Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
คำอธิบายจากผู้ทำ (ภาษาอังกฤษตามต้นฉบับ)
Servidor MCP stdio para wikis em Markdown
สามเรื่องนี้ไม่รวมเป็นคะแนนเดียว เพราะความเห็น การวัด และความนิยม เป็นคนละเรื่องกัน
ตัวนี้ยังไม่ได้เรียบเรียงเป็นภาษาไทย ด้านล่างคือข้อเท็จจริงที่เราอ่านจาก registry
เลือกโปรแกรม AI ที่คุณใช้ แล้วคัดลอกค่าตั้งไปวาง
คุณใช้แอปไหน
เลือกแอปด้านบน เราจำไว้ให้ ครั้งหน้าปุ่มจะขึ้นว่า “ติดตั้งลง …”
ลิงก์ไปที่ไฟล์ของผู้ทำเอง เราไม่ได้เก็บหรือแพ็กใหม่ เปิดไฟล์แล้ว Claude Desktop จะติดตั้งให้
พิมพ์คำสั่งนี้ใน Terminal
เบราว์เซอร์จะถามก่อนเปิดแอป จากนั้นแอปแสดงค่าตั้งให้ตรวจแล้วกดยืนยัน ช่อง key เว้นว่างไว้ให้คุณใส่เอง
เบราว์เซอร์จะถามก่อนเปิดแอป จากนั้นแอปแสดงค่าตั้งให้ตรวจแล้วกดยืนยัน ช่อง key เว้นว่างไว้ให้คุณใส่เอง
ตัวนี้รันในเครื่องคุณ แต่ ChatGPT ต่อได้เฉพาะ server บนอินเทอร์เน็ต ลองเลือกแอปอื่น
ตัวเลือกเก็บในคุกกี้บนเครื่องนี้ ไม่ต้องมีบัญชี
ค่าตั้งนี้สร้างจากข้อมูลใน registry ของผู้ทำ ถ้าไม่ตรงกับ README ให้เชื่อ README
รันในเครื่องคุณ รายการเครื่องมือจะขึ้นในแอป AI หลังติดตั้ง
เราตรวจจากข้อมูลที่ใครก็เปิดดูได้ ยังไม่ได้อ่านโค้ด ข้อที่ไม่เกี่ยวกับตัวนี้ไม่นับในตัวหาร · ตรวจเมื่อ 6 พ.ย. 2569
ชื่อใน registry ยืนยันด้วยบัญชี GitHub paulocesaaars ซึ่งเป็นเจ้าของ repo
ยังไม่ได้อ่านข้อมูล repo จาก GitHub
ยังไม่ได้อ่านข้อมูล repo จาก GitHub
ตัวนี้รันบนเครื่องคุณ ไม่มี endpoint บนอินเทอร์เน็ต
ตัวนี้รันบนเครื่อง ใช้ค่าที่ตั้งในเครื่องแทน
รันในเครื่องคุณ เราอ่านรายการเครื่องมือได้เฉพาะตัวที่มี endpoint บนอินเทอร์เน็ต
เทียบกับทุก server ที่ยังใช้งานในหมวดนี้ทั้งทะเบียน ดาวนับเฉพาะเมื่อผู้ลงทะเบียนเป็นเจ้าของ repo
จากการตรวจเบื้องต้นของเรา ผ่าน 1 จาก 1 ข้อที่ตรวจได้ เรายังไม่ได้อ่านโค้ด ก่อนใส่กุญแจหรือ token ให้ดูว่า server ขอสิทธิ์อะไร และเลือกกุญแจที่ทำได้เท่าที่จำเป็น
registry ไม่ได้ระบุว่าต้องใช้กุญแจ แต่บางตัวจะขอให้ล็อกอินตอนใช้ครั้งแรก
รันบนเครื่องของคุณ โปรแกรม AI จะเปิด server ขึ้นมาเองเมื่อใช้ ข้อมูลไม่ต้องผ่านเซิร์ฟเวอร์ของผู้ทำ (ยกเว้นตัวที่ไปเรียกบริการออนไลน์ต่อ)
repo บน GitHub มีการแก้โค้ดล่าสุด – และส่งรุ่นล่าสุด (5.2.1) เข้า registry เมื่อวานซืน
โปรแกรมที่รองรับ MCP เช่น Claude Desktop, Claude Code, Cursor และ VS Code ตัวนี้ต้องมี MCPB ในเครื่องด้วย
ในหมวดเดียวกันมี Spec Driven Development, Remote Desktop Commander, topo^alpin
server หมวดเดียวกันจากผู้ทำคนอื่น เรียงตามดาว
อ่านการ์ด:★ ดาว GitHubiสามเสา: รีวิว · ผลตรวจ · การใช้งานiอัปเดต = วันที่ส่งรุ่นล่าสุดเข้า registryi
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.
Avalanche bulletins and mountain weather forecasts for any place in the Alps.
ส่วนนี้คัดจาก repo ของผู้ทำตามต้นฉบับ PopNx MCP ไม่ได้ตรวจหรือรับรองเนื้อหา ตัด HTML รูปภาพ และสคริปต์ออกแล้ว ลิงก์จะพาออกนอกเว็บ
https://paulocesaaars.github.io/nix/
Servidor MCP que expõe wikis em Markdown a agentes de desenvolvimento (Cursor, VS Code, Claude Code e Codex). Busca híbrida, leitura e escrita nas notas — com embeddings e banco vetorial locais e gratuitos. O raciocínio fica no cliente; o Nix só entrega ferramentas. O Mega Brain, desligado por padrão, guarda memória entre agentes na wiki que você escolher.
Transporte: MCP stdio. No terminal, nix sem subcomando abre a interface. O cliente MCP, sem terminal, continua recebendo o servidor.
.md)lulu). O spitz (BAAI/bge-m3) pesa ~2,3 GBNão é preciso instalar Python para o binário da release: o arquivo baixado já traz o runtime. Se a empresa bloqueia o .exe, o PowerShell e os links de download do instalador, baixe o zip do código na release e instale pelo Python no Git Bash, na seção Quando o executável, o PowerShell e os links de download estão bloqueados.
O instalador baixa nix e nix-hook da última release, confere o SHA-256 de cada um e grava NIX_HOME. A wiki é cadastrada depois, na interface. Os hooks de sessão chamam o nix-hook.
Windows (PowerShell):
irm https://raw.githubusercontent.com/paulocesaaars/nix/main/install.ps1 | iex
Linux e macOS:
curl -fsSL https://raw.githubusercontent.com/paulocesaaars/nix/main/install.sh | sh
Ao terminar, execute nix para abrir a interface. Se o comando não funcionar, feche o terminal, abra outro e tente de novo.
A pasta da instalação é %LOCALAPPDATA%\nix no Windows, ~/Library/Application Support/nix no macOS e ~/.local/share/nix no Linux (ou o NIX_HOME que já existir). Os binários ficam em {NIX_HOME}/bin. Windows arm64 e macOS Intel não têm binário: o instalador diz isso e para.
A primeira execução descompacta o binário num cache (%LOCALAPPDATA%\nix\onefile- no Windows, ~/Library/Caches/nix/onefile- no macOS, ~/.cache/nix/onefile- no Linux). O instalador já faz essa partida. As seguintes reutilizam o cache. O nix-hook fica ao lado de nix: o binário completo confere o CRC de todo o payload a cada partida e não cabe no orçamento de 300 ms do hook de sessão. O nix hooks install aponta os agentes para o nix-hook, cujo cache fica em hook- na mesma pasta.
Depois registre o servidor no editor — veja Registro no cliente MCP. O instalador grava NIX_HOME e coloca nix no PATH. Execute nix para abrir a interface. Se o comando não funcionar, feche o terminal, abra outro e tente de novo. Se o registro automático falhar, veja Registrar NIX_HOME e o PATH à mão. Se o gerenciador Nix (NixOS) já estiver no PATH, o instalador avisa: este nix passa a ter prioridade.
NIX_VERSION=1.2.3 (com ou sem o v) instala uma release específica.
Algumas redes bloqueiam o .exe, a execução do PowerShell e o download que o install.ps1 faz (irm do script e dos binários da release). O caminho é baixar o zip do código-fonte na última release — o arquivo Source code (zip) — e usar a instalação por Python, a mesma base da seção A partir do código (desenvolvedor). Nenhum nix.exe entra na máquina.
Se o computador da empresa não abre o GitHub, baixe esse zip em outra máquina e copie o arquivo. Descompacte e entre na pasta (nix- ). No Git Bash, com Python 3.11 ou mais novo:
python scripts/bootstrap.py
O bootstrap.py cria o .venv, instala os pacotes de requirements.txt, grava NIX_HOME e coloca nix no PATH. A wiki é cadastrada depois, na interface. O zip da release traz esse script e o requirements.txt. O requirements-dev.txt fica só no clone completo do Git: a lista de comandos da seção do desenvolvedor que usa esse arquivo vale para quem alterou o código a partir do clone. O pip precisa alcançar o PyPI.
Se python não existir nesse bash, use py ou python3. Com Git liberado, o mesmo script roda depois de um clone:
git clone https://github.com/paulocesaaars/nix.git
cd nix python scripts/bootstrap.py
Execute nix para abrir a interface. Se o comando não funcionar, feche o terminal, abra outro e tente de novo. No terminal que já está aberto:
source bin/env.sh
No MCP não há nix.exe. Aponte command para o Python do ambiente e passe o módulo em args. Troque a pasta se o zip ou o clone ficou em outro lugar:
{
"mcpServers": { "nix": { "command": "C:/Git/nix/.venv/Scripts/python.exe", "args": ["-P", "-m", "nix"] } } }
Os hooks dessa instalação chamam python -m nix hook. O nix-hook.exe da release não entra.
Para desfazer essa instalação, na pasta descompactada ou no clone: python scripts/uninstall.py. A pasta da wiki não é alterada. --yes pula a pergunta; --keep-data preserva settings.db e o índice. O binário instalado por install.ps1 ou install.sh sai pelos comandos da seção Desinstalar.
A primeira sincronização ainda baixa o modelo de embedding (cerca de 220 MB, o lulu).
Quem altera o Nix usa um venv. O install.ps1 da raiz baixa o binário publicado; não instala este checkout.
python -m venv .venv
pip install -r requirements-dev.txt pip install -e . python -m nix init # ou: python -m nix init --wiki "C:/Notas/MinhaWiki"
O mesmo fluxo, com registro de PATH, é python scripts/bootstrap.py. Para desfazer o checkout: python scripts/uninstall.py.
python -m nix vale depois de ativar o venv. O Cursor não herda o PATH do terminal — no MCP de desenvolvimento aponte command para o Python do .venv com -P -m nix, ou para o shim bin/nix deste checkout.
As skills de desenvolvimento (implementar SDD pelo fluxo inteiro, especificar, criar testes, revisar código, atualizar a documentação, commitar, guardrails, gerar uma skill, iniciar o projeto e publicar a release) ficam versionadas neste repositório, em .claude/skills/ (Claude Code e Cursor) e .agents/skills/ (Cursor e VS Code). O skills-lock.json registra a origem das que estão sincronizadas.
Na interface, abra Mega Brain → Configuração para selecionar uma wiki cadastrada e habilitar ou desabilitar o recurso. Salve e reinicie o cliente MCP. As ferramentas de memória funcionam sem hooks; a captura automática das sessões exige hooks. Um campo definido por variável de ambiente fica bloqueado individualmente; o outro continua editável.
Desligado por padrão. Escolha a wiki das páginas e ligue:
nix brain enable --wiki Default
Essa wiki conta no limite de 100 e não pode ser removida enquanto o Mega Brain estiver ligado. A captura ainda exige um hook. Nenhum agente vem marcado. Há prévia, confirmação e backup antes de alterar um arquivo que já existe. O escopo global avisa que eventos de outros repositórios podem ser gravados.
nix brain hooks install --scope project
nix brain hooks install --scope global
O projeto é a raiz Git, ou a pasta se não houver repositório. Um .nix.toml pode definir project, [capture] enabled / exclude e [profile] contribute / consume. Toml ilegível desliga a captura.
| Agente | Arquivo do hook no projeto |
|---|---|
| Cursor | .cursor/hooks.json |
| VS Code | .github/hooks/nix.json |
| Claude Code | .claude/settings.local.json |
| Codex | .codex/hooks.json (só executa depois de confiar em /hooks) |
| Devin (CLI e Desktop) | .devin/hooks.v1.json |
nix brain hooks install --all instala esses clientes, nesta ordem. Os outros clientes da lista (Command Code, OpenCode, Gemini CLI, GitHub Copilot CLI e demais) ficam com captura parcial: nenhum JSON é inventado. O escopo global grava arquivo só quando o caminho está confirmado.
A página da sessão vai para projects/ /sessions/ na wiki do Mega Brain. Ela só é gravada quando a sessão encerra e o nix brain work roda. O handoff e o recado ficam na base, não nessa página.
Painel. Cada cartão é um projeto: a raiz Git da pasta em que o agente trabalhou, ou a própria pasta se não houver repositório. O nome é o da pasta, ou o campo project do .nix.toml. O cartão aparece depois da primeira sessão capturada e mostra a quantidade de sessões, os agentes e a última atividade. Abrir o projeto mostra visão geral, agentes, tokens, sessões e conhecimento.
Caixa de entrada. É a fila de recados entre agentes, separada do handoff. brain_message_send grava o texto para um destinatário ou para qualquer um do projeto. O estado fica esperando. brain_message_pop entrega o mais antigo uma única vez e marca entregue. Cancelar tira da fila antes disso. A tela lista projeto, destinatário, texto e estado, inclusive os já entregues.
Perfil. São preferências que você escreveu nos pedidos, sem modelo de linguagem. A Nix procura “sempre use”, “prefiro”, “nunca use” e o equivalente em inglês, seguidos de uma palavra. Ferramentas conhecidas (pnpm, pytest, ruff, docker, git e outras) vão para profile/tools/. O resto vai para profile/habits/. A frase só entra quando o mesmo assunto apareceu em pelo menos dois projetos (profile.min_projects, padrão 2). A frase mais nova prevalece. nix brain profile rebuild reaprende; forget vira lápide e a passada seguinte não recria a entrada. No início da sessão o briefing inclui as frases ativas, salvo [profile] consume = false no .nix.toml.
nix brain handoff create --text "..." abre no máximo um handoff por projeto. nix brain handoff accept --agent NOME reivindica uma única vez. O início da sessão mostra o briefing como histórico, não como ordem.
nix run claude (ou outro agente) instala o hook e o MCP se faltarem. --no-autowire desliga isso. Para Claude Code e Codex, uma cópia só leitura do histórico anterior fica em NIX_PREVIOUS_SESSION_HISTORY e some quando o agente termina. Sem leitor, o comando segue com aviso.
remember continua gravando na wiki padrão e não faz parte do Mega Brain.
Para trocar a versão que já está instalada, encerre nix e nix-hook, apague só esses dois binários e rode o instalador de novo. A wiki, o settings.db e a pasta .nix (índice e Mega Brain) ficam. O desinstalador da seção seguinte também apaga settings.db
ตัดมาแค่ช่วงต้น อ่านต่อใน repo