MCP server for Semantic API — search and discover APIs using natural language
Project description
Semantic API MCP Server
An MCP (Model Context Protocol) server that lets Claude, ChatGPT, and other LLM agents search and discover APIs using natural language via Semantic API. Ask for any API capability in plain English and get back endpoint details, parameters, auth info, and code snippets.
Install
pip install semanticapi-mcp
Or run directly with uvx:
uvx semanticapi-mcp
Configuration
Get an API Key
Sign up at semanticapi.dev to get your API key.
Environment Variables
| Variable | Required | Default | Description |
|---|---|---|---|
SEMANTIC_API_KEY |
Yes | — | Your Semantic API key |
SEMANTIC_API_URL |
No | https://semanticapi.dev |
API base URL override |
Claude Desktop
Add to your Claude Desktop config (~/Library/Application Support/Claude/claude_desktop_config.json):
{
"mcpServers": {
"semanticapi": {
"command": "uvx",
"args": ["semanticapi-mcp"],
"env": {
"SEMANTIC_API_KEY": "your-api-key-here"
}
}
}
}
Or if installed with pip:
{
"mcpServers": {
"semanticapi": {
"command": "semanticapi-mcp",
"env": {
"SEMANTIC_API_KEY": "your-api-key-here"
}
}
}
}
Tools
semantic_query
Search for an API capability using natural language.
Inputs:
query(string, required) — What you want to do, e.g. "send an email with Gmail"auto_discover(boolean, optional, default: true) — Auto-discover new APIs if needed
Example: "Find me an API to convert currencies in real-time"
semantic_discover
Deep discovery of a specific provider/API by name and intent.
Inputs:
provider_name(string, required) — API provider name, e.g. "stripe", "twilio"user_intent(string, optional) — What you want to do with this API
Example: Discover Stripe's capabilities for "process a refund"
semantic_discover_url
Analyze any API from its documentation URL.
Inputs:
url(string, required) — URL of the API documentationuser_intent(string, optional) — What you want to do with this API
Example: Analyze https://docs.example.com/api to generate a provider config
semantic_catalog
Browse and search the provider catalog. No API key required.
Inputs:
page(integer, optional, default: 1) — Page numberauth_type(string, optional) — Filter by auth type: "bearer", "apikey", "oauth2", "none"category(string, optional) — Filter by category: "payments", "ai", "communication", etc.search(string, optional) — Search by name or descriptionfree_only(boolean, optional) — Only show providers with a free tier
Example output:
📦 Stripe (stripe)
Online payment processing platform
Auth: bearer | Free tier: no | Capabilities: 12
📦 Open-Meteo (open-meteo)
Free weather API, no key required
Auth: none | Free tier: yes | Capabilities: 5
Page 1/4 (38 total providers)
semantic_provider_detail
Get full details for a specific provider including all capabilities. No API key required.
Inputs:
provider_id(string, required) — Provider identifier, e.g. "stripe", "open-meteo"
Example output:
📦 Stripe (stripe)
Online payment processing platform
Base URL: https://api.stripe.com
Auth: bearer
Signup: https://dashboard.stripe.com/register
Free tier: no
Capabilities:
├─ create-charge: Create a new charge
│ POST /v1/charges
└─ list-customers: List all customers
GET /v1/customers
semantic_catalog_stats
Get public statistics about the catalog. No API key required.
Example output:
📊 Semantic API Catalog Stats
Total Providers: 38
Total Capabilities: 245
Categories: 12
semantic_categories
List all available provider categories. No API key required.
Example output:
📂 Provider Categories
• payments (8 providers)
• ai (6 providers)
• communication (5 providers)
• weather (3 providers)
Related
- Semantic API — The hosted API service
- semanticapi-engine — Open source engine (AGPL-3.0)
- semantic-api-skill — Agent framework skill package
- CLI Tool — Command-line interface (
pip install semanticapi-cli)
License
MIT
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