OpenAPI MCP Gateway

Mount any OpenAPI (Swagger) spec as a Model Context Protocol (MCP) server, or expose an existing FastAPI app the same way. Multiple APIs in one process, each with its own mount path and auth.

uvx openapi-mcp-gateway --spec https://petstore3.swagger.io/api/v3/openapi.json
# Server live at http://127.0.0.1:8000/api/mcp

• Multi-spec, multi-auth. Mount GitHub, an OAuth2 SaaS, and your internal API side-by-side. Bearer, API key, OAuth2 authorization_code (per-user delegation), and client_credentials (service flows) coexist, with each (server, user) pair scoped to its own token namespace.
• FastAPI native, route-level. Decorate routes with @mcp_tool to opt in, no whole-app exposure. Calls run in-process via httpx.ASGITransport, no extra network hop and no second spec to maintain.
• Dynamic exposure. For specs whose operation count would blow the LLM context window, set exposure: dynamic and the agent walks list → get → call meta-tools on demand.
• Resource auto-promotion. Set mode: auto and eligible GETs register as MCP resources instead of tools, so the tool list stays small while reads remain addressable by URI. Layer per-operation overrides in YAML when you do not own the upstream spec.
• Spec-compliant authorization. Audience-bound tokens, no silent passthrough to third-party upstreams [MCP Authorization Spec: Access Token Privilege Restriction]. Tools emit protocol-native title, annotations (readOnlyHint, destructiveHint, idempotentHint), and structuredContent so the agent reads structured error bodies without re-parsing text.
• Tool name and description overrides. Rewrite ugly operationIds and empty descriptions in YAML when you do not own the upstream spec, no fork required.
• Pluggable token store. Memory by default. Switch to Redis when you need to share state across replicas.

Streamable HTTP, SSE, and stdio on the same binary. Works with Claude Desktop, Cursor, or any other MCP client.

Installation

Add the gateway to your project with uv:

uv add openapi-mcp-gateway

Optional extras:

uv add "openapi-mcp-gateway[redis]"   # Redis token store, used for auth memoization

Requires Python 3.11+.

Quick Start

1. Public API, No Auth

# `uv run` assumes you ran `uv add openapi-mcp-gateway` (see Installation above).
# To skip the install, swap in `uvx openapi-mcp-gateway` to run the published package directly.
uv run openapi-mcp-gateway --spec https://petstore3.swagger.io/api/v3/openapi.json --name petstore

Connect an MCP client to http://127.0.0.1:8000/petstore/mcp.

2. Bearer Token

export GITHUB_TOKEN="ghp_..."
uv run openapi-mcp-gateway \
    --spec https://raw.githubusercontent.com/github/rest-api-description/main/descriptions/api.github.com/api.github.com.json \
    --name github \
    --auth-type bearer \
    --auth-token '${GITHUB_TOKEN}'

3. OAuth2, Per-User Delegation (authorization_code)

The gateway runs its own OAuth server so each MCP client authenticates as its own end-user, with tokens minted per session.

export ASANA_CLIENT_ID="..." ASANA_CLIENT_SECRET="..."
uv run openapi-mcp-gateway \
    --spec https://raw.githubusercontent.com/Asana/openapi/master/defs/asana_oas.yaml \
    --name asana \
    --auth-type oauth2 \
    --auth-client-id '${ASANA_CLIENT_ID}' \
    --auth-client-secret '${ASANA_CLIENT_SECRET}' \
    --auth-scopes "openid,email,profile,users:read,workspaces:read"

4. OAuth2, Service Token (client_credentials)

The gateway holds its own credentials and shares one upstream token across every MCP client, no per-user OAuth dance:

export SVC_CLIENT_ID="..." SVC_CLIENT_SECRET="..."
uv run openapi-mcp-gateway \
    --spec ./service-api.json \
    --name svc \
    --auth-type oauth2 \
    --auth-flow client_credentials \
    --auth-client-id '${SVC_CLIENT_ID}' \
    --auth-client-secret '${SVC_CLIENT_SECRET}'

5. Multiple APIs at Once

Mix public, bearer, and OAuth2 services in a single config. Each server is mounted at /{name}/mcp:

# servers.yml
host: "127.0.0.1"
port: 8000
url: http://127.0.0.1:8000   # public base URL for OAuth callbacks

servers:
  # Resource auto-promotion: eligible GETs become MCP resources, the rest stay tools.
  - name: petstore
    spec: https://petstore3.swagger.io/api/v3/openapi.json
    base_url: https://petstore.swagger.io/v2
    mode: auto

  # Dynamic exposure: ~1,200 GitHub ops behind three meta-tools instead of 1,200 tool schemas.
  - name: github
    spec: https://raw.githubusercontent.com/github/rest-api-description/main/descriptions/api.github.com/api.github.com.json
    exposure: dynamic
    auth:
      type: bearer
      token: ${GITHUB_TOKEN}

  # Per-user OAuth2 with audience-bound tokens, no passthrough.
  - name: asana
    spec: https://raw.githubusercontent.com/Asana/openapi/master/defs/asana_oas.yaml
    auth:
      type: oauth2
      client_id: ${ASANA_CLIENT_ID}
      client_secret: ${ASANA_CLIENT_SECRET}
      scopes: [openid, email, profile, users:read, workspaces:read]

What this gives you at http://127.0.0.1:8000:

• /petstore/mcp: 13 tools + 3 concrete resources + 3 resource templates, partitioned by mode: auto with no spec edits.
• /github/mcp: three meta-tools (list_operations, get_operation, call_operation) fronting ~1,200 endpoints.
• /asana/mcp: per-user OAuth2 against Asana's IdP, with tokens minted server-side per RFC 8707.

export GITHUB_TOKEN="ghp_..."
export ASANA_CLIENT_ID="..." ASANA_CLIENT_SECRET="..."
uv run openapi-mcp-gateway --config servers.yml

Runnable variants live in examples/. Each YAML lists its prerequisites at the top.

${ENV_VAR} and ${ENV_VAR:-default} work in any string field, resolved at request time. For OAuth2, authorizationUrl / tokenUrl / scopes are auto-detected from the spec's securitySchemes. Override with auth.authorization_url / auth.token_url / auth.scopes when the spec is incomplete.

6. Local Desktop Client (stdio)

For Claude Desktop, IDE integrations, or any MCP client that prefers stdio:

{
  "mcpServers": {
    "petstore": {
      "command": "uv",
      "args": [
        "run",
        "--project", "/abs/path/to/your/project",
        "openapi-mcp-gateway",
        "--spec", "/abs/path/to/openapi.json",
        "--transport", "stdio"
      ]
    }
  }
}

Configuration

Run uv run openapi-mcp-gateway --help for the CLI reference. The Quick Start examples cover most setups. The full field reference is below.

Configuration merges in this order, with each layer overriding the previous: defaults → YAML (--config) → CLI flags → Gateway.run(...) kwargs. A layer only overrides the fields it actually sets, so --log-level=DEBUG won't reset logging.format from your YAML. Nested objects like logging and per-server auth merge field-by-field. The servers list is the exception, replaced wholesale rather than merged entry-by-entry.

Filtering Operations

Use policy.allow and policy.deny with fnmatch syntax against operation IDs (getUsers, create*) or method + path (GET /users/*):

policy:
  allow: ["GET /repos/*"]
  deny:  ["GET /repos/*/actions/secrets*"]

Operations can also be opted in from the spec side with x-mcp-integration: {expose: {tool: {}}} plus policy.marked_only: true. Filters apply in order: marked_only, then allow, then deny.

Resource Exposure

Read-only GET operations are a better fit for the MCP resource primitive than for a tool. Most MCP clients do not auto-load resources into the LLM context, so promoting catalog-style endpoints to resources saves tokens without losing reachability.

The default mode: tool_only exposes every operation as a tool. Set mode: auto to promote eligible GETs (no required query / header / body parameter) to resources:

servers:
  - name: petstore
    spec: https://petstore3.swagger.io/api/v3/openapi.json
    mode: auto

That covers the common case: against the vanilla Petstore3 spec it produces 13 tools, 3 concrete resources, and 3 resource templates, zero spec edits.

For finer per-operation control (rename the resource, set a custom URI template, set a non-JSON MIME type), use the operations map:

servers:
  - name: petstore
    spec: https://petstore3.swagger.io/api/v3/openapi.json
    mode: auto
    operations:
      getPetById:
        expose:
          resource:
            name: pet
            mime_type: application/json
      getInventory:
        expose:
          resource:
            name: inventory

Keys are matched against operationId. An unknown id raises at startup so typos do not silently no-op. Each entry fully replaces (does not merge with) the spec-side x-mcp-integration. A runnable demo lives at examples/petstore-override.yml.

If you own the upstream spec, write the same opt-in inline with x-mcp-integration.expose.resource:

paths:
  /pets/{petId}:
    get:
      operationId: getPet
      x-mcp-integration:
        expose:
          resource:
            name: pet
            mime_type: application/json
            # uri_template: petstore://v2/pets/{petId}  # optional override, must start with "<server>://"

Declaring both expose.tool and expose.resource registers the operation on both surfaces. Resource declarations are validated at startup: non-GET methods, required non-path parameters, and uri_template values that do not start with <server>:// abort Gateway.from_config with a concrete error. Subscriptions are not implemented because REST has no native push.

Tool Name and Description Overrides

Real-world specs ship ugly operationIds (GitHub's actions/list-jobs-for-workflow-run-attempt) and empty descriptions (most of gists/*), leaving the LLM to guess intent from the name. The same operations map renames the tool and rewrites the description without forking the spec:

servers:
  - name: github
    spec: https://raw.githubusercontent.com/github/rest-api-description/main/descriptions/api.github.com/api.github.com.json
    operations:
      pulls/list-files:
        expose:
          tool:
            name: list_pull_request_files
            description: |
              List files changed in a pull request. Returns up to 3000 files,
              each with status (added / modified / removed), patch text, and
              line counts.

If you own the upstream spec, the inline form is x-mcp-integration.expose.tool on the operation.

Dynamic Exposure

For APIs with hundreds of operations (GitHub, Stripe, etc.), registering each as its own tool can blow the LLM's context window before the agent does anything. Set exposure: dynamic and the client sees three meta-tools instead:

servers:
  - name: github
    spec: https://raw.githubusercontent.com/github/rest-api-description/main/descriptions/api.github.com/api.github.com.json
    exposure: dynamic   # default is 'static'
    auth:
      type: bearer
      token: ${GITHUB_TOKEN}

The three meta-tools:

• list_operations() returns [{name, description}, ...] for every operation on this server.
• get_operation(name) returns one operation's JSON Schema for input arguments.
• call_operation(name, arguments) invokes that operation against the upstream.

The LLM walks list → get → call to discover and invoke operations on demand. Auth, path templating, and per-operation request shape match static mode. Only the surfacing changes.

exposure is per-server, so /github/mcp can run dynamic while /petstore/mcp runs static in the same process.

Logging

Configure via the logging.* YAML keys or via CLI flags (--log-level, --log-format, --log-file). -v and -q are shortcuts for DEBUG and WARNING. CLI flags override YAML field-by-field, following the precedence rule above.

Python API

Use the gateway as a library:

from openapi_mcp_gateway import Gateway

gateway = Gateway()
gateway.add_server(
    name="petstore",
    spec="https://petstore3.swagger.io/api/v3/openapi.json",
)
gateway.add_server(
    name="github",
    spec="./github-openapi.json",
    auth={"type": "bearer", "token": "${GITHUB_TOKEN}"},
    policy={"allow": ["GET /repos/*"]},
)
gateway.run(port=8000)

Expose Your FastAPI App as MCP Tools

Already running FastAPI? Decorate the routes you want exposed with @mcp_tool and the gateway picks them up. No second spec, no separate process, and no extra network hop (calls go in-process through httpx.ASGITransport):

from fastapi import FastAPI
from openapi_mcp_gateway import Gateway, mcp_tool

app = FastAPI()

@app.get("/items/{item_id}")
@mcp_tool()
def read_item(item_id: int):
    return {"id": item_id}

@app.get("/internal/health")  # not decorated → not exposed
def health():
    return {"ok": True}

Gateway.from_fastapi(app, name="myapp").run()

Auth is auto-detected from the app's securitySchemes. Override by passing an explicit auth=AuthConfig(...) to Gateway.from_fastapi.

License

MIT