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C
Emerging
74/100
8 days ago

MCP-Ambari-API

→ call518/MCP-Ambari-API· listed on modelscope

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

Code Verified⚡ Live Monitored: not connected

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Who stands behind it

call518

Source: modelscope

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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// 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.
🔐
You'll be asked for 2 credentials: REMOTE_SECRET_KEY, AMBARI_PASS
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_LOG_LEVELServer logging verbosity (DEBUG, INFO, WARNING, ERROR) INFO INFO
configFASTMCP_TYPEMCP transport protocol (stdio for CLI, streamable-http for web) stdio streamable-http
configFASTMCP_HOSTHTTP server bind address (0.0.0.0 for all interfaces) 127.0.0.1 0.0.0.0
configFASTMCP_PORTHTTP server port for MCP communication 8000 8000
configREMOTE_AUTH_ENABLEEnable Bearer token authentication for streamable-http mode<br/>Default: false (if undefined, empty, or null) false false
🔐 secretREMOTE_SECRET_KEYyour-secure-secret-key-here
configAMBARI_HOSThost.docker.internal
configAMBARI_PORTAmbari server port number 8080 8080
configAMBARI_USERUsername for Ambari server authentication admin admin
🔐 secretAMBARI_PASSPassword for Ambari server authentication admin admin
configAMBARI_CLUSTER_NAMETEST-AMBARI
configAMBARI_METRICS_HOSThost.docker.internal
configAMBARI_METRICS_PORT
configAMBARI_METRICS_COLLECTOR_PORT
configAMBARI_METRICS_PROTOCOL
configAMBARI_METRICS_TIMEOUT
configAMBARI_METRICS_METADATA_TTL
// 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

59/59 tools missing one or more hints — dump_configurations (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); dump_configurations (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_cluster_info (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +56 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.

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 3 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/call518-mcp-ambari-api-rjcpln)](https://m8ven.ai/mcp/call518-mcp-ambari-api-rjcpln)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 38d92ab6ef29e6de54cee1229042e6f191232067
code hash: 2eb8663cfa3c6b66f08147aa442948a37f9a60e020f7ccf93736482ec1122453
verified: 8/13/2026, 10:28:58 PM
view raw JSON →
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