geolens (geolens-io/geolens) is an MCP server listed on the M8ven Trust Index. It scores 89 out of 100, grade B. It declares 6 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
B
Emerging
89/100
8 days ago

geolens

Self-hosted geospatial data catalog with semantic search (pgvector), OGC/STAC APIs, and map builder. Built on FastAPI, PostGIS, React, and MapLibre.

→ geolens-io/geolens· listed on glama

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

geolens-io

Source: Glama · also listed on github_code

Is this your MCP?

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Install from

GlamaGitHub

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// key findings
🚨
Secret credentials may flow to a network call
1 flow detected: GEOLENS_ADMIN_PASSWORD. We can’t prove the destination matches the brand the credential belongs to.
🔐
You'll be asked for 4 credentials: GEOLENS_API_KEY, GEOLENS_TOKEN, POSTGRES_PASSWORD, GEOLENS_LICENSE_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.
configE2E_ALLOW_WORKTREE
configE2E_BASE_URL
configGEOLENS_BUILD_SHA
configGEOLENS_INSTANCE
🔐 secretGEOLENS_API_KEY
🔐 secretGEOLENS_TOKEN
configPOSTGRES_HOST
configPOSTGRES_PORT
configPOSTGRES_USER
🔐 secretPOSTGRES_PASSWORD
configPOSTGRES_DB
configGEOLENS_EDITION
configGEOLENS_TENANCY_MODE
configNO_COLOR
configEMBEDDING_DIMS
configENV_ONLY_CONFIG
configGEOLENS_LICENSE_ENFORCE
🔐 secretGEOLENS_LICENSE_KEY
configGEOLENS_LICENSE_FILE
configGEOLENS_LICENSE_AUDIENCE
// 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

6/6 tools missing one or more hints — search_datasets (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_dataset_schema (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_features (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +3 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/geolens-io/geolens)](https://m8ven.ai/mcp/geolens-io/geolens)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 3faf50e2056d400303e9ce0fd82848b47759e784
code hash: 2d981e21b5c9790cec2ebbf05e8ac327ee8672a415dd5d53256a43fb0ea248a2
verified: 9/2/2026, 7:07:39 PM
view raw JSON →
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