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Add MCP (Model Context Protocol) Adapter Support #105

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73ec377
Add Basic implementation of the MCP Adapter
Shashikant86 Oct 9, 2025
50ea13f
Implement MCP Stdio Client
Shashikant86 Oct 10, 2025
c1398c2
Fix README typo and adopt copilot feedback
Shashikant86 Oct 13, 2025
85ff23c
Add Multi Tool Suport
Shashikant86 Oct 13, 2025
5aefc72
Add Multi Tool Suport for MCP
Shashikant86 Oct 13, 2025
9bc10b2
Update Ollama example and fix CI ruff issues
Shashikant86 Oct 13, 2025
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1 change: 1 addition & 0 deletions README.md
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Expand Up @@ -291,6 +291,7 @@ We encourage the community and users to help us develop adapters to allow GEPA t
- [DefaultAdapter](src/gepa/adapters/default_adapter/) - System Prompt Optimization for a single-turn task.
- [DSPy Full Program Adapter](src/gepa/adapters/dspy_full_program_adapter/) - Evolves entire DSPy programs including signatures, modules, and control flow. Achieves **93% accuracy** on MATH benchmark (vs 67% with basic DSPy ChainOfThought).
- [Generic RAG Adapter](src/gepa/adapters/generic_rag_adapter/) - Vector store-agnostic RAG optimization supporting ChromaDB, Weaviate, Qdrant, Pinecone, and more. Optimizes query reformulation, context synthesis, answer generation, and document reranking prompts.
- [MCP Adapter](src/gepa/adapters/mcp_adapter/) - Optimize [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) tool usage. Supports local stdio servers, remote SSE/HTTP servers, and optimizes tool descriptions and system prompts. Works with 100% local models (Ollama) or cloud APIs.
- [TerminalBench Adapter](src/gepa/adapters/terminal_bench_adapter/) - Easily integrating GEPA into a Terminus, a sophisticated external agentic pipeline, and optimizing the agents' system prompt.
- [AnyMaths Adapter](src/gepa/adapters/anymaths_adapter/) - Adapter for optimizing mathematical problem-solving and reasoning tasks. Contributed by [@egmaminta](www.linkedin.com/in/egmaminta).
- **GEPA uses**
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