AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code.
Monorepo da Vectora. Cada produto vive em sua própria pasta, com toolchain e lockfile independentes. O que conecta tudo é o GitHub Actions (um workflow por projeto, gated por path) e o pre-commit compartilhado na raiz.
| Pasta | Projeto | Stack | Deploy |
|---|---|---|---|
vectora/ | App Vectora (assistente de IA self-hosted) | Python (uv) + Vite + Electron | Instaladores nativos (Nuitka + Electron) via canal de update |
company/ | Site institucional | TanStack Start + Vite (pnpm) | Vercel → vectora.company |
docs/ | Documentação | Hugo | Vercel → docs.vectora.company |
services/ | Gateway (OAuth/webhooks pro desktop, ex-relay) + updates (distribuição de releases) — era relay/ + update-server/, unificados | Hono + Cloudflare Workers (pnpm) | Cloudflare (wrangler) |
O app em si (backend Python, frontend Vite, casca Electron) fica todo dentro de
vectora/— veja vectora/README.md para detalhes de arquitetura, build e CLI.
.github/workflows/)4 workflows reais, cada um gated por path (on.push/pull_request.paths):
uma mudança só no vectora/ não dispara o build/deploy de company/docs/services.
| Workflow | Dispara em | Faz |
|---|---|---|
vectora.yml | vectora/**, tags v* | lint • security • build • testes (unit/integration/e2e) • release nativo (Nuitka + Electron) • publica no canal de update (R2 + KV) |
edge.yml | company/**, services/**, docs/** | lint/typecheck/test dos 3 projetos • deploy automático em push em master (Vercel + Cloudflare) |
release-please.yml | push em master | mantém o PR de release acumulado (Conventional Commits) — mesclar publica a tag vX.Y.Z |
pr-checks.yml | pull requests | labels automáticos • valida título em Conventional Commits |
Não existe workflow de Docker Build/Push, CodeQL nem triage de issues — a distribuição do app vectora é via instaladores nativos (não imagem Docker).
| Secret | Usado por |
|---|---|
GOOGLE_API_KEY, COHERE_API_KEY, TAVILY_API_KEY, LLM_PROVIDER, LOG_LEVEL | testes do vectora |
WIN_CERTIFICATE_BASE64, WIN_CERTIFICATE_PASSWORD, APPLE_ID, APPLE_APP_SPECIFIC_PASSWORD, APPLE_TEAM_ID, VECTORA_RELEASES_TOKEN | assinatura/publicação dos instaladores nativos |
VERCEL_TOKEN, VERCEL_ORG_ID, VERCEL_PROJECT_ID_COMPANY, VERCEL_PROJECT_ID_DOCS | deploy Vercel (company + docs) |
CLOUDFLARE_API_TOKEN, CLOUDFLARE_ACCOUNT_ID, R2_ACCESS_KEY_ID, R2_SECRET_ACCESS_KEY | deploy do services + canal de update (R2) |
Cada projeto é independente — entre na pasta e use o gerenciador dele:
# App Vectora (Python + Vite + Electron)
cd vectora && uv sync && uv run vectora start
# Site institucional
cd company && pnpm install && pnpm dev
# Docs (Hugo)
cd docs && hugo server
# Services (gateway + updates)
cd services && pnpm install && pnpm dev
O .pre-commit-config.yaml na raiz cobre todos os projetos (ruff/ty/bandit no
vectora/, prettier/oxlint/tsc no frontend, actionlint nos workflows):
pre-commit install
pre-commit run --all-files
Proprietária. Consulte LICENSE.
Source-derived launch command. Check the maintainer’s required arguments and credentials before running:
uvx vectora-agentMerge this template into ~/Library/Application Support/Claude/claude_desktop_config.json. Keep existing servers. Add any arguments, credentials, and permissions required by the maintainer; this template has not been install-tested.
{
"mcpServers": {
"io-github-brunosrz-vectora": {
"command": "uvx",
"args": [
"vectora-agent"
]
}
}
}Restart Claude Desktop completely for changes to take effect. Confirm the server appears connected in the client’s tool list, then try a read-only example from its documentation.
Claude Desktop setup referencevectora-agentpypiio.github.brunosrz/vectora works with any MCP-compatible client. Copy the config snippet from the Configuration section above and add it to the file shown for your client, then restart the application.
~/Library/Application Support/Claude/claude_desktop_config.jsonRestart Claude Desktop completely for changes to take effect.~/.cursor/mcp.jsonRestart Cursor for changes to take effect..vscode/mcp.jsonReload VS Code window for changes to take effect.~/.codeium/windsurf/mcp_config.jsonRestart Windsurf for changes to take effect..mcp.jsonSave at the project root, then start Claude Code in that project and review the MCP server approval prompt. Keep real credentials out of shared files.