QECTOR Claude Plugin
QECTOR Quantum Error Correction: High-performance, mathematically verified local QEC engineering environment for Claude Code and Claude Desktop.
README
<p align="center"> <img src=".claude-desktop-extension/logo.png" alt="QECTOR Logo" width="80%" /> </p>
<h1 align="center">QECTOR Claude Plugin</h1>
<p align="center"> <strong>Professional Claude Code & Claude Desktop Integration</strong><br/> <em>2 MCP Servers · 37 Tools · 13 Slash Commands · 5 Agents · 28 Skills</em> </p>
<p align="center"> <img src="https://img.shields.io/badge/version-1.0.2-0078D4?style=for-the-badge&logo=anthropic&logoColor=white" alt="Version"/> <img src="https://img.shields.io/badge/backend-qector--decoder--v3_1.0.0-E44D26?style=for-the-badge&logo=rust&logoColor=white" alt="Backend"/> <img src="https://img.shields.io/badge/python-≥3.9-3776AB?style=for-the-badge&logo=python&logoColor=white" alt="Python"/> <img src="https://img.shields.io/badge/MCP_Tools-37-8A2BE2?style=for-the-badge" alt="MCP Tools"/> <img src="https://img.shields.io/badge/binaries-Windows_|macOS|_Linux-success?style=for-the-badge" alt="Platform"/> <img src="https://img.shields.io/badge/license-Source--Available-FFA500?style=for-the-badge" alt="License"/> </p>
<p align="center"> <a href="https://www.qector.store">Website</a> · <a href="#-quick-start">Quick Start</a> · <a href="#-ecosystem">Ecosystem</a> · <a href="#-commands-13">Commands</a> · <a href="CHANGELOG.md">CHANGELOG</a> · <a href="#-license">License</a> </p>
📖 Overview
QECTOR Claude Plugin is the official integration of the QECTOR quantum error correction (QEC) engineering and research environment for Claude Code and Claude Desktop. Built on qector-decoder-v3, it mathematically enforces $H c \equiv s \pmod 2$ across 10 code families and 5 MWPM/BP-OSD backends, ensuring fail-closed integrity for enterprise and academic quantum research.
Zero Egress · Strict Math · Fail-Closed The plugin runs 100% locally and never transmits QEC simulation telemetry to the cloud.
This repository is the app-free plugin companion to the QECTOR Decoder Workbench desktop application (Windows / Linux). Both v1.0.1 workbench releases are fully compatible with this plugin — see the Workbench Compatibility section.
🚀 Quick Start
1. Clone and install
git clone https://github.com/GuillaumeLessard/qector-claude-plugin.git
cd qector-claude-plugin
python -m pip install -r requirements.txt
python scripts/qector_runtime_check.py
2. Claude Desktop GUI installer (Windows)
Instantly registers QECTOR as a first-class Extension inside Claude Desktop Settings:
.\scripts\install_windows_connector.cmd
(A PowerShell equivalent ships as scripts/install_windows_connector.ps1. Linux and macOS use the Claude Desktop extension in .claude-desktop-extension/.)
3. Claude Code marketplace integration
claude plugin marketplace add GuillaumeLessard/qector-claude-plugin
claude plugin install qector@qector-tools
4. Optional: guided system setup (with safety approbation)
python scripts/qector_system_setup.py --check-only # read-only audit, no changes
python scripts/qector_system_setup.py --confirm # execute after user approval
📥 Downloads
v1.0.2 release assets (in dist/, each with a .sha256 sidecar):
| Artifact | Contents |
|---|---|
qector-claude-plugin-v1.0.2.zip |
Full plugin package: skills, agents, commands, prompts, MCP servers, docs and scripts |
qector-qector-core-skill.zip |
Standalone qector-core skill bundle |
Requirements: Python 3.9+ (tested on Python 3.12),
qector-decoder-v3==1.0.0,mcp==1.26.0,numpy>=1.26,<2.3,cryptography>=48.0.1,<50. All pinned inrequirements.txtagainst the published wheel constraints.
🧩 Ecosystem
🤖 MCP Servers (37 Tools)
Two local stdio Model Context Protocol servers run against the qector-decoder-v3 core:
| Server | Tools | Coverage |
|---|---|---|
qector-library |
8 stable tools | Core decoding, code generation, threshold sweeps, and licensing |
qector-bench |
29 research tools | Wilson intervals, Stim/DEM analysis, Sinter shims, theorem/glossary lookup, system setup, and hardware probes |
qector-library tools: list_code_families, list_decoders, get_license_info, decode_syndrome, decode_single, threshold_sweep, build_code_from_matrix, compat_report
<details>
<summary><strong>qector-bench tools (29)</strong></summary>
wilson_ci, wilson_table, logical_coset_score, dem_inspect, dem_collapse_parallel, code_family_info, code_export_matrices, code_logicals_inspect, code_distance_check, pymatching_compat_check, sinter_decoder_list, qiskit_plugin_check, hardware_probe, license_active_check, env_block, compat_report, workbench_probe, artifacts_sha256, artifact_metadata_check, decode_faithfulness_check, hot_path_microbench, stim_circuit_probe, sinter_task_template, workload_hash, theorem_lookup, glossary_lookup, reproduction_command_lookup, system_setup, configure_claude_desktop
</details>
💬 Commands (13 Slash Commands)
| Command | Description |
|---|---|
/qec-desktop-connector |
Zero-friction Claude Desktop MCP configuration |
/qec-setup |
Guided first-time setup and diagnostic audit |
/qec-facts |
Quick reference for codes, decoders, and strict-math rules |
/qec-theorem |
Formulations and proof obligations for Theorems 1–16 |
/qec-reproduce |
Reference manual Appendix D reproduction workflows |
/qec-decode |
Single-shot syndrome decoding asserting parity |
/qec-threshold-sweep |
LER sweeps with exact Wilson 95% confidence intervals |
/qec-wilson |
Wilson 95% score interval calculator |
/qec-dem |
Detector Error Models (DEM) and Stim circuit inspection |
/qec-code-inspect |
Verify code parameters [[n,k,d]] and check matrices |
/qec-benchmark |
Decoder latency and throughput microbenchmarks |
/qec-sinter |
Sinter task templates and benchmark configuration |
/qec-validate-mcp |
Validate tool schemas, JSON-RPC transport, and health |
🎭 Agents (5 Specialized Personas)
| Agent | Focus |
|---|---|
qec-researcher |
Academic research, paper reproduction, threshold sweeps |
qec-developer |
Code integration, API design, performance tuning |
qec-validator |
Formal verification, mathematical proof checking |
qec-sysadmin |
Operations, zero-egress monitoring, incident response |
qec-hardware-engineer |
Physical qubit characterization, cryogenic constraints |
🛠️ Skills (28 Domain Primitives)
qector-core, qector-architecture, qector-math-foundations, qector-codes-builder, qector-bp-osd, qector-two-stage-css, qector-space-time, qector-decoders-deep-dive, qector-dem-pipeline, qector-sinter, qector-ler-methodology, qector-pymatching-compat, qector-batch-decoding, qector-orchestration, qector-reproducibility, qector-testing-strategy, qector-deployment, qector-release-engineering, qector-licensing, qector-services, qector-glossary, qector-educator, qector-researcher, qector-developer, qector-sysadmin, qector-hardware-engineer, qector-roadmap, qector-workbench
🏗️ Architecture
┌──────────────────────────────────────────────────────────┐
│ QECTOR Claude Plugin v1.0.2 │
│ ┌─────────────┐ ┌──────────────┐ ┌──────────────────┐ │
│ │ 13 Commands │ │ 5 Agents │ │ 28 Skills │ │
│ └──────┬──────┘ └──────┬───────┘ └────────┬─────────┘ │
│ └────────────────┼───────────────────┘ │
│ ▼ │
│ ┌─────────────────────────────────────────────┐ │
│ │ qector-library MCP (8 tools) stdio only │ │
│ │ qector-bench MCP (29 tools) stdio only │ │
│ └──────────────────────────┬──────────────────┘ │
│ │ │
│ ┌──────────────▼──────────────┐ │
│ │ qector-decoder-v3 1.0.0 │ │
│ │ (Rust/PyO3 engine, local) │ │
│ └─────────────────────────────┘ │
└──────────────────────────────────────────────────────────┘
Claude Desktop Extension — a fully integrated custom connector
(manifest_version: 0.3, in .claude-desktop-extension/) that displays native
UI controls, documentation, and the QECTOR icon directly within
Claude Desktop → Settings → Connectors.
🛡️ Core Engineering Guidelines
- Mathematical Strictness — Every single syndrome decoding must verify $H c \equiv s \pmod 2$. Approximations are rejected.
- Zero-Egress Security — Operations run 100% locally. The plugin never transmits QEC simulation telemetry to the cloud, protecting proprietary hardware IP.
- Fail-Closed Design — Mismatched matrix dimensions, unrecognized code families, or invalid distance requests immediately raise deterministic errors rather than silently corrupting the quantum state.
- Statistical Rigor — All LER threshold sweeps include exact Wilson 95% binomial score intervals. Point estimates without bounds are rejected.
The mathematical authority is the QECTOR Decoder v3 reference manual v1.0.0
(DOI: 10.5281/zenodo.21941046); the plugin is grounded against all 16
Theorems, 27 Chapters, and 5 Appendices.
🤖 Workbench Compatibility
The official QECTOR Decoder Workbench desktop application — both the
Windows (qector-decoder-workbench-windows, portable .exe) and Linux
(qector-decoder-workbench-linux, AppImage) v1.0.1 releases — is fully
compatible with this plugin:
- Both workbench releases bundle the same
qector-decoder-v3 1.0.0backend this plugin pins (qector-decoder-v3==1.0.0) — versions match exactly. - Use the workbench's 85-tool
--mcpserver, this plugin's two stdio MCP servers, or all three at once — every transport is local-only with zero network egress. - The plugin's
workbench_probetool detects a running workbench and reports its version, tool count, and MCP protocol status. - Workbench artifacts (exports, benchmark reports, deposit sidecars) are
verified by the plugin's
artifacts_sha256/artifact_metadata_checktools.
| Workbench release | Artifact | Backend |
|---|---|---|
| Windows v1.0.1 | QectorWorkbench-Portable.exe |
qector-decoder-v3 1.0.0 |
| Linux v1.0.1 | QectorWorkbench-1.0.1-x86_64.AppImage |
qector-decoder-v3 1.0.0 |
📋 System Requirements
| Component | Requirement |
|---|---|
| Python | 3.9+ (tested on 3.12; wheel supports CPython 3.9–3.13) |
| OS | Windows, macOS, Linux (Claude Desktop / Claude Code) |
| Backend | qector-decoder-v3==1.0.0 |
| MCP runtime | mcp==1.26.0 (with low-level stdio adapter) |
| Scientific stack | numpy>=1.26,<2.3, cryptography>=48.0.1,<50 |
| Network | None — all servers run over local stdio |
| GPU | Optional — workload-scoped; no portable speed claims are published |
📚 Documentation
| Document | Path |
|---|---|
| User Manual | docs/User_Manual.md |
| Math Validation | docs/MATH_VALIDATION.md |
| MCP Validation Report | mcp/VALIDATION_REPORT.md |
| CLAUDE.md | Agent instructions |
| CLAUDE_DESKTOP.md | Desktop integration notes |
| CHANGELOG | Release history |
| PRIVACY | Privacy policy |
| DISCLAIMER | Disclaimer |
| Reference manual (v1.0.0) | DOI 10.5281/zenodo.21941046 |
📄 License
Proprietary, source-available software. Copyright (c) 2026 Guillaume Lessard and iD01t Productions. See LICENSE.md.
The underlying qector-decoder-v3 backend is separately licensed:
- ✅ Free for personal, academic, educational, and non-commercial research
- 💼 Commercial use (company R&D, SaaS, hosted API, OEM, redistribution) requires a paid license
- 🔄 60-day commercial evaluation available, creditable against a license
🤝 Support & Contact
| Website | www.qector.store |
| Commercial Licensing | admin@qector.store |
| Support | admin@qector.store |
| Pricing | qector.store/pricing |
<p align="center"> <strong>QECTOR Claude Plugin v1.0.2</strong><br/> Built on <code>qector-decoder-v3</code> v1.0.0 (Rust/PyO3 core)<br/><br/> © 2026 Guillaume Lessard / iD01t Productions<br/><br/> <em>Powered by QECTOR</em> </p>
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