feat: Add LLM provider adapter documentation and examp#1709
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dgenio wants to merge 10 commits intomodelcontextprotocol:mainfrom
Open
feat: Add LLM provider adapter documentation and examp#1709dgenio wants to merge 10 commits intomodelcontextprotocol:mainfrom
dgenio wants to merge 10 commits intomodelcontextprotocol:mainfrom
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- Add comprehensive guide for converting MCP tools to LLM provider formats - Include adapter implementations for Gemini, OpenAI, and Claude - Add runnable example demonstrating all three adapters - Addresses modelcontextprotocol#235
- Add link in docs/index.md Getting Started section - Add entry in mkdocs.yml navigation - Add reference in README.md Advanced Usage section - Register example script in pyproject.toml
- Remove emojis from example file to fix encoding issues - Simplify README snippet to use snippet-source marker - Add missing newlines at end of files - Fixes linting errors in README snippet
- Remove null bytes and extra newlines from files - Ensure files end with exactly one newline - Fix UTF-8 encoding issues in example file
- Remove emoji character that was causing encoding issues - Ensure proper UTF-8 encoding throughout file
- Add provider names to duplicate headings (Basic Implementation, Usage Example) - Fixes MD024/no-duplicate-heading markdownlint errors
- Use Callable from collections.abc instead of lowercase callable - Remove unnecessary isinstance check (dict[str, Any] is always dict) - Add explicit type annotations for variables to satisfy pyright
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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
New documentation page (
docs/llm-adapters.md): Comprehensive guide covering:Runnable example (
examples/snippets/clients/llm_adapter_example.py): Demonstrates:Documentation updates: Added references in:
docs/index.md- Getting Started sectionREADME.md- Advanced Usage and Documentation sectionsmkdocs.yml- Navigation menuDesign Decision
Following maintainer feedback, this PR provides documentation and examples rather than official adapter utilities. This approach:
Testing
Related
Closes #235