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C
Emerging
74/100
4 days ago

DatosVivos

Panorama nacional de datos abiertos para tomadores de decisiones + agente ciudadano NL2SQL verificado sobre +25.000 datasets de datos.gov.co (Next.js + FastAPI + ChromaDB + Claude Haiku). Concurso Datos al Ecosistema 2026, Reto 7 — ANI

→ jsricop/DatosVivos· 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

jsricop

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: ANTHROPIC_API_KEY, SOCRATA_APP_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.
configAPI_BASE_URL
configPBI_EMBED_HEIGHT
configPBI_EMBED_URL
configPBI_REPORT_HEIGHT
configPBI_REPORT_WIDTH
configPLAYWRIGHT_BASE_URL
configQUERY_MAX_REPAIRS
configQUERY_REFUSE_UNVERIFIED
configCSV_CACHE_DIR
configDASHBOARD_DEMO_FALLBACK
configOLLAMA_HOST
configOLLAMA_MODEL
configANTHROPIC_MODEL
🔐 secretANTHROPIC_API_KEY
configLLM_BACKENDBackend LLM conectable: producción con la API de Claude (Haiku) desde 2026-07-11 — interpretación NL en ~1.5 s (antes 31-45 s con modelo local); =ollama queda para réplicas sin API key.
configDATABASE_POOL_MAX
configVECTOR_MIN_SCORE
configINDEX_PATH
configEVAL_BASE_URL
configETL_RATE_LIMIT
configETL_DISCOVERY_PAGE
configETL_BATCH_PAUSE_MS
configETL_SODA_COUNT_TIMEOUT
configLAKE_DIR
configFARM_DATASET_CAP_GB
configFARM_WALL_SECONDS
🔐 secretSOCRATA_APP_TOKEN
configOLLAMA_MODEL_FAST
configTELEMETRY_CSV_PATH
configCHIPS_RERANK_MIN_SCORE
configPANORAMA_TTL_SECONDS
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployNEXT_PUBLIC_GOOGLE_SITE_VERIFICATION
deployNEXT_PUBLIC_SITE_URL
deployDATABASE_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

4/4 tools missing one or more hints — cross_datasets (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_metadata (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); query_data (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.

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 2 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/jsricop-datosvivos-k0t7px)](https://m8ven.ai/mcp/jsricop-datosvivos-k0t7px)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: d45a8f6854176d667baa5ea2500ef9e3b47ec5be
code hash: 11ee1a280c0ddcf6fccf4b4051a1858b6065cc922bedd8287da64a31ab987c91
verified: 8/17/2026, 2:00:20 AM
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