apimcp

apimcp

Convert an OpenAPI document into an MCP server.

What it does

apimcp adapts an OpenAPI-described HTTP API into an MCP server. MCP clients can discover the API operations as tools and call the existing service without requiring a second hand-written MCP implementation.

Status

This is an MVP. It supports OpenAPI JSON/YAML, common HTTP methods, path and query/header parameters, JSON request bodies, Bearer tokens, API keys, stdio and Streamable HTTP transports, and allow/deny tool filters. Path-level parameters are merged with operation parameters, and generated tool names are deterministic. Local $ref references are resolved through kin-openapi; external references are disabled by default. Tool calls also perform server-side checks for required parameters and common JSON types before contacting the upstream API. API key names and locations can be inferred from OpenAPI securitySchemes when they are not supplied explicitly. Basic Auth credentials can be provided with --basic-username and --basic-password-env. Upstream requests have a 30 second timeout and responses are limited to 10 MiB by default. Operation-level security overrides the document-level requirement, and an explicit security: [] keeps a public operation from receiving global credentials. Common OpenAPI parameter styles (form, simple, spaceDelimited, pipeDelimited, and deepObject) are supported for path/query/header/cookie parameters. Multipart file uploads accept Base64-encoded file values, and binary downloads are returned as Base64 data with their content type and filename when present.

Run

go run ./cmd/apimcp --spec openapi.yaml --base-url https://api.example.com

The project uses the official Go MCP SDK and adapts OpenAPI operations into MCP tools. It does not expose every operation automatically when --allow is set:

go run ./cmd/apimcp --spec openapi.yaml --allow getUser,listUsers --stdio

For an API key:

go run ./cmd/apimcp --spec openapi.yaml `
  --api-key-name X-API-Key `
  --api-key-value "$env:API_KEY" `
  --api-key-in header

For credentials stored in environment variables:

go run ./cmd/apimcp --spec openapi.yaml `
  --bearer-token-env API_TOKEN

go run ./cmd/apimcp --spec openapi.yaml `
  --api-key-value-env API_KEY `
  --api-key-name X-API-Key

When the OpenAPI document defines an apiKey security scheme, the name and location flags can be omitted:

go run ./cmd/apimcp --spec openapi.yaml `
  --api-key-value-env API_KEY

Reliability options:

go run ./cmd/apimcp --spec openapi.yaml `
  --timeout 15s `
  --max-response-bytes 5242880 `
  --max-retries 2 `
  --retry-base-delay 250ms

Retries apply to idempotent methods (GET, HEAD, OPTIONS, PUT, and DELETE) and transient statuses such as 408, 429, 502, 503, and 504. POST and PATCH are not retried unless explicitly enabled through the Go API.

The --stdio flag is accepted for compatibility with MCP client configurations; stdio is the default transport. To run an HTTP MCP server:

go run ./cmd/apimcp `
  --transport http `
  --listen 127.0.0.1:8080 `
  --spec openapi.yaml `
  --base-url https://api.example.com

The Streamable HTTP MCP endpoint is http://127.0.0.1:8080/mcp. The HTTP server is stateless and returns JSON MCP responses, which is convenient for local development and simple reverse-proxy deployments.

For a multipart/form-data operation with a binary field, pass the field as:

{
  "file": {
    "data": "SGVsbG8=",
    "filename": "hello.txt",
    "contentType": "text/plain"
  }
}

For application/octet-stream request bodies, use the same object under the body argument. Binary responses are exposed in this form:

{
  "contentType": "application/pdf",
  "filename": "report.pdf",
  "data": "<Base64 data>"
}

Library usage

spec, err := apimcp.LoadFile("openapi.yaml")
if err != nil {
    return err
}

return apimcp.RunStdio(ctx, spec, apimcp.Options{
    BaseURL:     "https://api.example.com",
    BearerToken: token,
})

To embed the HTTP transport in another Go service:

handler, err := apimcp.NewHTTPHandler(spec, apimcp.Options{
    BaseURL:     "https://api.example.com",
    BearerToken: token,
})
if err != nil {
    return err
}
http.Handle("/mcp", handler)
return http.ListenAndServe(":8080", nil)

Development

go test ./...
go test -race ./...
go vet ./...

The test suite includes an in-memory MCP client and an httptest upstream server to verify tool discovery, argument validation, request conversion, and error results end to end.

Roadmap

• External OpenAPI references and reusable schemas
• OAuth authentication
• generated tool documentation

Contributing

See CONTRIBUTING.md for the development workflow and commit conventions.