Toolcast

toolcast

Turn any API into an AI agent tool. One command.

Point at an OpenAPI spec. Get a working MCP server in 10 seconds. Your AI agent can now call Stripe, GitHub, Slack, Notion — or any API with a spec.

Quick Start • Registry • How It Works • Examples • Contributing

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The Problem

You want your AI agent to call an API. Today you have to:

1. Find or build an MCP server for that specific API
2. Write tool definitions, parameter schemas, auth handling
3. Test it, debug it, deploy it
4. Repeat for every new API

toolcast does all of this in one command.

Quick Start

# Try it right now with the demo Petstore API (no auth needed)
npx toolcast serve https://petstore3.swagger.io/api/v3/openapi.json

That's it. Your AI agent now has 19 tools for managing pets, orders, and users.

Add a real API

# Add Stripe to your Claude Code config
npx toolcast add stripe

# Or point at any OpenAPI spec
npx toolcast serve https://api.example.com/openapi.json --bearer-token $MY_TOKEN

Inspect before serving

# See what tools would be generated
npx toolcast inspect https://petstore3.swagger.io/api/v3/openapi.json

  Swagger Petstore v1.0.27

  19 Tools:

  addPet                    POST    /pet              (1 params)
  updatePet                 PUT     /pet              (1 params)
  findPetsByStatus          GET     /pet/findByStatus (1 params)
  getPetById                GET     /pet/{petId}      (1 params)
  getInventory              GET     /store/inventory  (0 params)
  placeOrder                POST    /store/order      (1 params)
  createUser                POST    /user             (1 params)
  ...

Registry

toolcast ships with pre-built configs for popular APIs. One command to add them:

| API | Command | What You Get | |-----|---------|-------------| | GitHub | toolcast add github | Repos, issues, PRs, actions, users | | Stripe | toolcast add stripe | Payments, subscriptions, invoices | | Slack | toolcast add slack | Messages, channels, users, reactions | | Notion | toolcast add notion | Pages, databases, blocks, search | | Linear | toolcast add linear | Issues, projects, teams, cycles | | OpenAI | toolcast add openai | Completions, embeddings, images | | Petstore | toolcast add petstore | Demo API for testing |

# List all available APIs
toolcast list

# Search by keyword
toolcast search payments

Want to add an API? See [Contributing](#contributing).

How It Works

                    +-----------------+
  OpenAPI Spec ---> |     toolcast      | ---> MCP Server (stdio)
  (URL or file)     |                 |      ready for Claude Code,
                    | 1. Parse spec   |      Cursor, or any MCP client
                    | 2. Build tools  |
                    | 3. Handle auth  |
                    +-----------------+

1. Parse — Reads any OpenAPI 3.0/3.1 spec (JSON or YAML, URL or file). Resolves $refs, extracts endpoints, parameters, and auth schemes.

1. Build Tools — Each API endpoint becomes an MCP tool with:

• A human-readable name (from operationId)
• A clear description (from summary + description)
• A typed input schema (from parameters + request body)
• Proper parameter handling (path, query, header, body)

1. Serve — Starts a stdio MCP server that proxies tool calls to the real API with proper auth, headers, and error formatting.

Examples

Use with Claude Code

Add to your .mcp.json:

{
  "mcpServers": {
    "my-api": {
      "command": "npx",
      "args": ["toolcast", "serve", "https://api.example.com/openapi.json"],
      "env": {
        "API_TOKEN": "your-token-here"
      }
    }
  }
}

Or use the add command to auto-configure:

toolcast add github
# Adds to .mcp.json automatically

Use with a local spec file

toolcast serve ./my-api-spec.yaml --base-url https://localhost:3000

Use programmatically

import { parseSpec, createMcpServer } from "toolcast";

const spec = await parseSpec("https://api.example.com/openapi.json");
const server = createMcpServer(spec, {
  baseUrl: "https://api.example.com",
  auth: { type: "bearer", value: process.env.API_TOKEN },
});

Auth

toolcast supports three auth methods, auto-detected from the OpenAPI spec:

| Method | Env Variables | Flag | |--------|--------------|------| | Bearer Token | API_TOKEN, BEARER_TOKEN, AUTH_TOKEN | --bearer-token | | API Key | API_KEY, or derived from scheme name | --api-key | | Basic Auth | API_USER + API_PASSWORD | — |

Registry entries specify which env var to use (e.g., GITHUB_TOKEN for GitHub).

CLI Reference

toolcast serve        Start MCP server from OpenAPI spec
  --base-url         Override base URL
  --api-key          API key auth
  --bearer-token   Bearer token auth

toolcast inspect      Preview tools without starting server

toolcast add          Add registry API to .mcp.json
  --config          Config file path (default: .mcp.json)

toolcast list               List all registry APIs
toolcast search      Search registry
toolcast --version          Show version
toolcast --help             Show help

Contributing

Add an API to the registry

1. Create a YAML file in registry/:

name: my-api
displayName: My API
description: What this API does
specUrl: https://example.com/openapi.json
baseUrl: https://api.example.com
authType: bearer
authEnvVar: MY_API_KEY
tags:
  - category
  - keywords

1. Submit a PR. That's it.

Development

git clone https://github.com/your-username/toolcast.git
cd toolcast
npm install
npm run build
npm test

# Test locally
node dist/cli.js inspect https://petstore3.swagger.io/api/v3/openapi.json

License

MIT

Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: Djsand
• Source: Djsand/toolcast
• License: MIT

Install and usage instructions live in the source repository linked above.