mcp-server

Reliable Agents with Agentscope

Name: Reliable Agents with Agentscope
Author: agentscope-ai

Build trustworthy agents with Agentscope,, enabling transparent and understandable bots.

30,096 stars3,414 forksPythonGuide quality 9/10Updated 8/28/2026100% free · open source

What it does

Agentscope allows founders to build, run, and understand trustworthy agents with transparent and understandable bots using Python

When to use it

•When building autonomous agents that require transparency and trust
•For creating explainable bots that interact with users or other systems
•In applications where understanding agent behavior is crucial for decision-making

Ready-to-paste prompt

python agent.py --config examples/my_agent.yaml

Heads up: Ensure you have Python 3.8 or later installed, as Agentscope relies on specific Python features and libraries

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

🛠️ Technical setup

Expect 20–40 minutes in a terminal — or let your AI agent drive it.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/agentscope && curl -fsSL https://workflowstacks.com/api/skills/agentscope/claude-skill -o ~/.claude/skills/agentscope/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How Reliable Agents with Agentscope works

Codeflow

Free to inspect

Reliable Agents with Agentscope is a very large Python project (~125k lines across 659 code files, plus 157 test files). It is a full software project: use it through its install path rather than reading it end to end. Last commit this month, Apache-2.0 license, has a test suite.

Size

Very large codebase

~125k lines · 659 code files · days to read — use, don't read

Setup

Developer setup

A real software project. Use it via its install path; don't expect to read it all.

Runs on

Python

No API keys detected

Python 100%

Where to start reading

1
README.md
Start here — what it does and how to install it
2
pyproject.toml
Dependencies and the commands it exposes
3
src/agentscope/__init__.py
Inside src/ — the main logic begins here
4
examples/agent_service/README.md
A worked example — copy this to get going

What's in each folder

src/Core code — the actual logic533 files

examples/Examples you can copy231 files

docs/Documentation4 files

scripts/Helper scripts38 files

tests/Tests — proof it works158 files

.github/CI / automation (GitHub Actions)14 files

assets/Images & static assets7 files

.gemini/Tool / agent settings1 files

READMEHas testsDocumentedCI checksExamples includedApache-2.0 licenseUpdated this month