SERVER

Prompt Lab MCP Server

Rank #142,965

glama/jurek-f/prompt-lab-mcp

Enables prompt optimization loops and regression test suites for Claude Code, with a companion web UI for real-time visualization of scores and prompt revisions.

Versions unknown
by jurek-f (1 servers)View repository ↗
First listed
Jun 14, 2026
Last publish date
—
PURPOSE

What you can do with Prompt Lab MCP Server

Prompt Lab MCP Server is a Model Context Protocol (MCP) server published by jurek-f. It ranks #142,965 of 176,402 active servers on MCP Toplist. Prompt Lab MCP Server is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on Jun 14, 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 Prompt Lab MCP Server 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 Prompt Lab MCP Server

DeclaredAPI keyCredentials declared

The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.

Declared by Glama, last synced Nov 14, 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 Prompt Lab MCP Server 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.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Jun 14, 2026
Version history
Unavailable — no registry exposes versions and no release tags were found
Requirements evidence
Declared by Glama, last synced Nov 14, 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 14, 2026
Registry sightings
  • Glama ↗listed since Jun 14, 2026 · still listed

Do you maintain Prompt Lab MCP Server? to show as its verified maintainer and add your own summary, sign-in details and links. The rest of this page is read from the registry listings and from MCP Toplist's own connection check.

VERSIONS

Version information unavailable

The registry that lists this server does not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.

STANDING
#142,965of 176,402 active servers

Ranks ahead of 33,437 of 176,402 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: #142,965 of 176,402
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<a href="https://mcptoplist.com/server/glama%2Fjurek-f%2Fprompt-lab-mcp"><img src="https://mcptoplist.com/badge/glama%2Fjurek-f%2Fprompt-lab-mcp.svg" alt="MCP Toplist: #142,965 of 176,402" /></a>

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FAQ

Frequently asked questions

Who maintains Prompt Lab MCP Server?
Prompt Lab MCP Server is maintained by jurek-f, which publishes 1 MCP server tracked on MCP Toplist.
Is Prompt Lab MCP Server listed on the Official MCP Registry?
Prompt Lab MCP Server is not on the Official MCP Registry. It is listed on Glama.
How many versions does Prompt Lab MCP Server have?
Version information is unavailable for Prompt Lab MCP Server: no registry that lists it exposes version metadata, and no release tags were found on its repository.
Where can I find the source code for Prompt Lab MCP Server?
The source code for Prompt Lab MCP Server is hosted at github.com/jurek-f/prompt-lab-mcp.
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