Jitapi
About
Point Claude at any API. JitAPI figures out which endpoints to call and in what order — automatically. Register any OpenAPI spec, search endpoints in plain English, and orchestrate multi-step workflows across multiple APIs. No API keys required — works out of the box with local e
Details
- Author
- nk3750
- Downloads
- 308
- Categories
- Other, API
Jump to
- Zero-config: no API keys required for local embeddings
- Multi-API orchestration: register and query across multiple APIs
- Automatic dependency graph resolution for endpoint chains
- Semantic search in natural language instead of exact paths
- Pluggable embeddings: local, Voyage AI, OpenAI, or Cohere
Setting up with Highlight
This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:
- Download and install Highlight from highlightai.com/download
- Navigate to the plugins tab and select "Add Custom Plugin"
-
Configure the plugin with the settings below
Plugin Name
JitapiCommand (node, npx, python, etc.)Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
- Enable "Start Automatically" if you want the plugin to start when Highlight launches
From the repository
Install via pip (pip install jitapi) and add the server configuration to your MCP client with command: "uvx" and args: ["jitapi"]. Then register any OpenAPI spec URL, search endpoints in plain English, and Claude chains the right API calls automatically.
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"jitapi": {
"jitapi": {
"command": "uvx",
"args": [
"jitapi"
]
}
}
}
}McpServers
{
"jitapi": {
"command": "uvx",
"args": [
"jitapi"
]
}
}What is JitAPI?
JitAPI is an MCP server that lets Claude interact with any API from its OpenAPI spec. Instead of dumping hundreds of endpoints into context, it uses semantic search and a dependency graph to surface only what's needed. ## The Problem Stripe has 300+ endpoints. GitHub has 800+. Loading a full API spec into Claude's context wastes tokens and causes hallucinations. Writing a custom MCP server for every API doesn't scale. ## How It Works 1. Register any OpenAPI spec URL 2. Search endpoints in plain English 3. Execute — Claude chains the right API calls automatically JitAPI builds a dependency graph that knows "you need to call GET /users first to get the user_id for POST /orders" — and resolves this automatically. ## Key Features - Zero-config: Works out of the box with local embeddings. No API keys required. - Multi-API orchestration: Register multiple APIs, ask questions that span them - Dependency graphs: Automatically resolves endpoint dependencies - Semantic search: Find endpoints using natural language, not exact paths - Pluggable embeddings: Local (default), Voyage AI, OpenAI, or Cohere ## Quick Start ```bash pip install jitapi { "mcpServers": { "jitapi": { "command": "uvx", "args": ["jitapi"] } } } Links - https://github.com/nk3750/jitapi - https://pypi.org/project/jitapi/Sign in to leave a review
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