factcircuit
FactCircuit는 불변 출처와 단계별 검증, 제한된 검색, 재현 가능한 평가를 제공하는 감사 가능한 주장·증거 검증 루프입니다
개인 계정의 공개 저장소 소유자는 GitHub로 로그인해 운영자를 확인하고 소개를 직접 관리할 수 있습니다. 관리자 승인은 필요하지 않습니다.
로그인한 뒤 확인 파일을 만들어 이 저장소의 기본 브랜치에 30분 안에 커밋해 주세요. 다른 브랜치나 포크의 파일은 인정하지 않습니다. 파일을 올린 뒤 아래에서 확인하면 관리자 승인 없이 관리할 수 있습니다. 자격을 유지하려면 파일을 남겨 두세요.
로그인이 필요하면 로그인 화면으로 이동합니다. 로그인 후 이곳으로 돌아와 원하는 확인 버튼을 다시 눌러 주세요.
프로젝트 폴더에서 /nomorevibe verify를 실행하면 소유권을 확인하고 소개를 직접 관리할 수 있습니다.
1분 만에 확인하기Open-source, AI-ready LC–MS workbench built in Rust. Interactive visualization, peak integration, batch quantification, and MCP-powered automation.
저장소 README에서 가져옴
README 전체를 불러오는 중입니다.
README 전문 보기 ↗Chromascope is a free, lightweight, easy-to-use, open-source, vendor-agnostic LC-MS workbench designed for targeted analysis. It opens mzML directly and works with any vendor file by converting it automatically with msconvert: download msconvert once and link it in Chromascope (how). Inspect batches, integrate peaks, build calibration curves, quantify and run QC. Use it like a normal desktop app, script it from the command line, or hand the controls to an AI assistant over MCP. The assistant does the reasoning; Chromascope does the maths, keeps the evidence and records exactly what happened.
https://github.com/user-attachments/assets/cfbe286f-962d-41b3-ad6f-ffa3f33bebf3
Video not playing? Open assets/demo.mp4 directly. It shows an AI client opening a file, extracting an XIC and previewing an integration in the Chromascope window; nothing is changed permanently.
test_file/..msi or portable .zip (Windows), .dmg (macOS), .deb, .rpm, .AppImage or .tar.gz (Linux).Details for every system, the checksums and building from source are on the download page. The desktop program checks GitHub once a day for a newer version; see Settings to turn that off.
| Program | What it is |
|---|---|
chromascope | The desktop app |
chromascope-cli | The same analysis engine as JSON on the command line |
chromascope-mcp | The desktop app as an MCP server: an AI assistant works in a visible window (74 tools) |
chromascope-engine-mcp | A window-less MCP server with the 14 calculation tools, for scripts and servers |
One engine sits behind all four, so a number from the window is the number from the CLI and from the assistant. Raw files are never modified, and results keep their units, settings, software versions and source hashes.
An assistant works in the window that its client started (chromascope-mcp). Its status bar shows how many requests the assistant made, with a link to the call log. When you ask it to propose instead of apply a change, for example new peak boundaries, the proposal appears in the window under Audit package, Review AI proposals, with its reason and evidence; only your Approve changes a result. Proposals saved in a project can be reviewed later in the plain chromascope.exe. See the guide to reviewing AI proposals.
cargo fmt --all -- --check
cargo clippy --locked --all-targets -- -D warnings
cargo clippy --locked --all-targets --all-features -- -D warnings
cargo test --locked
cargo test --locked --features mcp
cargo test --locked --no-default-features --features mcp-headless
cargo test --locked --all-features
The package needs Rust 1.88 or newer. On Ubuntu the window also needs libxcb-render0-dev libxcb-shape0-dev libxcb-xfixes0-dev libxkbcommon-dev. The website is in website/ (MkDocs Material); build it from the repository root with pip install -r website/requirements.txt and mkdocs build --strict -f website/mkdocs.yml. See contributing: a change to the window or to the MCP tools updates the manual and the MCP guide in the same commit.
flowchart LR
GUI[egui desktop] --> Engine[Shared analytical engine]
CLI[JSON CLI] --> Engine
DMCP[Desktop MCP server] --> GUI
DMCP --> Engine
HMCP[Headless MCP server] --> Engine
Engine --> Rust[Rust kernels / mzdata]
Engine --> Project[Immutable revisions and provenance]
Project --> Delivery[JSON / CSV / TSV / SVG / HTML drafts]
If Chromascope helps with work you publish, please cite it and name the version you used (File, About Chromascope…). The metadata are in CITATION.cff, which GitHub shows under "Cite this repository".
Plain text:
Cseresznye, A. Chromascope: an open-source, AI-ready LC-MS workbench, version 0.3.1. Zenodo. https://doi.org/10.5281/zenodo.23542311
BibTeX:
@software{cseresznye_chromascope,
author = {Cseresznye, Adam},
title = {Chromascope: an open-source, AI-ready LC-MS workbench},
version = {0.3.1},
year = {2026},
doi = {10.5281/zenodo.23542311},
url = {https://github.com/chromascope-ms/chromascope},
license = {GPL-3.0-only}
}
Licensed under GPL-3.0-only. THIRD_PARTY_LICENSES.txt lists the notice of every dependency and of the embedded Inter and JetBrains Mono fonts.