Toucan

About Toucan

🦤 Toucan-1.5M: Toucan-1.5M is the largest fully synthetic tool-agent dataset to date, designed to advance tool use in agentic LLMs. It comprises over 1.5 million trajectories synthesized from 495 real-world Model Context Protocols (MCPs) spanning 2,000+ tools. By leveraging authentic MCP environments, Toucan-1.5M generates diverse, realistic, and challenging tasks requires using multiple tools, with trajectories involving real tool executions across multi-round, multi-turn, sequential, and parallel tool calls.

Quick Facts

Stars	229
Forks	11
Language	Python
Category	MCP 服务器
License	MIT
Quality Score	29.25/100
Open Issues	4
Last Updated	2025-12-16
Created	2025-09-30
Platforms	mcp, python
Est. Tokens	~1625k

Compatible Skills

These tools work well together with Toucan for enhanced workflows:

mint-bench — semantic(0.31)+complementary+same_lang+similar_pop+shared_platform (56%)
LLM-MM-Agent — semantic(0.30)+complementary+same_lang+similar_pop+shared_platform (56%)
AutoTools — semantic(0.26)+complementary+same_lang+similar_pop+shared_platform (54%)
code-act — semantic(0.25)+complementary+same_lang+similar_pop+shared_platform (54%)
empower-functions — semantic(0.20)+complementary+same_lang+similar_pop+shared_platform (52%)

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Frequently Asked Questions

What is Toucan?

Toucan is Official repo of Toucan: Synthesizing 1.5M Tool-Agentic Data from Real-World MCP Environments. It is categorized as a MCP 服务器 with 229 GitHub stars.

What programming language is Toucan written in?

Toucan is primarily written in Python.

How do I install or use Toucan?

You can find installation instructions and usage details in the Toucan GitHub repository at github.com/TheAgentArk/Toucan. The project has 229 stars and 11 forks, indicating an active community.

What license does Toucan use?

Toucan is released under the MIT license, making it free to use and modify according to the license terms.

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