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Build effective agents using Model Context Protocol and simple workflow patterns

Results 118 mcp-agent issues
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https://github.com/lastmile-ai/mcp-agent/blob/40bcf20bb490946949e0131663cc9319aca3378a/examples/mcp_agent_server/server.py#L124 Here, the `required` key is nested under `properties` rather than being at the schema level. ref https://github.com/microsoft/vscode/issues/244654

Is it possible to register a callback that tells me when a tool call by the agent occurs? For example, I have a MCP "search server", and when I chat...

enhancement

I have started working on a PR to add support for AWS Bedrock to the Anthropic Augmented LLM and Azure for the OpenAI one. Also looking for any thoughts /...

enhancement

Please provide examples of how to use MCP agent with Azure hosted models like OpenAI models.

good first issue

Hi, I am surprised by the implementation of the Ollama example. Because the class and conf. for 'OpenAIAugmentedLLM' is used here ([...] This implementation uses OpenAI's ChatCompletion as the LLM)....

As per #54 I would advise against merging until I update this message, as I haven't tested running without any passed headers and would hate to break something. Even if...

A library that hopes to be commercially adopted needs tests.

enhancement
help wanted

The approach to implementing generate_structured seems really problematic. It has severe issues with losing the detail from the generate_str call. When calling generate_str: ![Image](https://github.com/user-attachments/assets/16b1e2a1-359c-4efa-8ced-9e493e3591ef) Same query with a simple wrapper...

enhancement
help wanted

I have a model deployed on AWS Sagemaker and would like to use MCP with that model. possible?

help wanted
question