Diogo Santos
Diogo Santos
Given the power of XGBoost, is a bit disapointing that we don't get at least alpha and lambda (the L1 and L2 regularization parameters) here.
## Description Implements the `mcp_proxy()` convenience function that enables bidirectional message forwarding between two MCP transports, porting the TypeScript proxy pattern to the Python SDK. ## Changes - Added `mcp_proxy()`...
## Summary This PR addresses #235 by providing comprehensive documentation and examples for creating adapters that convert MCP tool schemas to various LLM provider formats (Gemini, OpenAI, Claude). ## Changes...
## Summary Adds documentation and examples for organizing larger FastMCP servers and managing tool versions. Closes #1681 ## Changes ### Documentation - **New**: `docs/server_organization.md` - Comprehensive guide on: - Recommended...
## Summary Fixes #156 - Adds support for displaying stderr output in Jupyter Notebook environments. ## Changes - Added Jupyter/IPython detection using `IPython.get_ipython()` - Implemented async stderr reader that reads...
### Description ## Summary MCP tools and resources built with the Python SDK can, by default, access the full file system, network, and environment of the host process. This is...
### Description ## Summary The current tooling model assumes that tools complete within a single request/response cycle. For long-running operations (e.g. batch processing, model training, large file processing), this is...
### Description ## Summary Tools can declare `outputSchema`, and the SDK validates the returned value against this schema **after** the tool executes. If validation fails: - the tool’s side effects...
### Description ## Summary The Python SDK exposes a variety of classes and functions across packages and submodules. Some are clearly meant to be public, others are internal but not...
### Description ## Summary `func_metadata()` in `src/mcp/server/fastmcp/utilities/func_metadata.py` is a large function that handles: - signature introspection, - parameter/return type analysis, - JSON schema generation, - special handling for various container...