SERVER

MetroAI — KOLAS Compliance OS

Rank #37,797

glama/kyb8801/metroai

Measurement uncertainty MCP server for ISO/IEC 17025 and KOLAS-accredited laboratories. GUM/MCM/QMC engine + 9 calibration templates (TEM/SEM-EDS/AFM/OCD nano-metrology) + reverse_uncertainty (novel within prior-art search) + Ed25519 audit signatures + W3C PROV-O provenance. v0.6.0, 36 passing tests on Python 3.10–3.12.

3 release tags
1 GitHub stars
by kyb8801 (2 servers)View repository ↗
First listed
May 12, 2026
Last publish date
Jul 10, 2026
PURPOSE

What you can do with MetroAI — KOLAS Compliance OS

MetroAI — KOLAS Compliance OS is a Model Context Protocol (MCP) server published by kyb8801. It ranks #37,797 of 168,415 active servers on MCP Toplist, and its repository has 1 GitHub stars. MetroAI — KOLAS Compliance OS is listed on Glama, with 3 release tags tracked from its GitHub repository. It was first listed on May 12, 2026 and most recently updated on Jul 10, 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 MetroAI — KOLAS Compliance OS 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 MetroAI — KOLAS Compliance OS

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 Nov 4, 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 MetroAI — KOLAS Compliance OS and confirm it works

Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.

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 kyb8801
View all kyb8801 servers →

No task-specific alternatives are catalogued for MetroAI — KOLAS Compliance OSyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
May 12, 2026
Latest release tag
Jul 10, 2026
Version history
3 release tags tracked (below)
Requirements evidence
Declared by Glama, last synced Nov 4, 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
Nov 4, 2026
Registry sightings
  • Glama ↗listed since May 18, 2026 · still listed

Do you maintain MetroAI — KOLAS Compliance OS? to correct or enrich this profile.

VERSIONS

GitHub releases (3)

No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.

v0.6.0 · May 12, 2026v0.7.0 · May 22, 2026v0.8.0 · Jul 10, 2026May 12, 2026Jul 10, 2026
VersionPublished
v0.8.0Jul 10, 2026
v0.7.0May 22, 2026
v0.6.0May 12, 2026
STANDING
#37,797of 168,415 active serversTop 25%

Ranks ahead of 130,618 of 168,415 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 25% of 168,415
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FAQ

Frequently asked questions

Who maintains MetroAI — KOLAS Compliance OS?
MetroAI — KOLAS Compliance OS is maintained by kyb8801, which publishes 2 MCP servers (4 total versions) tracked on MCP Toplist.
Is MetroAI — KOLAS Compliance OS listed on the Official MCP Registry?
MetroAI — KOLAS Compliance OS is not on the Official MCP Registry. It is listed on Glama.
How many versions does MetroAI — KOLAS Compliance OS have?
No registry surfaces explicit version metadata for MetroAI — KOLAS Compliance OS; MCP Toplist tracks 3 release tags from its GitHub repository, most recently published on Jul 10, 2026.
Where can I find the source code for MetroAI — KOLAS Compliance OS?
The source code for MetroAI — KOLAS Compliance OS is hosted at github.com/kyb8801/metroai.
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