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C
Emerging
74/100
7 days ago

gradient-adk-templates

Contains example agents for Gradient ADK.

→ digitalocean/gradient-adk-templates· listed on github_code

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

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

digitalocean

Source: github_code

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

GitHub

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// key findings
🚨
Secret credentials may flow to a network call
1 flow detected: SERPER_API_KEY. We can’t prove the destination matches the brand the credential belongs to.
🔐
You'll be asked for 6 credentials: TAVILY_API_KEY, DIGITALOCEAN_INFERENCE_KEY, DIGITALOCEAN_API_TOKEN, SNOWFLAKE_PASSWORD, DB_PASSWORD, SERPER_API_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.
🔐 secretTAVILY_API_KEY
🔐 secretDIGITALOCEAN_INFERENCE_KEYyour_inference_key
🔐 secretDIGITALOCEAN_API_TOKENexport =your_token # On Windows: set DIGITALOCEAN_API_TOKEN=your_token
configDIGITALOCEAN_KB_ID
configSNOWFLAKE_ACCOUNT
configSNOWFLAKE_USER
configSNOWFLAKE_WAREHOUSE
configSNOWFLAKE_DATABASE
configSNOWFLAKE_SCHEMA
configSNOWFLAKE_ROLE
🔐 secretSNOWFLAKE_PASSWORD
configDB_TYPE
configDB_HOST
configDB_PORT
configDB_NAME
configDB_USER
🔐 secretDB_PASSWORD
configDB_SSL_MODE
🔐 secretSERPER_API_KEYyour_serper_key
configFUNCTION_URL
// 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

20/20 tools missing one or more hints — query_digitalocean_kb (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); web_search (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); list_dbt_models (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +17 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

12/20 tool handlers wrap calls in try/catch (60%)

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.

Shell command execution

1 child_process/subprocess call in production code — runs shell commands (DataScience/agents/data_analyst.py:187)

Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.

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 5 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/digitalocean-gradient-adk-templates-urdv10)](https://m8ven.ai/mcp/digitalocean-gradient-adk-templates-urdv10)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 825656a3f7725ac01061f5777cbc33d767c24a41
code hash: 7f0566d1af6ea8b9a99ccb65602cfb154068f7994d2bafc4d2b3d41f8395d05a
verified: 8/12/2026, 7:57:16 AM
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