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context-protocol

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Multi-Model Collaboration Pipeline — orchestrate AI models as a DAG. RL routing, multi-verifier voting, agent mesh, self-improving. Works with OpenAI, Anthropic, Gemini, DeepSeek. npm install mmcp-core | pip install mmcp-core

  • Updated Jun 3, 2026
  • TypeScript

The Audited Context Generation (ACG) Protocol prevents AI hallucinations with a dual-layer system. The UGVP layer links every fact to a precise source for verification. The RSVP layer audits the AI's logical reasoning when combining facts. This creates a fully transparent, machine-auditable trail for both source and logical integrity.

  • Updated Jun 13, 2026
  • Python

Local MCP server for batch analysis of .als files without needing to open the DAW. Extract project metadata to identify missing samples, audit plugin usage, find duplicate projects, etc. w/ structural hashing.

  • Updated Mar 31, 2026
  • Python

Finance-ops RAG agent over two sources — real SEC EDGAR filings and FP&A planning documents — with answers grounded in retrieved passages, citations to the exact section, and a refusal when out-of-corpus. Demonstrates an end-to-end RAG pipeline, token minimization, and MCP-server retrieval tools. Built on public SEC data plus synthetic FP&A docs.

  • Updated Jun 12, 2026
  • Python

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