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Jitapi MCP Server

local only

Jitapi runs on your own machine — the client starts it, so there is no endpoint to ping. 47 installs a week from pypi. Last commit 15 Jun 2026.

Turn any OpenAPI spec into an executable agent interface using graphs and semantic search.

Installs per day peak 21 · avg 8 · -11% w/w
a month agotoday
47
Installs / week
pypi · jitapi
7
Stars
1 open issue
15 Jun 2026
Last commit
from GitHub
MIT
License
Python

What the code does

We read the source, 3 d ago · rules 995398eba69f

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

File ships in the package but is absent from the source [пакет] src/jitapi/execution/workflow_executor.py:1, [пакет] src/jitapi/retrieval/reranker.py:1
этот файл ставится пользователю, но в репозитории его нет

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Three servers free · no card

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add jitapi -e 'OPENAI_API_KEY=<OPENAI_API_KEY>' -- uvx jitapi
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "jitapi": {
      "command": "uvx",
      "args": [
        "jitapi"
      ],
      "env": {
        "OPENAI_API_KEY": "<OPENAI_API_KEY>"
      }
    }
  }
}
~/.codex/config.toml
[mcp_servers.jitapi]
command = "uvx"
args = ["jitapi"]
env = { OPENAI_API_KEY = "<OPENAI_API_KEY>" }
.cursor/mcp.json
{
  "mcpServers": {
    "jitapi": {
      "command": "uvx",
      "args": [
        "jitapi"
      ],
      "env": {
        "OPENAI_API_KEY": "<OPENAI_API_KEY>"
      }
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "jitapi": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "jitapi"
      ],
      "env": {
        "OPENAI_API_KEY": "<OPENAI_API_KEY>"
      }
    }
  }
}

Put your own value in place of <OPENAI_API_KEY> (OpenAI API key for embeddings and workflow planning). The author’s registry entry marks it as required.

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Turn OpenAPI services into tools an agent can call under your rules.

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Jitapi — questions

Answers built from our own checks of this server.

Why is there no uptime for Jitapi?
Jitapi runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package jitapi was installed 47 times last week.
How do I connect Jitapi?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls jitapi straight from pypi; nothing to host, nothing to sign up for.
How many people use Jitapi?
The pypi package jitapi was installed 47 times in the last week. Week over week that is -11%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Jitapi open source?
Yes — it is published under the MIT licence, written in Python, 7 stars on GitHub and 1 open issue. The source link is on this page, so you can read exactly what it does with your data before you connect it.