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>
Recommended Servers
playwright-mcp
A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
Magic Component Platform (MCP)
An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
Audiense Insights MCP Server
Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.
VeyraX MCP
Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.
graphlit-mcp-server
The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.
Kagi MCP Server
An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.
E2B
Using MCP to run code via e2b.
Neon Database
MCP server for interacting with Neon Management API and databases
Exa Search
A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
Qdrant Server
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.