICENSE file (MIT, Apache-2.0, etc.).

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 6 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/fikerdeep-iris-bi-agent-5cgczo)](https://m8ven.ai/mcp/fikerdeep-iris-bi-agent-5cgczo)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 7a532d1f35524324daf4a439201da2e7b87a1f6a
code hash: eff2cb03871874cdcf15e750952ff2ea57f7a3f6df4f4a51c34ff342105cda48
verified: 8/4/2026, 8:57:03 AM
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