Ext Ops Panel
Abrir o painel

Vector DB MCP

Assembly-accelerated DuckDB MCP server for code search, indexing, and symbol lookup.

Servidor MCP · de kroq86

Resumo

Vector DB MCP é um servidor MCP publicado por kroq86. Marketplaces que lemos e que o listam: 1 (Official MCP Registry). Vimos pela primeira vez em 2026-10-11 e não registramos mudanças desde então. Conforme nossa passagem pelos marketplaces em 2026-10-13.

O que pede

  • Roda na sua máquina

Nenhum dos marketplaces que lemos publica as ferramentas ou as configurações que ele pede.

O que declara, pede e executa, por completo

Instale apenas plugins de desenvolvedores em quem você confia. Mostramos o que os marketplaces publicam e não testamos plugins.

Funciona com

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI

Um link de um clique abre o cliente, que pede confirmação antes de adicionar o servidor.

Pelos marketplaces que o listam e pelo transporte MCP que declara, conforme cada cliente documenta. Não testamos plugins.

Conectar

Comandos e configurações gerados apenas a partir do que os marketplaces declaram. Não os executamos por você e não testamos plugins.

Como servidor MCP local: imagem Docker

Gerado a partir do que Official MCP Registry declara.

Claude CodeTerminal
claude mcp add --transport stdio vector-db-mcp -- docker run -i --rm ghcr.io/kroq86/vector-db-mcp:0.1.1
Codex~/.codex/config.toml
[mcp_servers.vector-db-mcp]
command = "docker"
args = ["run", "-i", "--rm", "ghcr.io/kroq86/vector-db-mcp:0.1.1"]
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "vector-db-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/kroq86/vector-db-mcp:0.1.1"
      ]
    }
  }
}
DockerTerminal
docker run -i --rm ghcr.io/kroq86/vector-db-mcp:0.1.1

Onde está publicado

MarketplaceStatusVersãoNúmerosVerificadoVisto pela primeira vez
Official MCP Registry (Abrir o registro) Listado 0.1.1 Forks (GitHub): 0
Estrelas (GitHub): 3
Sem marcação

Cada número é do próprio marketplace e nunca é somado entre marketplaces. Um marketplace que não publica números não mostra nenhum: sem número não é zero.

O que mudou

Nada mudou neste plugin desde que começamos a acompanhá-lo.

Plugins semelhantes

Produtos cujos próprios nomes, descrições, ferramentas e skills são os mais próximos deste pelo significado, em todos os marketplaces que lemos. A proximidade é ordenada apenas dentro desta lista.

  • Code Index

    SQLite-backed hybrid (vector + FTS) code search index for Claude Code over MCP.

    de achreftlili · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • meshdb

    Distributed search and indexing MCP — full-text search, semantic queries, structured data

    de meshpop · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • database-universal-mcp io.github.CSOAI-ORG/database-universal-mcp

    Database Universal MCP Server by MEOK AI Labs

    de CSOAI-ORG · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • ontomics

    Index your codebase's domain knowledge. 20x fewer tokens, 10x faster.

    de EtienneChollet · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • socraticode io.github.giancarloerra/socraticode

    MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.

    de giancarloerra · Servidor MCP

    Listado em: Official MCP Registry, Claude Code: claude-plugins-community, Community GitHub marketplaces · Descreve quase a mesma tarefa

  • Gnosis MCP

    Zero-config MCP server for searchable documentation. SQLite or PostgreSQL.

    de nicholasglazer · Servidor MCP

    Listado em: Official MCP Registry, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • guru-mcp io.github.mrfentmen/guru-mcp

    Guru knowledge base search and collections.

    de mrfentmen · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • dbx io.github.t8y2/dbx

    Query databases from AI agents using connections configured in DBX.

    de t8y2 · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • db-conn-mcp io.github.Idle-Sync/db-conn-mcp

    A dead-simple, self-hosted MCP server for securely querying databases via AI agents.

    de Idle-Sync · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • mcp-server-motherduck io.github.motherduckdb/mcp-server-motherduck

    SQL analytics and data engineering for AI Assistants and IDEs

    de motherduckdb · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

Plugins semelhantes por marketplace

A mesma pergunta feita a cada marketplace separadamente: existe lá um equivalente deste plugin?

Listado em Claude Code: claude-plugins-community (5)
  • socraticode io.github.giancarloerra/socraticode

    MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.

    de giancarloerra · Servidor MCP

    Listado em: Official MCP Registry, Claude Code: claude-plugins-community, Community GitHub marketplaces · Descreve quase a mesma tarefa

  • Gnosis MCP

    Zero-config MCP server for searchable documentation. SQLite or PostgreSQL.

    de nicholasglazer · Servidor MCP

    Listado em: Official MCP Registry, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • Srclight

    Deep code indexing for AI agents. FTS5 + embeddings + call graphs + git intelligence. Fully local.

    de srclight · Servidor MCP

    Listado em: Official MCP Registry, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • mdk-mcp-server io.github.SAP/mdk-mcp-server

    Model Context Protocol (MCP) server for AI-assisted development of MDK applications.

    de SAP · Servidor MCP

    Listado em: Official MCP Registry, Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • mcp2cli

    Convert MCP servers to token-efficient CLI tools with auto-generated SKILL.md files for Claude Code agents

    de myeolinmalchi · Pacote de plugins

    Listado em: Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

Listado em Claude Code: claude-plugins-official (5)
  • mdk-mcp-server io.github.SAP/mdk-mcp-server

    Model Context Protocol (MCP) server for AI-assisted development of MDK applications.

    de SAP · Servidor MCP

    Listado em: Official MCP Registry, Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • lumen

    Precise local semantic code search via MCP. Indexes your codebase with Go AST parsing, embeds with Ollama or LM Studio, and exposes vector search to Claude through an MCP server…

    de ory · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official · Descreve quase a mesma tarefa

  • mcp-server io.github.cap-js/mcp-server

    Model Context Protocol (MCP) server for AI-assisted development of CAP applications.

    de cap-js · Servidor MCP

    Listado em: Official MCP Registry, Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • planetscale

    An authenticated hosted MCP server that accesses your PlanetScale organizations, databases, branches, schema, and Insights data. Query against your data, surface slow queries, and…

    de planetscale · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • Setup MCP Agent Analytics

    Detect an MCP server's language (Python, TypeScript or Go) and instrument it with the matching Pendo SDK so MCP tool calls flow into Pendo Agent Analytics.

    de pendo-io · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official · Descreve quase a mesma tarefa

Listado em Claude: knowledge-work-plugins (5)
  • planetscale

    An authenticated hosted MCP server that accesses your PlanetScale organizations, databases, branches, schema, and Insights data. Query against your data, surface slow queries, and…

    de planetscale · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • qdrant-skills

    Agent skills for Qdrant vector search covering scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across…

    de qdrant · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • prisma

    Prisma MCP integration for Postgres database management, schema migrations, SQL queries, and connection string management. Provision Prisma Postgres databases, run migrations, and…

    de prisma · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

  • Desktop Commander

    MCP server for terminal commands, file operations, and process management

    de wonderwhy-er · Servidor MCP

    Listado em: Official MCP Registry, Claude Code: claude-plugins-official, Docker MCP Catalog, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Descreve quase a mesma tarefa

  • cockroachdb

    Connect Claude Code directly to your CockroachDB clusters for hands-on database work — explore schemas, write optimized SQL, debug queries, and manage distributed database…

    de cockroachdb · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces, Claude Code: claude-plugins-community · Descreve quase a mesma tarefa

Listado em Codex: openai-curated (openai/plugins) (5)
  • Supabase

    Manage Supabase projects directly through ChatGPT. Execute SQL queries on PostgreSQL databases, design and modify table schemas, deploy serverless edge functions, and configure…

    de Supabase · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

  • NVIDIA

    Skills for NVIDIAs ecosystem spans GPU acceleration, CUDA, AI agents, inference, robotics, Physical AI, Omniverse, and simulation. This plugin helps you understand the pieces…

    de NVIDIA · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

  • Plugin Eval

    Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.

    de OpenAI Codex · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

  • GitHub

    Inspect repositories, triage pull requests and issues, debug CI, and publish changes through a hybrid GitHub connector and CLI workflow.

    de OpenAI · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

  • Qodo

    Qodo setup, code intelligence, and review workflows.

    de qodo-ai · Pacote de plugins

    Listado em: Codex: openai-curated (openai/plugins) · Descreve quase a mesma tarefa

Listado em Community GitHub marketplaces (5)
  • socraticode io.github.giancarloerra/socraticode

    MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.

    de giancarloerra · Servidor MCP

    Listado em: Official MCP Registry, Claude Code: claude-plugins-community, Community GitHub marketplaces · Descreve quase a mesma tarefa

  • Astra DB

    Astra DB tools for agents: schema, find, vector search, guarded writes, and interactive views.

    de erichare · Servidor MCP

    Listado em: Official MCP Registry, Community GitHub marketplaces · Descreve quase a mesma tarefa

  • 4da-mcp-server io.github.4DA-Systems/4da-mcp-server

    Upgrade intelligence for AI agents: what an upgrade changes, where it touches your code, CVE scans.

    de 4DA-Systems · Servidor MCP

    Listado em: Official MCP Registry, Community GitHub marketplaces · Descreve quase a mesma tarefa

  • SQL

    Read-only SQL querying + schema introspection over Postgres & SQLite, with a gated write mode.

    de Abhishekkumar2021 · Servidor MCP

    Listado em: Official MCP Registry, Community GitHub marketplaces · Descreve quase a mesma tarefa

  • vibe-hnindex io.github.AndyAnh174/vibe-hnindex

    Index source code into a local knowledge base, search with keyword + semantic + hybrid modes.

    de AndyAnh174 · Servidor MCP

    Listado em: Official MCP Registry, Community GitHub marketplaces · Descreve quase a mesma tarefa

Listado em Copilot CLI: github/awesome-copilot (5)
  • typescript-mcp-development

    Complete toolkit for building Model Context Protocol (MCP) servers in TypeScript/Node.js using the official SDK. Includes instructions for best practices, a prompt for generating…

    de Awesome Copilot Community · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve quase a mesma tarefa

  • go-mcp-development

    Complete toolkit for building Model Context Protocol (MCP) servers in Go using the official github.com/modelcontextprotocol/go-sdk. Includes instructions for best practices, a…

    de Awesome Copilot Community · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve quase a mesma tarefa

  • kotlin-mcp-development

    Complete toolkit for building Model Context Protocol (MCP) servers in Kotlin using the official io.modelcontextprotocol:kotlin-sdk library. Includes instructions for best…

    de Awesome Copilot Community · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve quase a mesma tarefa

  • figma

    Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…

    de figma · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Official MCP Registry, Claude: knowledge-work-plugins, Copilot CLI: github/awesome-copilot · Descreve quase a mesma tarefa

  • cockroachdb

    Connect GitHub Copilot to your CockroachDB clusters: run and explore SQL through MCP, with DBA/Developer/Operator agents, CockroachDB best-practice skills, and safety hooks that…

    de cockroachdb · Pacote de plugins

    Listado em: Copilot CLI: github/awesome-copilot · Descreve quase a mesma tarefa

Listado em Copilot CLI: github/copilot-plugins (5)
  • mcp-apps

    Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve quase a mesma tarefa

  • cpp-language-server

    Navigate and interact with your C++ code using the Microsoft C++ Language Server.

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve quase a mesma tarefa

  • canvas-apps

    Build Power Apps Canvas Apps using the Canvas Authoring MCP server.

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve quase a mesma tarefa

  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve quase a mesma tarefa

  • azure-devops-copilot-plugin

    Bring Azure DevOps work-item, repository, and pull-request workflows into GitHub Copilot.

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve quase a mesma tarefa

Listado em Cursor: cursor/plugins (5)
  • Cursor SDK

    Build apps, scripts, and automations with the TypeScript SDK.

    de Cursor · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve quase a mesma tarefa

  • Agent Compatibility

    CLI-backed repo compatibility scans plus agents that audit startup, validation, and docs against reality.

    de Cursor · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve quase a mesma tarefa

  • Tailscale

    Let Grok Bot reach MCP servers on your private Tailscale network. Sign in to Tailscale to connect your tailnet; Grok Bot joins it as one tagged device and only reaches the hosts…

    de Cursor · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve quase a mesma tarefa

  • Origin Apps

    Skills for building on the Cursor Origin API. Fetch the live spec first, then follow the Origin rules for credentials, scopes, webhooks, paging, and errors. Includes a skill that…

    de Cursor · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve quase a mesma tarefa

  • Orchestrate

    Fan large tasks out across parallel cloud agents with planners, workers, verifiers, and structured handoffs.

    de Cursor · Pacote de plugins

    Listado em: Cursor: cursor/plugins · Descreve quase a mesma tarefa

Listado em Docker MCP Catalog (5)
  • Kagi Search

    The Official Model Context Protocol (MCP) server for Kagi Search & other tools.

    de kagisearch · Servidor MCP

    Listado em: Docker MCP Catalog · Descreve quase a mesma tarefa

  • mcp-server-couchbase io.github.Couchbase-Ecosystem/mcp-server-couchbase

    Couchbase Model Context Protocol Server to interact with Couchbase clusters

    de Couchbase-Ecosystem · Servidor MCP

    Listado em: Official MCP Registry, Docker MCP Catalog · Descreve quase a mesma tarefa

  • Chroma

    A Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma.

    de chroma-core · Servidor MCP

    Listado em: Docker MCP Catalog · Descreve quase a mesma tarefa

  • SQLite (Archived)

    Database interaction and business intelligence capabilities.

    de modelcontextprotocol · Servidor MCP

    Listado em: Docker MCP Catalog · Descreve quase a mesma tarefa

  • E2B

    Giving Claude ability to run code with E2B via MCP (Model Context Protocol).

    de e2b-dev · Servidor MCP

    Listado em: Docker MCP Catalog · Descreve quase a mesma tarefa

Listado em Official MCP Registry (5)
  • Code Index

    SQLite-backed hybrid (vector + FTS) code search index for Claude Code over MCP.

    de achreftlili · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • meshdb

    Distributed search and indexing MCP — full-text search, semantic queries, structured data

    de meshpop · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • database-universal-mcp io.github.CSOAI-ORG/database-universal-mcp

    Database Universal MCP Server by MEOK AI Labs

    de CSOAI-ORG · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • ontomics

    Index your codebase's domain knowledge. 20x fewer tokens, 10x faster.

    de EtienneChollet · Servidor MCP

    Listado em: Official MCP Registry · Descreve quase a mesma tarefa

  • socraticode io.github.giancarloerra/socraticode

    MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.

    de giancarloerra · Servidor MCP

    Listado em: Official MCP Registry, Claude Code: claude-plugins-community, Community GitHub marketplaces · Descreve quase a mesma tarefa

Encontrados pelo significado, não por código ou repositório em comum: plugins semelhantes continuam sendo produtos distintos, e isto não é uma avaliação nem uma recomendação.

Este plugin é seu?

Adicione-o aos seus projetos e prove que o mantém com um arquivo no repositório, um arquivo no seu domínio ou um registro DNS. Você recebe alertas quando um marketplace o publica, o remove, muda a marca de verificado ou o que ele pede, e o endpoint remoto passa a ser monitorado como um serviço web.

Dados de Official MCP Registry. Os números vêm das nossas próprias passagens regulares pelos marketplaces, última leitura em . Não publicamos dados de contato dos editores de plugins.

De onde vêm os dados: como o catálogo é montado