Pre-release

This release is a pre-release and may not be stable for production use.

ControlMesh

ControlMesh is a local-first, chat-native task runtime for official coding CLIs. It connects Claude, Codex, Gemini, OpenCode, and configured providers to persistent workspaces, background tasks, multi-agent coordination, messaging transports, and operational tools.

What

ControlMesh lets you:

  • work interactively in an enhanced local terminal;
  • run the legacy bot runtime through Feishu, Telegram, WeChat, Matrix, and compatible transports;
  • create persistent background tasks that can ask for input, resume, recover, and deliver results;
  • coordinate bounded multi-agent topologies on a shared Python runtime;
  • inspect tasks, providers, events, topologies, and artifacts through a local read-only Web dashboard.

Python remains the authoritative runtime. The TypeScript workspace provides public protocol models, runtime validation, an SDK, and the local dashboard.

Quick Start

Install the released CLI:

pipx install controlmesh
controlmesh

controlmesh opens the enhanced terminal. Use /cm for provider-native mode and /back to return. Start the legacy messaging runtime with:

controlmesh bot

Develop from source:

git clone https://github.com/muqiao215/ControlMesh.git
cd ControlMesh
uv sync --locked --all-extras --dev
uv run controlmesh

Verify the toolchain:

python scripts/doctor_toolchain.py --strict --require-bun

Evaluate the read-only Alpha from an isolated install:

pipx install --suffix=-alpha "controlmesh[api]==0.42.0a1"
controlmesh-alpha api serve

Open the printed local dashboard URL and enter the printed bearer token. The Alpha server binds only to 127.0.0.1 and exposes read-only /api/v1 routes; see the read-only Alpha guide for the complete five-minute flow.

Documentation

Contributors and coding agents should begin with AGENTS.md.

Status

The Python terminal, bot, task, provider, memory, transport, and multi-agent runtime is the stable core. The authenticated /api/v1 facade, TypeScript SDK, and local Web dashboard are an additive read-only product layer. TypeScript task mutation and runtime replacement remain blocked until Python golden parity and rollback gates exist.

License

MIT. See LICENSE.

Project links

Data verified by PyPI on Aug 7, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

Key dates

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  • Released:
Stable release available (0.41.9)

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for muqiao from gravatar.com muqiao

Credits

Author: muqiao215

GitHub Statistics

Data verified by PyPI on Aug 7, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License expression

MIT
View SPDX License List

Requires

Python >=3.11

Provides Extra

api dev lint matrix openai-agents test

Tags

agent ai automation bot claude cli codex controlmesh streaming telegram

Classifiers

Report project as malware

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