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1. mcp-quickstart mcp-quickstart Public

   A small, tested finance-toolkit MCP server in Python (tools + resource + prompt, with CI)

   Python

2. rag-mini rag-mini Public

   A small but real RAG pipeline: LangChain + Claude + local embeddings, persistent FAISS index with source citations

   Python

3. txn-categorizer txn-categorizer Public

   Hybrid bank-transaction categorizer: deterministic rules + Claude (structured output), with an evaluation harness, FastAPI service, and token-cost accounting

   Python

4. rag-eval-lab rag-eval-lab Public

   Provider-agnostic RAG evaluation lab: Anthropic/OpenAI/Cohere/Ollama, quality metrics, MLflow tracking, and A/B significance testing

   Python

5. llm-finetune-lab llm-finetune-lab Public

   LoRA / QLoRA fine-tuning of open-source models (DistilBERT, scales to Llama/Mistral) for transaction categorization — Colab notebook + training script

   Jupyter Notebook

6. microstructure-mcp microstructure-mcp Public

   MCP server exposing market-microstructure primitives (liquidity zones, FVG, order blocks, BOS) from live Bybit v5 data

   Python