SERVER

mcp-prompt-lab

Rank #57087

glama/nikolasbarwicki/mcp-prompt-lab

A local MCP server for prompt evaluation, enabling users to define test cases, run prompts against multiple LLM providers, score outputs with deterministic and LLM-graded assertions, and track quality over time, all within an AI coding environment.

First listed
May 30, 2026
Last publish date
OVERVIEW

mcp-prompt-lab is a Model Context Protocol (MCP) server published by nikolasbarwicki. It ranks #57087 of 58,832 servers tracked on MCP Toplist. mcp-prompt-lab is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on May 30, 2026.

STANDING
#57,087of 58,832 tracked servers

Ranks ahead of 1,745 of 58,832 servers on MCP Toplist.

CONNECT

Use mcp-prompt-lab

mcp-prompt-lab doesn’t publish a machine-readable install config. Follow the setup instructions in its repository ↗, or open one of its registry listings above.

REGISTRIES

Listed on 1 registry

ORGANIZATION

nikolasbarwicki

Organization
Total servers
1
Total versions
0
VERSIONS

Not versioned

This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.

FAQ

Frequently asked questions

What is mcp-prompt-lab?
A local MCP server for prompt evaluation, enabling users to define test cases, run prompts against multiple LLM providers, score outputs with deterministic and LLM-graded assertions, and track quality over time, all within an AI coding environment.
Who maintains mcp-prompt-lab?
mcp-prompt-lab is maintained by nikolasbarwicki, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
Is mcp-prompt-lab an official MCP server?
mcp-prompt-lab is not on the Official MCP Registry. It is listed on Glama.
How many versions does mcp-prompt-lab have?
mcp-prompt-lab ships as a single rolling release with no explicit version metadata.
Where can I find the source code for mcp-prompt-lab?
The source code for mcp-prompt-lab is hosted at github.com/nikolasbarwicki/mcp-prompt-lab.
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