devlogs (dandriscoll/devlogs) 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
Emerging
74/100
17 days ago

devlogs

Let your AI coding agent read your app's logs and debug them for you — Python logging to OpenSearch, served over MCP.

→ dandriscoll/devlogs· 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

dandriscoll

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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// 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: LOKI_ADMIN_TOKEN, JENKINS_TOKEN
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.
configDEVLOGS_APPLICATION
configDEVLOGS_AREA
configDEVLOGS_COMPONENT
configDEVLOGS_ENVIRONMENT
configDEVLOGS_INDEXIndex & retention: , DEVLOGS_RETENTION_DEBUG / _INFO / _WARNING (e.g. 24h, 7d).
configDEVLOGS_URL2. Create a .env.devlogs file in the project root with a single variable (devlogs auto-discovers this file). Use the opensearchs:// scheme for TLS or opensearch:// for non-TLS:
configDEVLOGS_VERSION
configDOTENV_PATH
configLOKI_URL
configCOLLECTOR_URL
configGRAFANA_URL
🔐 secretLOKI_ADMIN_TOKEN
configDEVLOGS_OPENSEARCH_URL
configDEVLOGS_OPENSEARCH_HOSTIndividual vars: / _PORT / _USER / _PASS, plus DEVLOGS_OPENSEARCH_VERIFY_CERTS, DEVLOGS_OPENSEARCH_CA_CERT.
configBUILD_VERSION
configDEVLOGS_WRAPPER_NO_VENV
configBUILD_URL
configJOB_NAME
configBUILD_NUMBER
configBUILD_TAG
configBRANCH_NAME
configGIT_COMMIT
configJENKINS_USER
🔐 secretJENKINS_TOKEN
configWORKSPACE
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployPORT
// 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

16/16 tools missing one or more hints — handle_call_tool (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); search_logs (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); tail_logs (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +13 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.

Shell command execution

1 child_process/subprocess call in production code — runs shell commands (src/devlogs/wrapper.py:20)

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 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/dandriscoll-devlogs-acs0yj)](https://m8ven.ai/mcp/dandriscoll-devlogs-acs0yj)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 58395d1d11cfad9bc1e9ac7d1265ffe6ddbd5429
code hash: b99582be3ff4bf55935cfefe79d4321ccf39dbf0fc426162d8f53c1ce27e5b49
verified: 8/12/2026, 7:50:21 AM
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