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MCP server · Other

Shimmy

Unclaimed other
30Low

Scored 6 months ago · breakdown

About Shimmy

Shimmy is an MCP server published by Jazzcort in the Other category.

The repository has 11 stars and 0 forks, with the last commit 2 months ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/Jazzcort/shimmy

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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README

Shimmy - MCP Inspector

Shimmy is a debugging and inspection tool for Model Context Protocol (MCP) servers. It intercepts traffic between MCP clients and servers, letting you see every request, response, and notification in real time.

How It Works

Shimmy has two components:

  • Shimmy App - A desktop GUI (built with Tauri + SvelteKit) that displays captured MCP traffic in a three-panel inspector view.
  • Shimmy CLI - A command-line proxy that sits between an MCP client and server, forwarding all messages to the Shimmy App for inspection.
MCP Client <──> Shimmy CLI (proxy) <──> MCP Server
                     │
                     ▼
               Shimmy App (inspector UI)

The CLI intercepts all JSON-RPC messages and sends them to the app over HTTP (127.0.0.1:13579). The app displays them in real time with a timeline view, request details, and response details.

Installation

Download the latest release for your platform from the GitHub Releases page. Each release includes:

  • Shimmy App - Desktop application installer (macOS, Linux, Windows)
  • Shimmy CLI - Standalone binary

Alternatively, you can build from source.

Please note that the app is built without signing in the release, need some tricks to bypass the security check on eash OS. If you don't feel comfortable doing that just check the source code and build from it.

Getting Started

1. Launch the Shimmy App

Open the Shimmy desktop application. It starts an HTTP listener on port 13579 and waits for incoming connections from the CLI.

2. Run the CLI to inspect an MCP server

Stdio transport

For MCP servers that communicate over standard input/output (the most common case):

shimmy-cli stdio <server_command> [server_args...]

Examples:

# Inspect a Python MCP server
shimmy-cli stdio python my_server.py

# Inspect a Node.js MCP server with arguments
shimmy-cli stdio node server.js --port 3000

# Pass environment variables to the server
shimmy-cli -e API_KEY=sk-xxx -e DEBUG=true stdio python my_server.py

HTTP transport

For MCP servers that communicate over HTTP/SSE:

shimmy-cli http <url>

Example:

shimmy-cli http http://127.0.0.1:8080

3. Inspect traffic in the App

Once the CLI connects, the Shimmy App shows all MCP traffic in real time:

  • Timeline panel (left) - A chronological list of all messages, color-coded by origin (client vs. server) and status (success, error, pending, notification).
  • Request panel (center) - Full JSON payload of the selected request, plus any stderr output.
  • Response panel (right) - The corresponding response JSON.

You can filter messages by method name using the search bar and switch between multiple active connections using the connection selector.

CLI Reference

Usage: shimmy-cli [OPTIONS] <COMMAND>

Commands:
  stdio  Spawn the MCP server via standard input/output
  http   Spawn the MCP server over HTTP/SSE

Options:
  -v, --verbose  Enable verbose logging
  -h, --help     Print help
  -V, --version  Print version

shimmy-cli stdio

Usage: shimmy-cli stdio [OPTIONS] <SERVER_COMMAND> [SERVER_ARGS]...

Arguments:
  <SERVER_COMMAND>  The executable command to run the MCP server (e.g., 'node', 'python')
  [SERVER_ARGS]...  Arguments and flags to pass to the server command

Options:
  -e, --env <KEY=VALUE>  Environment variables to pass to the server (format: KEY=VALUE)

shimmy-cli http

Usage: shimmy-cli http <URL>

Arguments:
  <URL>  URL of the MCP server (e.g., http://127.0.0.1:8080)

Using Shimmy with MCP Clients

To use Shimmy with an MCP client (such as Claude Desktop), replace your server command with shimmy-cli wrapping the original command. For example, if your MCP client config looks like:

{
  "mcpServers": {
    "my-server": {
      "command": "python",
      "args": ["my_server.py"]
    }
  }
}

Change it to:

{
  "mcpServers": {
    "my-server": {
      "command": "shimmy-cli",
      "args": ["stdio", "python", "my_server.py"]
    }
  }
}

Now all traffic between the client and server will be visible in the Shimmy App.

If you encounter any path resolution issue, just use the absolute path.

Supported MCP Methods

Shimmy proxies and inspects MCP protocol messages. Below is the current coverage of MCP methods.

Client-to-Server Requests

Method Status
initialize Supported
ping Supported
tools/list Supported
tools/call Supported
resources/list Supported
resources/read Supported
prompts/list Supported
prompts/get Supported
resources/templates/list Supported
resources/subscribe Supported
resources/unsubscribe Supported
completion/complete Supported
logging/setLevel Supported

Client-to-Server Notifications

Method Status
notifications/initialized Supported
notifications/cancelled Supported
notifications/progress Not yet supported
notifications/roots/list_changed Not yet supported

Server-to-Client Requests

Method Status
ping Supported
elicitation/create Supported
sampling/createMessage Not yet supported
roots/list Not yet supported

Server-to-Client Notifications

Method Status
notifications/tools/list_changed Supported
notifications/cancelled Supported
notifications/progress Not yet supported
notifications/message Not yet supported
notifications/resources/updated Not yet supported
notifications/resources/list_changed Not yet supported
notifications/prompts/list_changed Not yet supported

Building from Source

Prerequisites

Build the CLI

cargo build --release -p shimmy-cli

The binary will be at target/release/shimmy-cli.

Build the App

cd tauri-app
npm install
npm run tauri build

License

MIT

README copy captured when this server was indexed; it may lag the repository. The original is authoritative.

Questions

About Shimmy

How do I install Shimmy?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Shimmy safe to use with an AI agent?

Its trust score is 30 out of 100 (low). It passes 1 of the 1 static security checks run so far. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Shimmy still maintained?

Yes — the last commit was 2 months ago. The repository has 11 stars and 0 forks.