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Mifactory Spec Api

mifactory-bot/mifactory-spec-api

This is a paid service that converts documentation into structured specifications with explicit criteria and constraints, formatted for AI agents to consume. At $0.10 per conversion, it's designed to bridge the gap between human-readable docs and machine-actionable requirements. The GitHub repo is minimal with just a few commits and no detailed documentation about the conversion API or what format the output specs take. You'd reach for this when you need to programmatically transform loose documentation into constrained specification formats, though you'll want to test the conversion quality and output schema before committing to it in production workflows.

tools
2
transport
HTTP
last updated
Apr 11, 2026
View on GitHub

Install

From registry metadata
$ npx add-mcp https://spec-api-mcp.vercel.app/mcp --name mifactory-spec-api

Run in your terminal. add-mcp asks which agents to add it to (Claude Code, Codex, Cursor and more). Add -g to install it for every project.

Review the command, arguments and environment values before installing. MCP servers run with your local permissions.

Other ways

Claude Code

$ claude mcp add --transport http mifactory-spec-api https://spec-api-mcp.vercel.app/mcp

Run in your terminal. Add --scope user to make it available in every project.

Tools

Verified live · 2 tools

Verified live against the running server on Nov 6, 2026.

spec_convertConvert document to agent-readable spec1 params

Convert document to agent-readable spec

Parameters* required
documentText*string
spec_validateValidate a spec1 params

Validate a spec

Parameters* required
spec*object

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Readme

Details

Repository
github.com/mifactory-bot/mifactory-spec-api
Category
AI & LLM Tools
Transport
HTTP
Registry
MCP registry, active
Tools verified
Nov 6, 2026

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