Standalone mmp executable for managing multiple MCP servers from a loaded gateway config.

Apache-2.0Auto-check passedAgent Workflows

Install Mmp

skills CLI
$ npx skills add opensage-agent/opensage-adk --skill mmp -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install opensage-agent/opensage-adk mmp --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/opensage-agent/opensage-adk.git skills-src && mkdir -p .claude/skills && cp -r skills-src/src/opensage/bash_tools/mmp .claude/skills/mmp && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
mmp
GitHub stars
127
Token cost
~588 tokens
SKILL.md length
257 words
Files
2
Skills in repo
21
Repo updated
First seen
Licence
Apache-2.0

At a glance

Standalone mmp executable for managing multiple MCP servers from a loaded gateway config.

  • Tasks that involve MCP servers
  • SKILL.md covers Usage, Parameters, Return Value and Requires Sandbox, plus 1 more section
  • Runs Shell scripts from its folder

What it does

Mmp is an agent skill from opensage-agent/opensage-adk. Standalone mmp executable for managing multiple MCP servers from a loaded gateway config.

Its SKILL.md is about 590 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `deps/install.sh`).

It sits in Agent Workflows, covering MCP servers. It works with Model Context Protocol and Bash. The licence is Apache-2.0.

When your agent uses it

  • Tasks that involve MCP servers

Example prompts

  • “/mmp”

Requirements

  • A Bash shell

What it can do on your machine

Read from SKILL.md and the folder at commit 54d6470. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships script files (Shell), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Mmp loads about 588 tokens when it runs. Until then it costs about 24 tokens; SKILL.md has 257 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~24
When it runs · the whole SKILL.md, loaded when a task matches
~588

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from opensage-agent/opensage-adk at commit 54d6470, republished under its Apache-2.0 licence (© opensage-agent). 257 words, ~588 tokens.

Download SKILL.mdSave it as .claude/skills/mmp/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
mmp
description
Standalone `mmp` executable for managing multiple MCP servers from a loaded gateway config.
should_run_in_sandbox
main

MMP

Use the standalone mmp executable inside the main sandbox. mmp is a CLI-first MCP multiplexing proxy that supports http, sse, and stdio transports, persistent session handles, and session reuse across calls.

Usage

bash
mmp load gateway.toml
bash
mmp ls
bash
mmp call demo-http tools/list
bash
mmp call demo-stdio echo --arg '{"value":"hello"}'
bash
mmp call --id 9de6d26 resources/list
bash
mmp ps
bash
mmp rm --id 9de6d26
bash
mmp rm --all

Parameters

load (optional, positional position 0)

Type: subcommand

Load a TOML gateway config file and persist it as the active config for later mmp commands.

ls (optional, positional position 0)

Type: subcommand

List servers from the active loaded config.

call (optional, positional position 0)

Type: subcommand

Create a new persistent session or resume an existing session and call an MCP method.

ps (optional, positional position 0)

Type: subcommand

List tracked persistent sessions and their liveness.

rm (optional, positional position 0)

Type: subcommand

Remove one persistent session or all sessions.

path (optional, positional position 1)

Type: str

Gateway TOML path for mmp load.

server (optional, positional position 1)

Type: str

Server name from the active loaded config for mmp call <server> <method>.

method (optional, positional position 2)

Type: str

MCP method name such as tools/list or resources/list.

--arg (optional, named parameter)

Type: str

JSON string passed as arguments to mmp call.

--id (optional, named parameter)

Type: str

Existing session handle to resume with mmp call --id <id> <method> or remove with mmp rm --id <id>.

--all (optional, flag)

Type: bool (default: false)

Remove all tracked sessions with mmp rm --all.

Return Value

Returns the underlying mmp CLI stdout/stderr. mmp call often returns JSON, while load, ls, ps, and rm usually return human-readable text tables or status lines.

Requires Sandbox

main

Timeout

Default timeout: 60 seconds

© opensage-agent, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in src/opensage/bash_tools/mmp of opensage-agent/opensage-adk.

  • SKILL.md
  • deps/install.sh

Open the folder on GitHubat commit 54d6470

Compare with similar skills

Mmp next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Mmp compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Mmp this skillopensage-agent/opensage-adk127—~588Automated safety check: PassApache-2.0
Crush Configurationcharmbracelet/crush29k—~3.7kAutomated safety check: PassCustom licence
Record Demoapify/mcpc983—~3.3kAutomated safety check: NotesApache-2.0
Releasejgravelle/jcodemunch-mcp2.7k—~6.5kAutomated safety check: PassCustom licence
Mcpcapify/mcpc983—~3.5kAutomated safety check: PassApache-2.0
Tool Selectiondatabricks-solutions/ai-dev-kit1.9k—~519Automated safety check: PassCustom licence

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Categories

Questions about Mmp

What does Mmp do?

Standalone mmp executable for managing multiple MCP servers from a loaded gateway config. Mmp is an agent skill from opensage-agent/opensage-adk. Standalone mmp executable for managing multiple MCP servers from a loaded gateway config.

When should I use Mmp?

Mmp fits situations like: tasks that involve MCP servers.

How do I install Mmp in Claude Code?

Run `npx skills add opensage-agent/opensage-adk --skill mmp -a claude-code`. Or copy the skill folder (src/opensage/bash_tools/mmp in opensage-agent/opensage-adk) into .claude/skills/mmp in your project. Claude Code loads it when a task matches its description.

How do I install Mmp in Codex?

Run `npx skills add opensage-agent/opensage-adk --skill mmp -a codex`. Or copy the skill folder (src/opensage/bash_tools/mmp in opensage-agent/opensage-adk) into .agents/skills/mmp in your project. Codex loads it when a task matches its description.

Can I use Mmp in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add opensage-agent/opensage-adk --skill mmp -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mmp, .gemini/skills/mmp, .github/skills/mmp and .opencode/skills/mmp in your project.

What does Mmp need to run?

Going by SKILL.md and its folder, Mmp needs a shell for the scripts in its folder. Our summary lists: A Bash shell.

Does Mmp access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Mmp safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Mmp use?

Mmp is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Mmp use?

About 588 tokens (SKILL.md is roughly 2.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Mmp?

Skills that share tags, products or a category with Mmp: Crush Configuration (charmbracelet/crush, 29k stars), Record Demo (apify/mcpc, 983 stars), Release (jgravelle/jcodemunch-mcp, 2.7k stars) and Mcpc (apify/mcpc, 983 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Mmp?

opensage-agent (a GitHub organization) maintains it in opensage-agent/opensage-adk, which has 127 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on August 4, 2026.

Source: opensage-agent/opensage-adk on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.