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.
We read the source, 3 d ago · rules 995398eba69f
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.
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.
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.
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.
claude mcp add jitapi -e 'OPENAI_API_KEY=<OPENAI_API_KEY>' -- uvx jitapi
{
"mcpServers": {
"jitapi": {
"command": "uvx",
"args": [
"jitapi"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>"
}
}
}
}
[mcp_servers.jitapi]
command = "uvx"
args = ["jitapi"]
env = { OPENAI_API_KEY = "<OPENAI_API_KEY>" }
{
"mcpServers": {
"jitapi": {
"command": "uvx",
"args": [
"jitapi"
],
"env": {
"OPENAI_API_KEY": "<OPENAI_API_KEY>"
}
}
}
}
{
"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.
Turn any OpenAPI/Swagger spec into an MCP server - every API operation becomes an agent tool.
MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.
Code intelligence for coding agents: semantic, AST, graph, and full-text search. 279+ languages.
Turn any OpenAPI/Swagger spec into MCP tools — each operation an SSRF-guarded tool.
An MCP server that validates content against MCP specification using semantic search and AI
Turn OpenAPI / Postman specs into runnable MCP servers, or serve any API as live MCP tools.
Read-only semantic filtering, code search, log triage and traceable evidence for AI agents.
Turn OpenAPI services into tools an agent can call under your rules.
Answers built from our own checks of this server.