MS-Agent

MS-Agent is an open-source agent framework that builds productivity assistants for complex tasks.

MS-Agent is a modular, extensible open-source agent framework built for complex, long-running tasks. It combines models, tools, skills, and sub-agents to build productivity assistants tailored to specific work requirements. The system manages planning, context, permissions, and execution feedback, while project memory and autonomous scheduling keep complex tasks moving forward. A shared Python SDK handles execution and management for the command-line interface, terminal user interface, and web user interface, allowing users to reuse agent logic and extensions across terminals, browser workspaces, and business applications. It is designed for developers building customized AI agents and automated workflows.

MS-Agent at a glance

Best for: Software engineer, Researcher
Runs on: Web, CLI, self-hosted, open source
Pricing: Free
Released: August 2023
Category: AI agent tool
Website: github.com/modelscope/ms-agent

Key features

Manage agent workspace files locally and in remote repositories
Monitor token usage and compress context automatically
Perform intelligent knowledge retrieval over local codebases
Process image, video, and other multimodal inputs
Execute complex code generation and animated video workflows
Support financial research and data collection via Akshare and Baostock
Orchestrate workflows using DagWorkflow and Ray

Use it for

Conduct deep research and generate downloadable reports
Generate complex code and software solutions
Build animated video generation workflows
Perform financial research and data collection

Alternatives to MS-Agent

II-Agent — It provides a fully open-source, transparent, and auditable agent foundation.
MyAgent — It features built-in permission controls, long-term memory, and skill self-evolution.
Agenta — Build and automate AI agents that run on your own infrastructure or the cloud.
FastGPT — It uses hybrid retrieval and auto-cleansed data to prevent hallucinations.
OWL — Ranks first among open-source frameworks on the GAIA benchmark with a score of 69.09.
Composio — Equips AI agents with tools, managed user auth, and sandboxes across 1,500+ apps
OpenSquilla — Maximizes AI intelligence density while minimizing token costs through smart routing.
OpenBot — Runs entirely on your own infrastructure with strict document permissions and custom.
Rakazo — Complete ownership of data, models, and execution environment.
BrowserOS — Runs entirely locally and lets AI agents use real user logins to complete tasks.
Muse Office — It organizes AI specialist teams and creates a central dashboard for oversight.
Yao — Self-hosted agent platform with task tracking on centralized boards.

All MS-Agent alternatives