Dynamic MCP server that auto-generates tools from any REST API OpenAPI/Swagger schema
Project description
REST API MCP Server
A dynamic Model Context Protocol (MCP) server that automatically discovers and generates tools from any REST API using OpenAPI/Swagger specifications. Point it at any OpenAPI spec and it instantly exposes every endpoint as an MCP tool — zero manual configuration.
Installation
pip install restapi-mcp-server
Configuration
There are four ways to configure the server. They are applied in priority order — higher entries win:
| Priority | Method | Best for |
|---|---|---|
| 1 | CLI arguments | One-off runs, testing |
| 2 | Environment variables | Docker, CI/CD, shell scripts |
| 3 | .env file |
Local development |
| 4 | Defaults | Nothing required by default |
Method 1 — CLI Arguments
restapi-mcp-server --base-url https://api.example.com --spec-url https://api.example.com/openapi.json --token mytoken
All available flags:
--base-url URL REST API base URL (required if not set via env)
--spec-url URL OpenAPI/Swagger spec URL or local file path (required if not set via env)
--token TOKEN API access token for bearer authentication
--auth-type TYPE Authentication type: bearer, apikey, basic, none (default: bearer)
--mode stdio|http Server mode (default: stdio)
--port PORT HTTP port, only used in http mode (default: 8080)
--host HOST HTTP host, only used in http mode (default: 0.0.0.0)
--log-level LEVEL Logging level: DEBUG, INFO, WARNING, ERROR (default: INFO)
--env-file PATH Path to a custom .env file
--version Show version and exit
Method 2 — Environment Variables
export REST_API_BASE_URL=https://api.example.com
export OPENAPI_SPEC_URL=https://api.example.com/openapi.json
export API_ACCESS_TOKEN=your_token_here
export MCP_MODE=stdio
restapi-mcp-server
Method 3 — .env File
Create a .env file in your working directory:
REST_API_BASE_URL=https://api.example.com
OPENAPI_SPEC_URL=https://api.example.com/openapi.json
API_ACCESS_TOKEN=your_token_here
AUTH_TYPE=bearer
MCP_MODE=stdio
LOG_LEVEL=INFO
Then just run:
restapi-mcp-server
Method 4 — Claude Desktop Config (most common for MCP use)
No .env file needed. Pass everything via the env block in claude_desktop_config.json:
{
"mcpServers": {
"restapi": {
"command": "restapi-mcp-server",
"env": {
"REST_API_BASE_URL": "https://api.example.com",
"OPENAPI_SPEC_URL": "https://api.example.com/openapi.json",
"API_ACCESS_TOKEN": "your_token_here",
"MCP_MODE": "stdio",
"ENABLE_HTTP_ENDPOINT": "false"
}
}
}
}
Claude Desktop injects the env block values directly into the process — this is the standard MCP pattern.
Environment Variable Reference
| Variable | Required | Default | Description |
|---|---|---|---|
REST_API_BASE_URL |
Yes | — | REST API base URL |
OPENAPI_SPEC_URL |
Yes | — | OpenAPI/Swagger spec URL or local file path |
AUTH_TYPE |
No | bearer |
Auth method: bearer, apikey, basic, none |
API_ACCESS_TOKEN |
No | — | Bearer token for auth |
API_KEY_HEADER |
No | X-API-Key |
Header name for API key auth |
API_KEY_VALUE |
No | — | API key value |
BASIC_AUTH_USERNAME |
No | — | Username for basic auth |
BASIC_AUTH_PASSWORD |
No | — | Password for basic auth |
MCP_MODE |
No | stdio |
stdio or http |
ENABLE_HTTP_ENDPOINT |
No | true |
Enable HTTP health/metrics endpoints |
MCP_SERVER_PORT |
No | 8080 |
HTTP server port |
MCP_SERVER_HOST |
No | 0.0.0.0 |
HTTP server host |
LOG_LEVEL |
No | INFO |
Logging verbosity |
REQUEST_TIMEOUT |
No | 30 |
Request timeout in seconds |
SCHEMA_CACHE_TTL |
No | 3600 |
Schema cache TTL in seconds |
Operating Modes
MCP Mode (stdio) — for Claude Desktop, Cursor, MCP clients
restapi-mcp-server --base-url https://api.example.com --spec-url https://api.example.com/openapi.json --mode stdio
Communicates via stdin/stdout. No HTTP server is started. This is the default.
HTTP Mode — for Docker, Kubernetes, server deployments
restapi-mcp-server --base-url https://api.example.com --spec-url https://api.example.com/openapi.json --mode http --port 8080
Starts an HTTP server with health and metrics endpoints:
GET /— server infoGET /health— health checkGET /metrics— server metricsGET /schema— OpenAPI schema summaryGET /tools— all generated toolsGET /api/endpoints— all API endpoints
Authentication Methods
Bearer Token
AUTH_TYPE=bearer
API_ACCESS_TOKEN=your_token
API Key
AUTH_TYPE=apikey
API_KEY_HEADER=X-API-Key
API_KEY_VALUE=your_key
Basic Authentication
AUTH_TYPE=basic
BASIC_AUTH_USERNAME=username
BASIC_AUTH_PASSWORD=password
No Authentication
AUTH_TYPE=none
Docker
docker build -t restapi-mcp-server .
docker run -p 8080:8080 \
-e REST_API_BASE_URL=https://api.example.com \
-e OPENAPI_SPEC_URL=https://api.example.com/openapi.json \
-e API_ACCESS_TOKEN=your_token \
-e MCP_MODE=http \
restapi-mcp-server
Or with Docker Compose:
cp .env.example .env # fill in your values
docker-compose up
Available Tools
The server dynamically generates the following tool types:
Endpoint Tools
Named by HTTP method and path: <method>_<path_parts>
Examples:
get_userspost_usersget_users_by_iddelete_users_by_idput_users_by_id
Utility Tools
list_available_endpoints— list all endpoints (filterable by method or path)get_endpoint_info— detailed info about a specific endpointget_schema_info— OpenAPI schema summary or specific model detailsexecute_custom_request— run any HTTP request with full controlhealth_check— server health and schema status
OpenAPI Specification Support
- OpenAPI 3.x (full support)
- Swagger 2.0 (backward compatible)
Supported spec sources:
- Remote JSON URL
- Remote YAML URL
- Local JSON file
- Local YAML file
Key Features
- Zero config endpoints — auto-parses any OpenAPI/Swagger spec and generates MCP tools
- Dual mode — stdio for MCP clients, HTTP for server deployments
- Flexible config — CLI args, env vars, .env file, or Claude Desktop env block
- Multiple auth methods — Bearer, API key, Basic, or none
- Production ready — Docker, Kubernetes, AWS ECS, Google Cloud Run compatible
- Self-documenting —
list_available_endpoints,get_endpoint_info,get_schema_infotools built in
Troubleshooting
[ERROR] REST API base URL not configured
Set REST_API_BASE_URL via any method above. The most common fix:
restapi-mcp-server --base-url https://your-api.com
[ERROR] OpenAPI spec URL not configured
Set OPENAPI_SPEC_URL via any method above:
restapi-mcp-server --spec-url https://your-api.com/openapi.json
Port already in use
Change the port:
restapi-mcp-server --mode http --port 9090
Docker container exits immediately
Make sure you're using HTTP mode:
docker run -e MCP_MODE=http -e REST_API_BASE_URL=... -e OPENAPI_SPEC_URL=... restapi-mcp-server
Schema not loading
- Verify the spec URL is reachable
- Check the format is valid JSON or YAML
- Ensure the spec is OpenAPI 3.x or Swagger 2.0
License
MIT
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