CompletionKit

completionkit.com
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Prompt evals over MCP: run a prompt on your dataset, score each output 1-5 with an LLM judge.

Description

Change your AI with confidence, not crossed fingers. · Prompt evaluation for AI apps. Run prompts against real inputs, score outputs 1-5 with an LLM judge, ship only what improved. Free on Cloud, or self-host. · You changed the prompt. It feels better. You need to know. · Four moves. Then you have evidence. · Point your coding agent at CompletionKit. Walk away. · What you actually get, line by line.

Installation

Not sure where to start — ask an assistant to walk you through:

Specs

Type MCP server
SectionMCP servers
Pricing free
Platform Command line
Systems cli, api
Hostingcloud
Installmcp
Protocolsmcp
Site languageen
GitHubhomemade-software-inc/completion-kit
Launched2026-07-18

Can do

agents api summarization vision self-hosted

Integrations

claude GitHub openai anthropic azure postgres ollama

Platforms

api cli

Protocols

mcp

Tags

agents api vision summarization self-hosted

Social

GitHub

Source code

homemade-software-inc/completion-kit

Found in sources

mcp-registry

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