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senseibelbi/README.md

Ivo Djidrovski

Building open, auditable infrastructure for computational toxicology and next-generation risk assessment (NGRA).

I work at the intersection of:

  • computational toxicology
  • agentic scientific workflows
  • tool-augmented LLM systems
  • interoperable scientific infrastructure
  • evidence, PBPK, AOP, QSAR, and exposure tooling

Start here

  • ToxMCP Suite — umbrella repo for the ToxMCP ecosystem
  • PBPK MCP — structured PBPK execution and reporting workflows
  • AOP MCP — mechanistic pathway discovery, mapping, and draft authoring
  • CompTox MCP — evidence federation for EPA CompTox
  • O-QT / QSAR Toolbox tooling — AI-assisted interaction with OECD QSAR Toolbox workflows

What I’m building

Most toxicology workflows are fragmented across databases, tools, models, and reporting surfaces.

I build modular MCP-based infrastructure that makes these workflows more:

  • auditable
  • inspectable
  • interoperable
  • automation-ready

Selected outputs

  • ToxMCP preprint — bioRxiv DOI: 10.64898/2026.02.06.703989
  • O-QT paper — Computational Toxicology (2025)
  • Website — in4r.ai
  • ORCID — 0000-0002-7637-8515

Current focus

  • evidence-aware MCP servers for toxicology
  • PBPK and exposure workflow infrastructure
  • reproducible, machine-readable reporting
  • open scientific tooling for NGRA

Collaboration

Interested in collaborations around:

  • toxicology infrastructure
  • scientific agent systems
  • interoperable research tooling
  • open-source applied AI for science

Pinned Loading

  1. ToxMCP/toxmcp ToxMCP/toxmcp Public

    Umbrella repo for the ToxMCP Suite (docs, links, quickstart).

    15 3

  2. VHP4Safety/O-QT-OECD-QSAR-Toolbox-AI-assistant VHP4Safety/O-QT-OECD-QSAR-Toolbox-AI-assistant Public

    Python 5 2

  3. ToxMCP/comptox-mcp ToxMCP/comptox-mcp Public

    Evidence federation MCP server for the EPA CompTox API

    Python 4 2

  4. ToxMCP/pbpk-mcp ToxMCP/pbpk-mcp Public

    MCP server for PBPK modeling workflows (simulation control + PK analytics).

    Python 3 2

  5. ToxMCP/aop-mcp ToxMCP/aop-mcp Public

    MCP server for Adverse Outcome Pathway (AOP) discovery, semantics, and draft authoring.

    Python 3 1

  6. VHP4Safety/virtual-human-platform VHP4Safety/virtual-human-platform Public

    JavaScript 2 8