SERVER

GroundLens

Rank #4,245

io.github.groundlens-dev/groundlens

Guardrails for LLM answers: exact checks against sources, PASS/REVIEW/FAIL, signed records.

6 versions
7 GitHub stars
by groundlens-dev (2 servers)View repository ↗
First listed
Aug 6, 2026
Last publish date
Oct 16, 2026
PURPOSE

What you can do with GroundLens

GroundLens is a Model Context Protocol (MCP) server published by groundlens-dev. It ranks #4,245 of 162,973 active servers on MCP Toplist, and its repository has 7 GitHub stars. GroundLens is listed across 2 registries — Official MCP and Glama, with 6 tracked versions. It was first listed on Aug 6, 2026 and most recently updated on Oct 16, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What GroundLens can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using GroundLens

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Oct 29, 2026. Not independently verified by MCP Toplist.

No runtime, credential or payment requirements are recorded for this server beyond the declaration above.

INSTALLATION AND FIRST TASK

Connect GroundLens and confirm it works

Python package (PyPI)
claude mcp add groundlens -- uvx --from "groundlens[mcp]" groundlens mcp
First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by groundlens-dev
View all groundlens-dev servers →

No task-specific alternatives are catalogued for GroundLensyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Aug 6, 2026
Latest version published
Oct 16, 2026
Version history
6 versions tracked (below)
Requirements evidence
Declared by Glama, last synced Oct 29, 2026. Not independently verified by MCP Toplist.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Oct 29, 2026
Registry sightings

Do you maintain GroundLens? to correct or enrich this profile.

VERSIONS

Available versions (6)

5.2.0 · Sep 21, 20265.3.0 · Oct 15, 20266.0.1 · Oct 15, 20266.0.3 · Oct 15, 20266.0.4 · Oct 15, 20266.0.5 · Oct 16, 2026Sep 21, 2026Oct 16, 2026
VersionPublished
6.0.5Oct 16, 2026
6.0.4Oct 15, 2026
6.0.3Oct 15, 2026
6.0.1Oct 15, 2026
5.3.0Oct 15, 2026
5.2.0Sep 21, 2026
STANDING
#4,245of 162,973 active serversTop 5%

Ranks ahead of 158,728 of 162,973 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 5% of 162,973
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/io.github.groundlens-dev%2Fgroundlens.svg)](https://mcptoplist.com/server/io.github.groundlens-dev%2Fgroundlens)
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<a href="https://mcptoplist.com/server/io.github.groundlens-dev%2Fgroundlens"><img src="https://mcptoplist.com/badge/io.github.groundlens-dev%2Fgroundlens.svg" alt="MCP Toplist: Top 5% of 162,973" /></a>

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FAQ

Frequently asked questions

Who maintains GroundLens?
GroundLens is maintained by groundlens-dev, which publishes 2 MCP servers (16 total versions) tracked on MCP Toplist.
Is GroundLens listed on the Official MCP Registry?
Yes — GroundLens is listed on the Official MCP Registry, alongside Glama.
How many versions does GroundLens have?
MCP Toplist tracks 6 versions of GroundLens, most recently published on Oct 16, 2026.
Where can I find the source code for GroundLens?
The source code for GroundLens is hosted at github.com/groundlens-dev/groundlens.
Used in projects

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