MCP server auto search and add to toolkit #562
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rayrayraykk
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Mar 26, 2025
# Conflicts: # src/agentscope/service/service_toolkit.py
ZiTao-Li
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make rich package optional minor clean
rayrayraykk
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Apr 3, 2025
examples/conversation_with_react_agent/code/react_agent_with_auto_mcp_toolkit.py
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DavdGao
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Apr 3, 2025
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The implementation needs to be further discussed, and a configuration of the service toolkit maybe better. For example
toolkit = ServiceToolkit(
mcp_search_allow=True,
mcp_search_model_config="xxx",
)If mcp_search_allow is True, then we add the search function to the toolkit automatically.
DavdGao
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Apr 3, 2025
zhijianma
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Apr 3, 2025
zhijianma
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Apr 3, 2025
examples/conversation_with_react_agent/code/react_agent_with_auto_mcp_toolkit.py
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zhijianma
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Apr 9, 2025
zhijianma
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zhijianma
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name: Pull Request
about: Create a pull request
Description
Add new methods in ServiceToolkit to automatically discover and add MCP servers.
ServiceToolkit.search_new_toolrequires a key functionality description (using keywords) as input. With the functionality keywords, Thesearch_new_toolfirst searches viahttps://registry.npmjs.org/-/v1/searchAPI for a list of related MCP servers.ServiceToolkit.get_mcp_server_config_templateto obtain the MCP server configuration to guide the user or agent.ServiceToolkit.remove_auto_added_toolis for an agent to delete the auto-added server if there are errors (e.g., missing API keys or invalid arguments).Checklist
Please check the following items before code is ready to be reviewed.