modelscope/ms-agent

MS-Agent: a lightweight framework to empower agentic execution of complex tasks

83
/ 100
Verified

# Technical Summary Implements autonomous agent execution through MCP (Model Calling Protocol) support with tool-calling capabilities, featuring specialized workflows for deep research, code generation, and video synthesis. Provides context compression with token monitoring, multimodal input handling (image/video), and knowledge search integration via Sirchmunk for retrieval over local codebases. Architecture includes memory systems for long/short-term persistence, DAG-based workflow orchestration, and sandbox execution via ms-enclave for secure code evaluation.

4,074 stars and 1,021 monthly downloads. Actively maintained with 8 commits in the last 30 days. Available on PyPI.

Maintenance 20 / 25
Adoption 17 / 25
Maturity 25 / 25
Community 21 / 25

How are scores calculated?

Stars

4,074

Forks

475

Language

Python

License

Apache-2.0

Last pushed

Mar 17, 2026

Monthly downloads

1,021

Commits (30d)

8

Dependencies

9

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/agents/modelscope/ms-agent"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.