CGraph

Cross-platform C++ DAG framework with a Python version, for running task graphs with no third-party dependencies.

IndexedMIT★ 2,314

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pip install pycgraph

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About

CGraph is a directed acyclic graph execution framework written in C++11 with no third-party dependencies. Users subclass GNode, implement run() and declare dependencies, and independent nodes run in parallel while dependent ones run in order. Pipelines support pause, resume and timeouts, and groups add conditional, loop and concurrent logic. A Python package named pycgraph exposes the pipeline APIs.

Use cases: agent-orchestration, data-pipelines

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Fact sheet

Languages: C++, PythonREADME
Packages: pycgraph (pypi)README
Orchestration: graphREADME
Maturity: Stablegithub.com

Facts extracted by Claude Haiku 5.5 from the linked sources on Oct 24, 2026. Wrong fact? Tell us.

Alternatives

Frameworks for the same language with a similar way of orchestrating agents.

Signals

Stars: 2,314
Forks: 391
Open issues: 13
Weekly downloads: 118
Last commit: Oct 24, 2026 (7 days ago)
Last release: Aug 15, 2026 (2 months ago)
Last package publish: Aug 15, 2026 (2 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Packages: pypi pycgraph
License: MIT
Repository: github.com/ChunelFeng/CGraph
Website: www.chunel.cn
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: README github-graphql

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Cite this page

CGraph. Agent Mart. https://agentmart.dev/harnesses/cgraph (last updated 2026-10-24)