Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Local quantum error correction tools; decoder output verified against H c = s (mod 2).
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
链接指向作者自己的文件;我们不托管也不重新打包它。打开文件后,Claude Desktop 会进行安装。
在终端中运行这条命令
浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月9日
注册名称已通过 GitHub 账户 GuillaumeLessard 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(1.0.6)于3个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 MCPB。
同一分类中有:Spec Driven Development, Remote Desktop Commander, awardlanes
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Air-gapped, schema-validated, audited quantum error correction for Claude Code and Claude Desktop, built on `qector-decoder-v3==1.0.1`.
Every correction returned by an MCP tool is checked against the parity relation H c = s (mod 2) before it leaves the process. Every request is validated against a JSON Schema 2020-12 input schema before any decoder code runs, and every response is validated against the tool's advertised output schema before it is written. The default server opens no listening socket, launches no process, verifies its own files at startup, and can keep a hash-chained audit log.
**1 secure MCP server (12 tools default, 41 in research profile) · 3
standalone servers · 11 commands · 5 agents · 28 skills · contract 2.0 ·
mcp1.30+ and 2.x · Python 3.10–3.13 · air-gapped by default**
The 1.0.x line made claims its process could not enforce. 2.0.0 turns those claims into mechanisms and states what remains:
| 1.0.6 | 2.0.0 | |
|---|---|---|
| Network | "zero egress" in the docs; check_pypi=true opened a connection | in-process guard installed before the first MCP frame (defence in depth; host egress rule documented for a hard guarantee); PyPI check refused |
| Validation | SDK-dependent input check, no output check | own Draft 2020-12 validator both ways; 91 committed schema files |
| Integrity | none | INTEGRITY.json verified at startup, strict by default |
| Audit | none | optional hash-chained JSONL log |
| SDK | mcp==1.26.0 (3 CVEs), broke on mcp 2.x | mcp>=1.30,<3; same wire output on both generations |
| Release | three different trees labelled 1.0.6 | deterministic builder that refuses a dirty tree, hashed requirements.lock, per-archive manifest + RELEASE_COMMIT, Ed25519-signed manifests and SHA256SUMS, Sigstore log entry |
| Honesty about the wheel | not mentioned | native TLS client and billing endpoint disclosed in airgap_status and SECURITY.md |
| Wheel defects | color_code d=3 (1 check, no logicals) exposed as decodable; rotated_surface labelled distance d while a weight-2 error is undetectable | per-family health probe with a checked effective_distance (exact for graphlike codes via the matching graph's shortest odd-parity cycle, bounded enumeration otherwise; never the wheel's label); degenerate refused, weak warned on every result; a corrected rotated_surface_corrected family built by the plugin and verified at construction (mcp/qector_codes.py). 2.0.1 pins qector-decoder-v3==1.0.1, which fixes these families upstream; the probe now verifies every one at its label |
| Shipped bugs | sinter_task_template crashed on every call; DEM collapse ignored the 3rd+ mechanism | fixed, with regression tests |
Claude Code
claude plugin marketplace add GuillaumeLessard/qector-claude-plugin
claude plugin install qector@qector-tools
The plugin registers qector-secure (mcp/mcp_server_secure.py --profile safe, QECTOR_AIR_GAPPED=1). Interpreter resolution goes through scripts/qector-python (QECTOR_PYTHON → python3.13…python3.10 → python3 → python → well-known Homebrew / python.org / pyenv locations, 3.10–3.13), a POSIX sh script.
*Windows (Claude Code):* a plugin manifest has one command for every platform and a sh script is not a Win32 executable, so on native Windows the plugin's server starts only where sh is on PATH (Git for Windows with "Unix tools" selected, or WSL). Otherwise register the server once by hand with the Windows launcher, which also serves the hooks:
claude mcp add qector-secure -e QECTOR_AIR_GAPPED=1 -e QECTOR_INTEGRITY_STRICT=1 -e QECTOR_SILENT=1 -- cmd /c "<plugin root>\scripts\qector-python.cmd" "<plugin root>\mcp\mcp_server_secure.py" --profile safe
The Claude Desktop extension does not have this limitation: its manifest carries a win32 override that launches scripts/qector-python.ps1 through powershell.exe.
The hooks (hooks/hooks.json) run in shell form, which Claude Code executes with Git Bash on Windows; without Git for Windows they report an error on each session start and the (optional) usage log is not written. The server itself is unaffected.
Claude Desktop
Install qector-claude-desktop-2.0.1.mcpb (Settings → Extensions → Advanced → Install Extension). The bundle runs the same secure server in strict-integrity mode; the optional *Audit log directory* setting enables the hash-chained log. A platform-specific bundle with the runtime vendored into server/lib can be built with scripts/build_release.py --desktop --bundle-lib .
Air-gapped laboratory
See AIRGAP.md: build a wheelhouse on a connected host (scripts/build_wheelhouse.py), carry it with SHA256SUMS, run scripts/install_offline.sh / .ps1 on the lab machine, and apply a host egress rule.
From source
git clone https://github.com/GuillaumeLessard/qector-claude-plugin.git
cd qector-claude-plugin python -m pip install -r requirements.lock # exact tested closure (Python 3.10-3.13) QECTOR_SILENT=1 python scripts/qector_runtime_check.py
| Server | Entry point | Tools | Default |
|---|---|---|---|
qector-secure | mcp/mcp_server_secure.py --profile safe | 12 | ✅ Claude Code & Desktop |
qector-secure --profile research | same | 41 | opt-in |
qector-library | mcp/mcp_server_library.py | 8 | legacy |
qector-research | mcp/mcp_server_qector_bench.py | 29 | opt-in |
qector-admin | mcp/mcp_server_admin.py | 3 | opt-in, QECTOR_ADMIN_ENABLED=1 |
Control-plane tools of the secure server: airgap_status, integrity_check, schema_catalog, audit_log_status. Full contract in MCP_API.md; every schema in schemas/.
python scripts/release_validate.py # manifests, pins, disclosures
python scripts/validate_source.py # tree shape python scripts/export_schemas.py --check # schemas/ in sync with the servers python scripts/generate_integrity_manifest.py --check QECTOR_SILENT=1 python -m unittest discover -s tests -v # unit, contract and live stdio conformance tests python mcp/tests/test_mcp_stdio.py # 5 servers over real stdio ruff check . python scripts/build_release.py --all --signing-key && python scripts/validate_plugin_bundle.py python scripts/sign_release.py --verify dist --pubkey # see SECURITY.md
CI runs the suite on Python 3.10–3.13 against both mcp 1.x (patched) and mcp 2.x.
| Component | Requirement |
|---|---|
| Python | 3.10 through 3.13 (the MCP SDK needs 3.10+; the decoder wheels stop at 3.13) |
| Platforms | Linux, macOS; Windows via the Desktop extension, WSL, or Git for Windows (see Installation) |
| Backend | qector-decoder-v3==1.0.1 (Rust / PyO3 wheel) |
| MCP SDK | mcp>=1.30,<3 |
| Validation | jsonschema>=4.18 |
| Network | none required; the plugin's only network-capable option (PyPI check) is refused in air-gapped mode, and the wheel's native TLS client is disclosed, never called (see Security) |
SECURITY.md (trust boundaries, tool classification, startup gates, the wheel's native network surface), THREAT_MODEL.md (assets, actors, controls, residual risks), PRIVACY.md, AIRGAP.md. Vulnerability reports: .
| Document | Path |
|---|---|
| Ten-minute reviewer checklist | REVIEWER_GUIDE.md |
| MCP API contract 2.0 | MCP_API.md |
| Air-gapped deployment | AIRGAP.md |
| Threat model | THREAT_MODEL.md |
| Anthropic collaboration proposal | ANTHROPIC_COLLABORATION_PROPOSAL.md |
| Release notes | RELEASE_NOTES_v2.0.1.md · RELEASE_NOTES_v2.0.0.md · CHANGELOG.md |
| Upstream wheel defect report (rotated surface distance) | docs/UPSTREAM_ISSUE_rotated_surface_distance.md · scripts/probe_wheel_distance.py |
| User manual | docs/User_Manual.md |
| Desktop setup | CLAUDE_DESKTOP.md |
| Validation gates | RELEASE_VALIDATION.md |
Proprietary. Copyright © 2026 Guillaume Lessard / iD01t Productions. See LICENSE.md. The qector-decoder-v3 backend is free for personal, academic, educational and non-commercial research; commercial use requires a licence from qector.store/pricing.
Website https://www.qector.store · Licensing, support and security disclosure