
loopwork-ai/emcee
A tool that provides a Model Context Protocol (MCP) server for any web application with an OpenAPI specification.

About loopwork-ai/emcee
emcee provides a Model Context Protocol (MCP) server from an OpenAPI specification given as a file path or URL. Compatible clients such as Claude Desktop can then use operations from that web API as tools, for example by pointing emcee at the weather.gov OpenAPI document.
It uses standard input/output with JSON-RPC 2.0, supports bearer, basic, and raw Authorization headers supplied directly or as 1Password references, and includes flags for retries, requests per second, timeout, and logging. It can be installed with Homebrew, an installer script for Linux and macOS, Docker images, or built from source requiring Go 1.24 or later.
Key features
- Generates MCP server from OpenAPI spec file or URL
- Connects Claude Desktop and other apps to external tools
- Supports bearer, basic, and raw Authorization header authentication
- Accepts authentication values directly or as 1Password references
- Configurable retries, requests-per-second limit, and timeout settings
- Communicates over stdio using JSON-RPC 2.0 wire format
- Works directly from an existing OpenAPI file or URL
- Supports bearer, basic, and raw Authorization header methods
- Distributed as prebuilt Linux and macOS releases, Docker images, and source
- Requires the target web application to have an OpenAPI specification
- Building from source requires Go 1.24 or later
loopwork-ai/emcee at a glance
- Website
- github.com/mattt/emcee
- Category
- Development › APIs & Databases
- Type
- Open-source project
- Pricing
- Not confirmed. Check the site
- Platforms
- macOS
- Open source
- Yes · Source code
- Language
- English
- Last checked
- Oct 5, 2026 · Online when checked
- Listed
- Oct 5, 2026
Guides for APIs & Databases

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loopwork-ai/emcee FAQ
How do I connect Claude Desktop to an API with emcee?
What authentication options are available?
What command-line options does emcee accept?
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