MCP.Market

Vectora MCP server

by brunosrz·io.github.brunosrz/vectora·v0.1.0rc3·1 stars
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AI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code.

B80/100grade B
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Safety scan
B80/100

full report

Adoption
New

1 stars

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If you have run it, two minutes of your experience saves the next person an afternoon.

Vectora tools (13, 1 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • call_mcp_tool_tool

    Invoca uma ferramenta de outro servidor MCP via protocolo MCP.

  • delegate_task_to_vectora

    Delega uma tarefa complexa para o motor de raciocínio do Vectora (A2A).

  • embedding_tool

    Enfileira um documento para embedding assíncrono no LanceDB.

  • fetch_url_tool

    Busca e extrai o conteúdo textual de uma URL.

  • file_edit_tool

    Edita um arquivo substituindo um trecho de texto por outro.

  • file_read_tool

    Lê o conteúdo completo de um arquivo de texto.

  • file_write_toolwrite action

    Cria ou sobrescreve completamente um arquivo com o conteúdo fornecido.

  • grep_tool

    Busca um padrão regex em arquivos.

  • ingest_docs_tool

    Ingere múltiplos arquivos em lote no banco vetorial.

  • list_dir_tool

    Lista arquivos e diretórios em um caminho.

  • terminal_tool

    Executa um comando shell com whitelist de segurança.

  • vector_search_tool

    Busca documentos semanticamente similares no banco vetorial LanceDB.

  • web_search_tool

    Busca informações atuais na web.

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings
  • Code scan80 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancelast push 0 days ago15/15
  • Maintainer identityregistry namespace matches repository owner6/10
Overall 80/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Vectora compares

Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
80/100
higher than 60% of 4,460 AI and agents servers
Tools
13
the typical AI and agents server has 6
Tools that change things
8%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
1
more than 50% of 2,711 AI and agents servers

What its tools let an agent do: 12 read · 1 change

Install Vectora in Claude Code, Cursor or VS Code

claude mcp add vectora -- uvx vectora-agent
Add to Cursor

What the publisher says

From the Vectora repository's README, as published. We do not edit it. Read it on GitHub

<!-- markdownlint-disable MD033 MD041 -->

Vectora — Monorepo

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.

Estrutura

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.

CI/CD (.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.

Não existe workflow de Docker Build/Push, CodeQL nem triage de issues — a distribuição do app vectora é via instaladores nativos (não imagem Docker).

Secrets esperados

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Vectora: common questions

Is Vectora MCP server safe?
Mostly: it is graded B (80/100). Read the Vectora safety report
How do I install Vectora?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Vectora need an API key?
Yes. The registry entry asks for GOOGLE_API_KEY, COHERE_API_KEY, TAVILY_API_KEY, OPENAI_API_KEY and 2 more.
Is Vectora maintained?
The last commit was 38 days ago (2026-09-27). The latest release is v0.1.0rc3.
What can I use instead of Vectora?
Servers from other publishers that do the same job: agent-device MCP server, Basic Memory MCP server and IWE (iwe.md) MCP server.
How does Vectora compare with other AI and agents MCP servers?
safety score 80/100 (higher than 60% of 4,460 AI and agents servers); tools 13 (the typical AI and agents server has 6); tools that change things 8% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

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