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🧲 Magg - The MCP Aggregator

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A Model Context Protocol server that manages, aggregates, and proxies other MCP servers, enabling LLMs to dynamically extend their own capabilities.

What is Magg?

Magg is a meta-MCP server that acts as a central hub for managing multiple MCP servers. It provides tools that allow LLMs to:

  • Search for new MCP servers and discover setup instructions

  • Add and configure MCP servers dynamically

  • Enable/disable servers on demand

  • Aggregate tools from multiple servers under unified prefixes

  • Persist configurations across sessions

Think of Magg as a "package manager for LLM tools" - it lets AI assistants install and manage their own capabilities at runtime.

Related MCP server: Magg

Features

  • Self-Service Tool Management: LLMs can search for and add new MCP servers without human intervention.

  • Dynamic Configuration Reloading: Automatically detects and applies config changes without restarting.

  • Automatic Tool Proxying: Tools from added servers are automatically exposed with configurable prefixes.

  • ProxyMCP Tool: A built-in tool that proxies the MCP protocol to itself, for clients that don't support notifications or dynamic tool updates (which is most of them currently).

  • Smart Configuration: Uses MCP sampling to intelligently configure servers from just a URL.

  • Persistent Configuration: Maintains server configurations in .magg/config.json.

  • Multiple Transport Support: Works with stdio, HTTP, and in-memory transports.

  • Bearer Token Authentication: Optional RSA-based JWT authentication for secure HTTP access.

  • Docker Support: Pre-built images for production, staging, and development workflows.

  • Health Monitoring: Built-in magg_status and magg_check tools for server health checks.

  • Real-time Messaging: Full support for MCP notifications and messages - receive tool/resource updates and progress notifications from backend servers.

  • Python 3.12+ Support: Fully compatible with Python 3.12 and 3.13.

  • Kit Management: Bundle related MCP servers into kits for easy loading/unloading as a group.

  • MBro CLI: Included MCP Browser for interactive exploration and management of MCP servers, with script support for automation.

Installation

Prerequisites

  • Python 3.12 or higher (3.13+ recommended)

  • uv (recommended) - Install from astral.sh/uv

The easiest way to install Magg is as a tool using uv:

# Install Magg as a tool
uv tool install magg

# Run with stdio transport (for Claude Desktop, Cline, etc.)
magg serve

# Run with HTTP transport (for system-wide access)
magg serve --http

Alternative: Run Directly from GitHub

You can also run Magg directly from GitHub without installing:

# Run with stdio transport
uvx --from git+https://github.com/sitbon/magg.git magg

# Run with HTTP transport
uvx --from git+https://github.com/sitbon/magg.git magg serve --http

Local Development

For development, clone the repository and install in editable mode:

# Clone the repository
git clone https://github.com/sitbon/magg.git
cd magg

# Install in development mode with dev dependencies
uv sync --dev

# Or with poetry
poetry install --with dev

# Run the CLI
magg --help

Docker

Magg is available as pre-built Docker images from GitHub Container Registry:

# Run production image (WARNING log level)
docker run -p 8000:8000 ghcr.io/sitbon/magg:latest

# Run with authentication (mount or set private key)
docker run -p 8000:8000 \
  -v ~/.ssh/magg:/home/magg/.ssh/magg:ro \
  ghcr.io/sitbon/magg:latest

# Or with environment variable
docker run -p 8000:8000 \
  -e MAGG_PRIVATE_KEY="$(cat ~/.ssh/magg/magg.key)" \
  ghcr.io/sitbon/magg:latest

# Run beta image (INFO log level)
docker run -p 8000:8000 ghcr.io/sitbon/magg:beta

# Run with custom config directory
docker run -p 8000:8000 \
  -v /path/to/config:/home/magg/.magg \
  ghcr.io/sitbon/magg:latest

Docker Image Strategy

Magg uses a multi-stage Docker build with three target stages:

  • pro (Production): Minimal image with WARNING log level, suitable for production deployments

  • pre (Pre-production): Same as production but with INFO log level for staging/testing (available but not published)

  • dev (Development): Includes development dependencies and DEBUG logging for troubleshooting

Images are automatically published to GitHub Container Registry with the following tags:

  • Version tags (from main branch): 1.2.3, 1.2, dev, 1.2-dev, 1.2-dev-py3.12, etc.

  • Branch tags (from beta branch): beta, beta-dev

  • Python-specific dev tags: beta-dev-py3.12, beta-dev-py3.13, etc.

Pull requests build and test images but do not publish them unless a maintainer adds the push-image label, which publishes ephemeral pr-NN / pr-NN-dev tags (same-repo PRs only). Ephemeral pr-* tags and untagged manifests are cleaned up weekly; version tags are kept forever, so pinned deployments are never affected.

Docker Compose

For easier management, use Docker Compose:

# Clone the repository
git clone https://github.com/sitbon/magg.git
cd magg

# Run production version
docker compose up magg

# Run staging version (on port 8001)
docker compose up magg-beta

# Run development version (on port 8008)
# This uses ./.magg/config.json for configuration
docker compose up magg-dev

# Build and run with custom registry
REGISTRY=my.registry.com docker compose build
REGISTRY=my.registry.com docker compose push

See compose.yaml and .env.example for configuration options.

Usage

Running Magg

Magg can run in three modes:

  1. Stdio Mode (default) - For integration with Claude Desktop, Cline, Cursor, etc.:

    magg serve
  2. HTTP Mode - For system-wide access or web integrations:

    magg serve --http --port 8000
  3. Hybrid Mode - Both stdio and HTTP simultaneously:

    magg serve --hybrid
    magg serve --hybrid --port 8080  # Custom port

    This is particularly useful when you want to use Magg through an MCP client while also allowing HTTP access. For example:

    With Claude Code:

    # Configure Claude Code to use Magg in hybrid mode
    claude mcp add magg -- magg serve --hybrid --port 42000

    With mbro:

    # mbro hosts Magg and connects via stdio
    mbro connect magg "magg serve --hybrid --port 8080"
    
    # Other mbro instances can connect via HTTP
    mbro connect magg http://localhost:8080

Available Tools

Once Magg is running, it exposes the following tools to LLMs:

  • magg_list_servers - List all configured MCP servers

  • magg_add_server - Add a new MCP server

  • magg_remove_server - Remove a server

  • magg_enable_server / magg_disable_server - Toggle server availability

  • magg_search_servers - Search for MCP servers online

  • magg_list_tools - List all available tools from all servers

  • magg_smart_configure - Intelligently configure a server from a URL

  • magg_analyze_servers - Analyze configured servers and suggest improvements

  • magg_status - Get server and tool statistics

  • magg_check - Health check servers with repair actions (report/remount/unmount/disable)

  • magg_reload_config - Reload configuration from disk and apply changes

  • magg_load_kit - Load a kit and its servers into the configuration

  • magg_unload_kit - Unload a kit and optionally its servers from the configuration

  • magg_list_kits - List all available kits with their status

  • magg_kit_info - Get detailed information about a specific kit

Quick Inspection with MBro

Magg includes the mbro (MCP Browser) CLI tool for interactive exploration. A unique feature is the ability to connect to Magg in stdio mode for quick inspection:

# Connect mbro to a Magg instance via stdio (no HTTP server needed)
mbro connect local-magg magg serve

# Now inspect your Magg setup from the MCP client perspective
mbro:local-magg> call magg_status
mbro:local-magg> call magg_list_servers

MBro also supports:

  • Scripts: Create .mbro files with commands for automation

  • Shell-style arguments: Use key=value syntax instead of JSON

  • Tab completion: Rich parameter hints after connecting

See the MBro Documentation for details.

Authentication

Magg supports optional bearer token authentication to secure access:

Quick Start

  1. Initialize authentication (creates RSA keypair):

    magg auth init
  2. Generate a JWT token for clients:

    # Generate token (displays on screen)
    magg auth token
    
    # Export as environment variable
    export MAGG_JWT=$(magg auth token -q)
  3. Connect with authentication:

    • Using MaggClient (auto-loads from MAGG_JWT):

      from magg.client import MaggClient
      
      async def main():
          async with MaggClient("http://localhost:8000/mcp") as client:
              tools = await client.list_tools()
    • Using FastMCP with explicit token:

      from fastmcp import Client
      from fastmcp.client import BearerAuth
      
      jwt_token = "your-jwt-token-here"
      async with Client("http://localhost:8000/mcp", auth=BearerAuth(jwt_token)) as client:
          tools = await client.list_tools()

Key Management

  • Keys are stored in ~/.ssh/magg/ by default

  • Private key can be set via MAGG_PRIVATE_KEY environment variable

  • To disable auth, remove keys or set non-existent key_path in .magg/auth.json

Authentication Commands

  • magg auth init - Initialize authentication (generates RSA keypair)

  • magg auth status - Check authentication configuration

  • magg auth token - Generate JWT token

  • magg auth public-key - Display public key (for verification)

  • magg auth private-key - Display private key (for backup)

See examples/authentication.py for more usage patterns.

Configuration

Magg stores its configuration in .magg/config.json in your current working directory. This allows for project-specific tool configurations.

Dynamic Configuration Reloading

Magg supports automatic configuration reloading without requiring a restart:

  • Automatic file watching: Detects changes to config.json and reloads automatically (uses watchdog when available)

  • SIGHUP signal: Send kill -HUP <pid> to trigger immediate reload (Unix-like systems)

  • MCP tool: Use magg_reload_config tool from any MCP client

  • Smart transitions: Only affected servers are restarted during reload

Configuration reload is enabled by default. You can control it with:

  • MAGG_AUTO_RELOAD=false - Disable automatic reloading

  • MAGG_RELOAD_POLL_INTERVAL=5.0 - Set polling interval in seconds (when watchdog unavailable)

See Configuration Reload Documentation for detailed information.

Environment Variables

Magg supports several environment variables for configuration:

  • MAGG_CONFIG_PATH - Path to config file (default: .magg/config.json)

  • MAGG_LOG_LEVEL - Logging level: DEBUG, INFO, WARNING, ERROR, CRITICAL (default: INFO)

  • MAGG_STDERR_SHOW=1 - Show stderr output from subprocess MCP servers (default: suppressed)

  • MAGG_AUTO_RELOAD - Enable/disable config auto-reload (default: true)

  • MAGG_RELOAD_POLL_INTERVAL - Config polling interval in seconds (default: 1.0)

  • MAGG_READ_ONLY=true - Run in read-only mode

  • MAGG_SELF_PREFIX - Prefix for Magg tools (default: "magg"). Tools will be named as {prefix}{sep}{tool} (e.g., magg_list_servers)

  • MAGG_PREFIX_SEP - Separator between Magg's prefix and its tool names (default: "_"). Backend server tools always use _

  • MAGG_BACKEND_INIT_TIMEOUT - Seconds to wait for a backend server to start before giving up on it (default: 30, 0 waits forever)

Example configuration:

{
  "servers": {
    "calculator": {
      "name": "calculator",
      "source": "https://github.com/executeautomation/calculator-mcp",
      "command": "npx @executeautomation/calculator-mcp",
      "prefix": "calc",
      "enabled": true
    }
  }
}

Adding Servers

Servers can be added in several ways:

  1. Using the LLM (recommended):

    "Add the Playwright MCP server"
    "Search for and add a calculator tool"
  2. Manual configuration via magg_add_server:

    name: playwright
    url: https://github.com/microsoft/playwright-mcp
    command: npx @playwright/mcp@latest
    prefix: pw
  3. The magg server CLI (see below)

  4. Direct config editing: Edit .magg/config.json directly

Managing Servers from the CLI

Server and kit configuration can be managed entirely from the command line — no MCP client or running server required. The CLI edits .magg/config.json directly, and a running Magg instance picks up the changes automatically via config reload. (Tools that require a live server, like magg_search_servers, magg_check, and magg_smart_configure, remain available through any MCP client such as mbro.)

# List servers (human-readable, or JSON on stdout for scripting)
magg server list
magg server list --json

# Add a server
magg server add playwright https://github.com/microsoft/playwright-mcp \
    --command "npx @playwright/mcp@latest" --prefix pw

# Add a server without enabling it, with transport options
magg server add web https://example.com/web --uri http://localhost:9000/mcp \
    --transport '{"keep_alive": false}' --disable

# Update an existing server (pass '' to clear an optional field)
magg server update playwright --prefix play --notes "Browser automation"
magg server update playwright --command "npx @playwright/mcp@next"
magg server update playwright --notes ""

# Enable / disable / inspect / remove
magg server enable playwright
magg server disable playwright
magg server info playwright --json
magg server remove playwright

Real-time Notifications with MaggClient

The MaggClient now supports real-time notifications from backend MCP servers:

from magg import MaggClient, MaggMessageHandler

# Using callbacks
handler = MaggMessageHandler(
    on_tool_list_changed=lambda n: print("Tools changed!"),
    on_progress=lambda n: print(f"Progress: {n.params.progress}")
)

async with MaggClient("http://localhost:8000/mcp", message_handler=handler) as client:
    # Client will receive notifications while connected
    tools = await client.list_tools()

See Messaging Documentation for advanced usage including custom message handlers.

Kit Management

Magg supports organizing related MCP servers into "kits" - bundles that can be loaded and unloaded as a group:

# List available kits
magg kit list

# Load a kit (adds all its servers)
magg kit load web-tools

# Unload a kit (removes servers only in that kit)
magg kit unload web-tools

# Get information about a kit
magg kit info web-tools

# Export the current configuration (or a loaded kit) as a kit file
magg kit export --name my-kit --output my-kit.json

When unloading a kit, servers that belong only to that kit are removed, while servers shared with other kits are kept.

You can also manage kits programmatically through Magg's tools when connected via an MCP client:

  • magg_list_kits - List all available kits

  • magg_load_kit - Load a kit and its servers

  • magg_unload_kit - Unload a kit

  • magg_kit_info - Get detailed kit information

Kits are JSON files stored in ~/.magg/kit.d/ or .magg/kit.d/ that define a collection of related servers. See Kit Documentation for details on creating and managing kits.

MBro Scripts

Automate common workflows with MBro scripts:

# Create a setup script
cat > setup.mbro <<EOF
# Connect to Magg and check status
connect magg magg serve
call magg_status
call magg_list_servers

# Add a new server if needed
call magg_add_server name=calculator source="npx -y @modelcontextprotocol/server-calculator"
EOF

# Run the script
mbro -x setup.mbro

MCP 2026-07-28 (Stateless Spec)

The MCP 2026-07-28 spec moves the protocol to a stateless request/response core. Magg's take: something still has to own long-lived stdio subprocesses, backend connections, and tool-list caching — and that's exactly the layer an aggregator provides. See Magg and the Stateless MCP Spec for the impact analysis and migration plan, including how Magg bridges pre-2026 (stateful) backends to stateless-era clients and how hierarchical Magg deployments fit in.

Documentation

For more documentation, see docs/.

Appearances

Magg appears in multiple locations. Please feel free to submit a PR to add more appearances below in alphabetical order.

Listing, Index, and other MCP Sites

Magg ships a server.json manifest for the official MCP Registry (as io.github.sitbon/magg), and magg_search_servers queries the registry as a first-class discovery source alongside Glama, GitHub, and npm. See MCP Registry Documentation for publishing instructions.

mcp-name: io.github.sitbon/magg

Awesome GitHub MCP Lists

Available Tools

16 tools
magg_add_serverC

Add a new MCP server.

NameRequiredDescriptionDefault
cwdNoWorking directory (for commands)
envNoEnvironment variables (dict or JSON string)
uriNoURI for HTTP servers
nameYesUnique server name
notesNoSetup notes
enableNoWhether to enable the server immediately (default: True)
prefixNoTool prefix (default: none, tools keep their original names)
sourceYesURL of the server package/repository
commandNoFull command to run (e.g., 'python server.py', 'npx @playwright/mcp@latest')
transportNoTransport-specific configuration (dict or JSON string) Common options for all command-based servers: - `keep_alive` (boolean): Keep the process alive between requests (default: true) Python servers (command="python"): - `python_cmd` (string): Python executable path (default: sys.executable) Node.js servers (command="node"): - `node_cmd` (string): Node executable path (default: "node") NPX servers (command="npx"): - `use_package_lock` (boolean): Use package-lock.json if present (default: true) UVX servers (command="uvx"): - `python_version` (string): Python version to use (e.g., "3.13") - `with_packages` (array): Additional packages to install - `from_package` (string): Install tool from specific package HTTP/SSE servers (uri-based): - `headers` (object): HTTP headers to include - `auth` (string): Authentication method ("oauth" or bearer token) - `sse_read_timeout` (number): Timeout for SSE reads in seconds Examples: - Python: `{"keep_alive": false, "python_cmd": "/usr/bin/python3"}` - UVX: `{"python_version": "3.11", "with_packages": ["requests", "pandas"]}` - HTTP: `{"headers": {"Authorization": "Bearer token123"}, "sse_read_timeout": 30}`

Output Schema

NameRequiredDescription
errorsNo
outputNo
magg_analyze_serversB

Analyze configured servers and provide insights using LLM.

NameRequiredDescriptionDefault

No parameters

magg_checkC

Check health of all mounted servers and handle unresponsive ones.

NameRequiredDescriptionDefault
actionNoAction to take for unresponsive servers: 'report' (default), 'remount', 'unmount', or 'disable'report
timeoutNoTimeout in seconds for health check per server

Output Schema

NameRequiredDescription
errorsNo
outputNo
magg_disable_serverC

Disable a server.

NameRequiredDescriptionDefault
nameYesServer name to disable

Output Schema

NameRequiredDescription
errorsNo
outputNo
magg_enable_serverC

Enable a server.

NameRequiredDescriptionDefault
nameYesServer name to enable

Output Schema

NameRequiredDescription
errorsNo
outputNo
magg_kit_infoC

Get detailed information about a specific kit.

NameRequiredDescriptionDefault
nameYesKit name to get information about

Output Schema

NameRequiredDescription
errorsNo
outputNo
magg_list_kitsA

List all available kits with their status.

NameRequiredDescriptionDefault

No parameters

Output Schema

NameRequiredDescription
errorsNo
outputNo
magg_list_serversA

List all configured servers.

Unlike the /servers/all resource, this tool also provides the runtime status of each server (mounted or not).

NameRequiredDescriptionDefault

No parameters

Output Schema

NameRequiredDescription
errorsNo
outputNo
magg_load_kitB

Load a kit and its servers into the configuration.

NameRequiredDescriptionDefault
nameYesKit name to load (filename without .json)

Output Schema

NameRequiredDescription
errorsNo
outputNo
magg_reload_configA

Reload configuration from disk and apply changes.

This will:

  1. Re-read the configuration file

  2. Detect changes (added/removed/modified servers)

  3. Apply changes by mounting/unmounting servers as needed

Note: This operation may briefly interrupt service for affected servers. Config reload can also be triggered via SIGHUP signal on Unix systems.

NameRequiredDescriptionDefault

No parameters

Output Schema

NameRequiredDescription
errorsNo
outputNo
magg_remove_serverB

Remove a server.

NameRequiredDescriptionDefault
nameYesServer name to remove

Output Schema

NameRequiredDescription
errorsNo
outputNo
magg_search_serversC

Search for MCP servers online.

NameRequiredDescriptionDefault
limitNoMaximum number of results to return per search source
queryYesSearch query for MCP servers

Output Schema

NameRequiredDescription
errorsNo
outputNo
magg_smart_configureA

Use LLM sampling to intelligently configure and add a server from a URL.

This tool performs the complete workflow:

  1. Collects metadata about the source URL

  2. Uses LLM sampling (if context provided) to generate optimal configuration

  3. Automatically adds the server to your configuration

Note: This requires an LLM context for intelligent configuration. Without LLM context, it falls back to basic metadata-based heuristics. For generating configuration prompts without sampling, use configure_server_prompt.

NameRequiredDescriptionDefault
sourceYesURL of the server package/repository
allow_addNoWhether to automatically add the server after configuration (default: False)
server_nameNoOptional server name (auto-generated if not provided)

Output Schema

NameRequiredDescription
errorsNo
outputNo
magg_statusB

Get basic Magg server status and statistics.

NameRequiredDescriptionDefault

No parameters

Output Schema

NameRequiredDescription
errorsNo
outputNo
magg_unload_kitB

Unload a kit and optionally its servers from the configuration.

NameRequiredDescriptionDefault
nameYesKit name to unload

Output Schema

NameRequiredDescription
errorsNo
outputNo
proxyB

Main proxy tool for dynamic access to mounted MCP servers.

This tool provides a unified interface for:

  • Listing available tools, resources, or prompts across servers

  • Getting detailed info about specific capabilities

  • Calling tools, reading resources, or getting prompts

Annotations are used to provide rich type information for results, which can generally be expected to ultimately include JSON-encoded EmbeddedResource results that can be interpreted by the client.

NameRequiredDescriptionDefault
argsNoArguments for a 'call' action (call tool, read resource, or get prompt). Can be a dict or JSON string.
pathNoName or URI of the specific tool/resource/prompt (with FastMCP prefixing). Required for 'info' and 'call' actions; not allowed for 'list'.
typeYesType of MCP capability to interact with: tool, resource, or prompt.
limitNoMaximum number of items to return (for 'list' action only). Default: 100
actionYesAction to perform: list, info, or call.
offsetNoNumber of items to skip (for 'list' action only). Default: 0
filter_serverNoFilter results by server name prefix (for 'list' action only)

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 2 tool updatesv1.3.0
    • Changedmagg_add_server1 field changed
      • changedInput schema / properties / prefix / description
        Previous value: -"Tool prefix (defaults to conformed server name)"New value: +"Tool prefix (default: none, tools keep their original names)"
    • Changedproxy1 field changed
      • changedInput schema / properties / path / description
        Previous value: -"Name or URI of the specific tool/resource/prompt (with FastMCP prefixing).\nNot allowed for 'list' and 'info' actions."New value: +"Name or URI of the specific tool/resource/prompt (with FastMCP prefixing).\nRequired for 'info' and 'call' actions; not allowed for 'list'."
  2. 16 tool updatesv1.1.0
    • Changedmagg_add_server14 fields changed
      • addedInput schema / additionalProperties
        Added value: +false
      • removedInput schema / properties / command / title
        Removed value: -"Command"
      • removedInput schema / properties / cwd / title
        Removed value: -"Cwd"
      • removedInput schema / properties / enable / title
        Removed value: -"Enable"
      • removedInput schema / properties / env / title
        Removed value: -"Env"
      • removedInput schema / properties / name / title
        Removed value: -"Name"
      • removedInput schema / properties / notes / title
        Removed value: -"Notes"
      • removedInput schema / properties / prefix / title
        Removed value: -"Prefix"
      • removedInput schema / properties / source / title
        Removed value: -"Source"
      • removedInput schema / properties / transport / title
        Removed value: -"Transport"
      • removedInput schema / properties / uri / title
        Removed value: -"Uri"
      • removedOutput schema / properties / errors / title
        Removed value: -"Errors"
      • removedOutput schema / properties / output / title
        Removed value: -"Output"
      • removedOutput schema / title
        Removed value: -"MaggResponse"
    • Changedmagg_analyze_servers1 field changed
      • addedInput schema / additionalProperties
        Added value: +false
    • Changedmagg_check6 fields changed
      • addedInput schema / additionalProperties
        Added value: +false
      • removedInput schema / properties / action / title
        Removed value: -"Action"
      • removedInput schema / properties / timeout / title
        Removed value: -"Timeout"
      • removedOutput schema / properties / errors / title
        Removed value: -"Errors"
      • removedOutput schema / properties / output / title
        Removed value: -"Output"
      • removedOutput schema / title
        Removed value: -"MaggResponse"
    • Changedmagg_disable_server5 fields changed
      • addedInput schema / additionalProperties
        Added value: +false
      • removedInput schema / properties / name / title
        Removed value: -"Name"
      • removedOutput schema / properties / errors / title
        Removed value: -"Errors"
      • removedOutput schema / properties / output / title
        Removed value: -"Output"
      • removedOutput schema / title
        Removed value: -"MaggResponse"
    • Changedmagg_enable_server5 fields changed
      • addedInput schema / additionalProperties
        Added value: +false
      • removedInput schema / properties / name / title
        Removed value: -"Name"
      • removedOutput schema / properties / errors / title
        Removed value: -"Errors"
      • removedOutput schema / properties / output / title
        Removed value: -"Output"
      • removedOutput schema / title
        Removed value: -"MaggResponse"
    • Changedmagg_kit_info5 fields changed
      • addedInput schema / additionalProperties
        Added value: +false
      • removedInput schema / properties / name / title
        Removed value: -"Name"
      • removedOutput schema / properties / errors / title
        Removed value: -"Errors"
      • removedOutput schema / properties / output / title
        Removed value: -"Output"
      • removedOutput schema / title
        Removed value: -"MaggResponse"
    • Changedmagg_list_kits4 fields changed
      • addedInput schema / additionalProperties
        Added value: +false
      • removedOutput schema / properties / errors / title
        Removed value: -"Errors"
      • removedOutput schema / properties / output / title
        Removed value: -"Output"
      • removedOutput schema / title
        Removed value: -"MaggResponse"
    • Changedmagg_list_servers4 fields changed
      • addedInput schema / additionalProperties
        Added value: +false
      • removedOutput schema / properties / errors / title
        Removed value: -"Errors"
      • removedOutput schema / properties / output / title
        Removed value: -"Output"
      • removedOutput schema / title
        Removed value: -"MaggResponse"
    • Changedmagg_load_kit5 fields changed
      • addedInput schema / additionalProperties
        Added value: +false
      • removedInput schema / properties / name / title
        Removed value: -"Name"
      • removedOutput schema / properties / errors / title
        Removed value: -"Errors"
      • removedOutput schema / properties / output / title
        Removed value: -"Output"
      • removedOutput schema / title
        Removed value: -"MaggResponse"
    • Changedmagg_reload_config4 fields changed
      • addedInput schema / additionalProperties
        Added value: +false
      • removedOutput schema / properties / errors / title
        Removed value: -"Errors"
      • removedOutput schema / properties / output / title
        Removed value: -"Output"
      • removedOutput schema / title
        Removed value: -"MaggResponse"
    • Changedmagg_remove_server5 fields changed
      • addedInput schema / additionalProperties
        Added value: +false
      • removedInput schema / properties / name / title
        Removed value: -"Name"
      • removedOutput schema / properties / errors / title
        Removed value: -"Errors"
      • removedOutput schema / properties / output / title
        Removed value: -"Output"
      • removedOutput schema / title
        Removed value: -"MaggResponse"
    • Changedmagg_search_servers6 fields changed
      • addedInput schema / additionalProperties
        Added value: +false
      • removedInput schema / properties / limit / title
        Removed value: -"Limit"
      • removedInput schema / properties / query / title
        Removed value: -"Query"
      • removedOutput schema / properties / errors / title
        Removed value: -"Errors"
      • removedOutput schema / properties / output / title
        Removed value: -"Output"
      • removedOutput schema / title
        Removed value: -"MaggResponse"
    • Changedmagg_smart_configure7 fields changed
      • addedInput schema / additionalProperties
        Added value: +false
      • removedInput schema / properties / allow_add / title
        Removed value: -"Allow Add"
      • removedInput schema / properties / server_name / title
        Removed value: -"Server Name"
      • removedInput schema / properties / source / title
        Removed value: -"Source"
      • removedOutput schema / properties / errors / title
        Removed value: -"Errors"
      • removedOutput schema / properties / output / title
        Removed value: -"Output"
      • removedOutput schema / title
        Removed value: -"MaggResponse"
    • Changedmagg_status4 fields changed
      • addedInput schema / additionalProperties
        Added value: +false
      • removedOutput schema / properties / errors / title
        Removed value: -"Errors"
      • removedOutput schema / properties / output / title
        Removed value: -"Output"
      • removedOutput schema / title
        Removed value: -"MaggResponse"
    • Changedmagg_unload_kit5 fields changed
      • addedInput schema / additionalProperties
        Added value: +false
      • removedInput schema / properties / name / title
        Removed value: -"Name"
      • removedOutput schema / properties / errors / title
        Removed value: -"Errors"
      • removedOutput schema / properties / output / title
        Removed value: -"Output"
      • removedOutput schema / title
        Removed value: -"MaggResponse"
    • Changedproxy8 fields changed
      • addedInput schema / additionalProperties
        Added value: +false
      • removedInput schema / properties / action / title
        Removed value: -"Action"
      • removedInput schema / properties / args / title
        Removed value: -"Args"
      • removedInput schema / properties / filter_server / title
        Removed value: -"Filter Server"
      • removedInput schema / properties / limit / title
        Removed value: -"Limit"
      • removedInput schema / properties / offset / title
        Removed value: -"Offset"
      • removedInput schema / properties / path / title
        Removed value: -"Path"
      • removedInput schema / properties / type / title
        Removed value: -"Type"
  3. 16 tool updatesv1.0.0
    • First observedmagg_add_server
    • First observedmagg_analyze_servers
    • First observedmagg_check
    • First observedmagg_disable_server
    • First observedmagg_enable_server
    • First observedmagg_kit_info
    • First observedmagg_list_kits
    • First observedmagg_list_servers
    • First observedmagg_load_kit
    • First observedmagg_reload_config
    • First observedmagg_remove_server
    • First observedmagg_search_servers
    • First observedmagg_smart_configure
    • First observedmagg_status
    • First observedmagg_unload_kit
    • First observedproxy

TDQS

B3.3/5.0

Scored across 16 tools

Disambiguation4/5

Most tools target distinct resources or actions (server vs kit vs config vs proxy), and descriptions help separate status, check, and analyze. Minor overlap remains between the broad proxy tool, magg_list_servers, and health/status tools, which could cause slight hesitation.

Naming Consistency4/5

Nearly all management tools use a consistent snake_case with the magg_ prefix and mostly follow a verb_noun pattern. Deviations include the unprefixed proxy tool and names like magg_kit_info, magg_status, magg_check, and magg_smart_configure that do not strictly follow verb_noun.

Tool Count4/5

At 16 tools, the surface is slightly above the typical 3-15 range but reasonable for an MCP proxy with server, kit, config, and health management. Each tool maps to a distinct operation, though a few could potentially be consolidated.

Completeness4/5

The set covers core server lifecycle (add/remove/list/enable/disable/search), kit lifecycle, config reload, health checks, and proxy access. Minor gaps include no explicit update/edit-server tool and no get-server-detail operation, but these can be worked around.

Maintenance

ActivitySlowing
ResponsivenessLimited data

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