Ext Ops Panel
Abrir o painel

Needle

Production-ready RAG service to search and retrieve data from your documents.

Servidor MCP · de needle-ai

Resumo

Needle é um servidor MCP publicado por needle-ai. Marketplaces que lemos e que o listam: 1 (Docker MCP Catalog). Vimos pela primeira vez em 2026-10-11 e não registramos mudanças desde então. Conforme nossa passagem pelos marketplaces em 2026-10-12.

O que pede

  • Roda na sua máquina
  • Segredos: 1
  • Configurações: 1
  • Ferramentas: 7

Ferramentas que declara: 7. Conforme declarado em: Docker MCP Catalog.

  • needle_add_file
  • needle_create_collection
  • needle_get_collection_details
  • needle_get_collection_stats
  • needle_list_collections
  • needle_list_files
  • needle_search

Exige: NEEDLE_API_KEY (secreta)

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

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 Docker MCP Catalog declara.

Claude CodeTerminal
claude mcp add --env "NEEDLE_API_KEY=<YOUR_NEEDLE_API_KEY>" --transport stdio needle-mcp -- docker run -i --rm -e NEEDLE_API_KEY mcp/needle-mcp
Codex~/.codex/config.toml
[mcp_servers.needle-mcp]
command = "docker"
args = ["run", "-i", "--rm", "-e", "NEEDLE_API_KEY", "mcp/needle-mcp"]

[mcp_servers.needle-mcp.env]
NEEDLE_API_KEY = "<YOUR_NEEDLE_API_KEY>"
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "needle-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "NEEDLE_API_KEY",
        "mcp/needle-mcp"
      ],
      "env": {
        "NEEDLE_API_KEY": "<YOUR_NEEDLE_API_KEY>"
      }
    }
  }
}
DockerTerminal
docker run -i --rm -e "NEEDLE_API_KEY=<YOUR_NEEDLE_API_KEY>" mcp/needle-mcp

Substitua os valores entre sinais de menor e maior pelos seus. Mostramos os nomes das configurações, nunca valores.

Não guardamos argumentos de inicialização. Se o servidor precisar de algum, a própria documentação dele os indica.

Onde está publicado

MarketplaceStatusVersãoNúmerosVerificadoVisto pela primeira vez
Docker MCP Catalog (Abrir no Docker Hub) Listado sha256:d3fd314f40c3 Forks (GitHub): 24
Downloads (Docker Hub): 11 598
Estrelas (Docker Hub): 1
Estrelas (GitHub): 103
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.

  • foundation

    Connect sources and search processed documents with Unstructured Foundation. Provides MCP access to source setup, processing status, document search, and document retrieval.

    de Unstructured-IO · Pacote de plugins

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

  • Needle Remote

    Production-ready RAG service to search and retrieve data from your documents.

    de docker · Servidor MCP

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

  • Unstructured Foundation

    Connect sources and search processed documents with Unstructured Foundation. Provides MCP access to source setup, processing status, document search, and document retrieval.

    de Unstructured-IO · Pacote de plugins

    Listado em: Claude: knowledge-work-plugins · Descreve quase a mesma tarefa

  • LocalSynapse - Local File Search MCP Server

    Offline AI-powered local file search. BM25 + semantic hybrid search across all documents.

    de LocalSynapse · Servidor MCP

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

  • Context Lens

    Semantic search knowledge base with serverless LanceDB. Zero setup, 100% local, 25+ file types

    de cornelcroi · Servidor MCP

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

  • semanticsearch

    A fully offline semantic search tool for Claude. Index local files (PDF, DOCX, Markdown, TXT, PPTX, CSV) into a vector database and search them using natural language. Uses hybrid…

    de ZhuBit · Pacote de plugins

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

  • OmniClip RAG

    Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

    de EllisMorrow · Servidor MCP

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

  • OmniClip RAG

    Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

    de msjsc001 · Servidor MCP

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

  • NIRA File Intel MCP

    Smart file intelligence for Claude — search, deduplicate, organize, and analyze files

    de pachote · Servidor MCP

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

  • Obsidian Hybrid Search

    Search Obsidian vaults with hybrid full-text, fuzzy, semantic, and graph retrieval.

    de flowing-abyss · 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)
  • foundation

    Connect sources and search processed documents with Unstructured Foundation. Provides MCP access to source setup, processing status, document search, and document retrieval.

    de Unstructured-IO · Pacote de plugins

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

  • semanticsearch

    A fully offline semantic search tool for Claude. Index local files (PDF, DOCX, Markdown, TXT, PPTX, CSV) into a vector database and search them using natural language. Uses hybrid…

    de ZhuBit · Pacote de plugins

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

  • egnyte

    Search, manage, and extract intelligence from Egnyte enterprise content. Connects Claude Code to your Egnyte domain via the Egnyte MCP server and CLI, enabling file operations…

    de egnyte · Pacote de plugins

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

  • box

    Work with your Box content directly from Claude Code — search files, organize folders, collaborate with your team, and use Box AI to answer questions, summarize documents, and…

    de box · Pacote de plugins

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

  • Outline MCP Server

    Connect AI assistants to Outline for document search, reading, and management

    de Vortiago · Servidor MCP

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

Listado em Claude Code: claude-plugins-official (5)
  • box

    Work with your Box content directly from Claude Code — search files, organize folders, collaborate with your team, and use Box AI to answer questions, summarize documents, and…

    de box · Pacote de plugins

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

  • dropbox

    The Dropbox plugin for Claude connects your Dropbox files directly to Claude, so you can search, organize, save generated content, and create sharing links without switching…

    de dropbox · Pacote de plugins

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

  • claude-md-management

    Tools to maintain and improve CLAUDE.md files - audit quality, capture session learnings, and keep project memory current.

    de Anthropic · Pacote de plugins

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

  • GC AI

    Work in your GC AI legal knowledge base from Claude: upload documents, run review playbooks, and ask questions grounded in your own files, all as you.

    de GC-AI-Inc · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · 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

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

    Connect sources and search processed documents with Unstructured Foundation. Provides MCP access to source setup, processing status, document search, and document retrieval.

    de Unstructured-IO · Pacote de plugins

    Listado em: Claude: knowledge-work-plugins · Descreve quase a mesma tarefa

  • box

    Work with your Box content directly from Claude Code — search files, organize folders, collaborate with your team, and use Box AI to answer questions, summarize documents, and…

    de box · Pacote de plugins

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

  • Enterprise Search

    Search across all of your company's tools in one place. Find anything across email, chat, documents, and wikis without switching between apps.

    de Anthropic · Pacote de plugins

    Listado em: Claude: knowledge-work-plugins · Descreve quase a mesma tarefa

  • dropbox

    The Dropbox plugin for Claude connects your Dropbox files directly to Claude, so you can search, organize, save generated content, and create sharing links without switching…

    de dropbox · Pacote de plugins

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

  • GC AI

    Work in your GC AI legal knowledge base from Claude: upload documents, run review playbooks, and ask questions grounded in your own files, all as you.

    de GC-AI-Inc · Pacote de plugins

    Listado em: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Descreve uma tarefa semelhante

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

    The Dropbox plugin for ChatGPT connects your Dropbox files directly to ChatGPT. You can access files, save ChatGPT-generated content to Dropbox, and create sharing links without…

    de Dropbox · Pacote de plugins

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

  • Google Drive

    Use Google Drive as the single entrypoint for Drive, Docs, Sheets, and Slides work.

    de OpenAI · Pacote de plugins

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

  • Airtable

    Bring operational data and context into the flow of your ChatGPT conversations. You can ask questions, create and update records, and analyze your data—all through conversation…

    de Airtable · Pacote de plugins

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

  • SharePoint

    Work with SharePoint using the configured Microsoft SharePoint app connector.

    de OpenAI · Pacote de plugins

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

  • Notion

    Notion workflows for implementation planning, research synthesis, meeting preparation, and knowledge capture.

    de Notion · Pacote de plugins

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

Listado em Community GitHub marketplaces (5)
  • box

    Work with your Box content directly from Claude Code — search files, organize folders, collaborate with your team, and use Box AI to answer questions, summarize documents, and…

    de box · Pacote de plugins

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

  • dropbox

    The Dropbox plugin for Cursor connects your Dropbox files directly to Cursor, so you can search, reference, and organize files, save generated content, and create sharing links…

    de Dropbox · Pacote de plugins

    Listado em: Community GitHub marketplaces · Descreve quase a mesma tarefa

  • One MCP, many parsers

    One MCP, many parsers. Routes between markitdown, Docling, and LlamaParse. Plus an interpret tool…

    de adelaidasofia · Servidor MCP

    Listado em: Official MCP Registry, Claude Code: claude-plugins-community, Community GitHub marketplaces · 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

  • atlan

    Atlan data catalog plugin for Claude Code. Search, explore, govern, and manage your data assets through natural language. Powered by the Atlan MCP server with semantic search…

    de atlanhq · Pacote de plugins

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

Listado em Copilot CLI: github/awesome-copilot (5)
  • doublecheck

    Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.

    de Awesome Copilot Community · Pacote de plugins

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

  • anarlog

    Query Anarlog meetings locally, or connect through OAuth to read opted-in Cloud snapshots.

    de fastrepl · Pacote de plugins

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

  • chronicle-stats

    See your local Copilot token usage by day, model, and session, and get tips to use it more efficiently.

    de Julia Muiruri · Pacote de plugins

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

  • mcp-m365-copilot

    Comprehensive collection for building declarative agents with Model Context Protocol integration for Microsoft 365 Copilot

    de Awesome Copilot Community · Pacote de plugins

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

  • sumo-logic

    Query Sumo Logic logs, alerts, dashboards, and SIEM insights directly from Copilot.

    de SumoLogic · Pacote de plugins

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

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

    Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.

    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

  • workiq-productivity

    WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.

    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

  • model-apps

    Build and deploy Power Apps generative pages for model-driven apps with specialist agents for planning, entity creation, and parallel code generation. Requires PAC CLI >= 2.7.0…

    de microsoft · Pacote de plugins

    Listado em: Copilot CLI: github/copilot-plugins · Descreve uma tarefa semelhante

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

    Browse, search, and read Microsoft OneDrive files.

    de Cursor · Pacote de plugins

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

  • SharePoint

    Search and read Microsoft SharePoint sites, document libraries, files, and lists.

    de Cursor · Pacote de plugins

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

  • Fireflies

    Search meeting transcripts, summaries, and action items.

    de Cursor · Pacote de plugins

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

  • Fathom

    Search meetings and pull transcripts and summaries.

    de Cursor · Pacote de plugins

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

  • Circleback

    Search meetings, transcripts, action items, and emails.

    de Cursor · Pacote de plugins

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

Listado em Docker MCP Catalog (5)
  • Needle Remote

    Production-ready RAG service to search and retrieve data from your documents.

    de docker · Servidor MCP

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

  • ONLYOFFICE DocSpace

    ONLYOFFICE DocSpace is a room-based collaborative platform which allows organizing a clear file structure depending on users' needs or project goals.

    de ONLYOFFICE · Servidor MCP

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

  • Box

    An MCP server capable of interacting with the Box API.

    de dgageot · Servidor MCP

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

  • Obsidian

    MCP server that interacts with Obsidian via the Obsidian rest API community plugin.

    de MarkusPfundstein · Servidor MCP

    Listado em: Docker MCP Catalog · Descreve uma tarefa semelhante

  • 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 uma tarefa semelhante

Listado em Official MCP Registry (5)
  • LocalSynapse - Local File Search MCP Server

    Offline AI-powered local file search. BM25 + semantic hybrid search across all documents.

    de LocalSynapse · Servidor MCP

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

  • Context Lens

    Semantic search knowledge base with serverless LanceDB. Zero setup, 100% local, 25+ file types

    de cornelcroi · Servidor MCP

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

  • OmniClip RAG

    Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

    de EllisMorrow · Servidor MCP

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

  • OmniClip RAG

    Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

    de msjsc001 · Servidor MCP

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

  • NIRA File Intel MCP

    Smart file intelligence for Claude — search, deduplicate, organize, and analyze files

    de pachote · Servidor MCP

    Listado em: Official MCP Registry · 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 Docker MCP Catalog. 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