Ext Ops Panel
Abrir el panel

Qdrant MCP

MCP server that wraps the Qdrant vector database API as tools.

Servidor MCP · de avaazquezz

Resumen

Qdrant MCP es un servidor MCP publicado por avaazquezz. Marketplaces que leemos y que lo publican: 1 (Official MCP Registry). Lo vimos por primera vez el 2026-10-11 y desde entonces no hemos registrado cambios. Según nuestra pasada por los marketplaces del 2026-10-13.

Qué pide

  • Se ejecuta en tu equipo
  • Secretos: 1
  • Ajustes: 5

Requiere: QDRANT_API_KEY (secreta)

Lo que declara, pide y ejecuta, completo

Instale solo plugins de desarrolladores en los que confíe. Mostramos lo que publican los marketplaces y no probamos plugins.

Funciona con

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

Según los marketplaces que lo listan y el transporte MCP que declara, tal como lo documenta cada cliente. No probamos plugins.

Conectar

Comandos y configuraciones generados solo a partir de lo que declaran sus marketplaces. No los ejecutamos por usted ni probamos plugins.

Como servidor MCP local: paquete PyPI

Generado a partir de lo que declara Official MCP Registry.

Claude CodeTerminal
claude mcp add --env "QDRANT_API_KEY=<YOUR_QDRANT_API_KEY>" --transport stdio mcp-qdrant -- uvx mcp-qdrant
Codex~/.codex/config.toml
[mcp_servers.mcp-qdrant]
command = "uvx"
args = ["mcp-qdrant"]

[mcp_servers.mcp-qdrant.env]
QDRANT_API_KEY = "<YOUR_QDRANT_API_KEY>"
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "mcp-qdrant": {
      "command": "uvx",
      "args": [
        "mcp-qdrant"
      ],
      "env": {
        "QDRANT_API_KEY": "<YOUR_QDRANT_API_KEY>"
      }
    }
  }
}

Sustituya los valores entre corchetes angulares por los suyos. Mostramos los nombres de los ajustes, nunca valores.

Ajustes opcionales que también indica: QDRANT_LOCAL_PATH, QDRANT_MCP_READ_ONLY, QDRANT_MCP_TOOLSETS, QDRANT_URL.

Dónde está publicado

MarketplaceEstadoVersiónCifrasVerificadoVisto por primera vez
Official MCP Registry (Abrir el registro) Publicado 1.0.1 Forks (GitHub): 0
Estrellas (GitHub): 1
Sin marca

Cada cifra es del propio marketplace y nunca se suma entre marketplaces. Un marketplace que no publica cifras no muestra ninguna: sin número no es cero.

Qué cambió

Nada ha cambiado en este plugin desde que lo seguimos.

Plugins similares

Productos cuyos propios nombres, descripciones, herramientas y skills son los más cercanos a este por su significado, en todos los marketplaces que leemos. La cercanía se ordena solo dentro de esta lista.

  • 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 · Paquete de plugins

    Publicado en: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describe casi la misma tarea

  • Vector Panda

    Operate your Vector Panda collections: search and upsert vectors, schema, measured indexes, exports.

    de vectorpanda.com · Servidor MCP

    Publicado en: Official MCP Registry · Describe casi la misma tarea

  • pinecone com.mcparmory/pinecone

    Create and manage vector database indexes, backups, and collections

    de mcparmory.com · Servidor MCP

    Publicado en: Official MCP Registry · Describe casi la misma tarea

  • mcp-qdrant io.github.infoinlet-marketplace/mcp-qdrant

    Read-only Qdrant vector DB for AI agents — collections, info, browse points, count, search.

    de infoinlet-marketplace · Servidor MCP

    Publicado en: Official MCP Registry · Describe casi la misma tarea

  • Local FAISS MCP Server

    Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.

    de nonatofabio · Servidor MCP

    Publicado en: Official MCP Registry · Describe casi la misma tarea

  • pgvector

    Similarity search, hybrid search, and index management for pgvector-backed PostgreSQL tables

    de mittalpk · Servidor MCP

    Publicado en: Official MCP Registry · Describe casi la misma tarea

  • pinecone

    Pinecone vector database integration. Streamline your Pinecone development with powerful tools for managing vector indexes, querying data, and rapid prototyping. Use slash…

    de pinecone-io · Paquete de plugins

    Publicado en: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describe casi la misma tarea

  • mcp-server io.github.vectros-ai/mcp-server

    Typed record store + hybrid search over MCP: deterministic lookups + semantic memory, per-customer.

    de vectros-ai · Servidor MCP

    Publicado en: Official MCP Registry · Describe casi la misma tarea

  • vecline io.github.shunyagatha/vecline

    Local-first image, vector and document toolkit that measures its own output. Nothing uploaded.

    de shunyagatha · Servidor MCP

    Publicado en: Official MCP Registry · Describe casi la misma tarea

  • MCP AutoMem

    Graph-vector memory for AI assistants using FalkorDB and Qdrant

    de verygoodplugins · Servidor MCP

    Publicado en: Official MCP Registry · Describe casi la misma tarea

Plugins similares por marketplace

La misma pregunta a cada marketplace por separado: ¿hay allí un equivalente de este plugin?

Publicado en Claude Code: claude-plugins-community (5)
  • 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 · Paquete de plugins

    Publicado en: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describe casi la misma tarea

  • pinecone

    Pinecone vector database integration. Streamline your Pinecone development with powerful tools for managing vector indexes, querying data, and rapid prototyping. Use slash…

    de pinecone-io · Paquete de plugins

    Publicado en: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describe casi la misma tarea

  • zilliz

    Zilliz Cloud management plugin with 14 skills covering cluster lifecycle, collection schema, vector search, index tuning, bulk import, RBAC, backups, and monitoring.

    de zilliztech · Paquete de plugins

    Publicado en: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describe casi la misma tarea

  • Gnosis MCP

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

    de nicholasglazer · Servidor MCP

    Publicado en: Official MCP Registry, Claude Code: claude-plugins-community · Describe una tarea relacionada

  • LoreConvo

    Local-first persistent session memory for Claude Code and other agents. SQLite + FTS5, no cloud.

    de labyrinth-analytics · Servidor MCP

    Publicado en: Official MCP Registry, Claude Code: claude-plugins-community · Describe una tarea relacionada

Publicado en Claude Code: claude-plugins-official (5)
  • 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 · Paquete de plugins

    Publicado en: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describe casi la misma tarea

  • pinecone

    Pinecone vector database integration. Streamline your Pinecone development with powerful tools for managing vector indexes, querying data, and rapid prototyping. Use slash…

    de pinecone-io · Paquete de plugins

    Publicado en: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describe casi la misma tarea

  • zilliz

    Zilliz Cloud management plugin with 14 skills covering cluster lifecycle, collection schema, vector search, index tuning, bulk import, RBAC, backups, and monitoring.

    de zilliztech · Paquete de plugins

    Publicado en: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describe casi la misma tarea

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

    MongoDB Model Context Protocol Server

    de mongodb-js · Servidor MCP

    Publicado en: Official MCP Registry, Claude Code: claude-plugins-official, Docker MCP Catalog, Claude Code: claude-plugins-community · Describe una tarea relacionada

  • aiven

    Easily deploy managed PostgreSQL (pg), Kafka, OpenSearch, Clickhouse and other databases, streaming and apps. Free tier available, up and running in minutes.

    de aiven · Paquete de plugins

    Publicado en: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describe una tarea relacionada

Publicado en Claude: knowledge-work-plugins (5)
  • 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 · Paquete de plugins

    Publicado en: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describe casi la misma tarea

  • clickhouse

    Connect Claude to your ClickHouse Cloud databases. Browse organizations, services, databases, and table schemas. Run read-only SQL queries against your data and get instant…

    de ClickHouse · Paquete de plugins

    Publicado en: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describe una tarea similar

  • 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 · Paquete de plugins

    Publicado en: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces, Claude Code: claude-plugins-community · Describe una tarea similar

  • 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 · Paquete de plugins

    Publicado en: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describe una tarea similar

  • pixeltable

    Build multimodal AI applications with Pixeltable -- tables, computed columns, embedding search, UDFs, tool-calling agents, and 25+ AI provider integrations.

    de pixeltable · Paquete de plugins

    Publicado en: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describe una tarea similar

Publicado en 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 · Paquete de plugins

    Publicado en: Codex: openai-curated (openai/plugins) · Describe casi la misma tarea

  • 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 · Paquete de plugins

    Publicado en: Codex: openai-curated (openai/plugins) · Describe casi la misma tarea

  • OpenAI Developers

    Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.

    de OpenAI · Paquete de plugins

    Publicado en: Codex: openai-curated (openai/plugins) · Describe casi la misma tarea

  • Datadog (Preview)

    Available for US1 customers only. Analyze, investigate, and act on your Datadog telemetry directly from ChatGPT using natural language. Ask questions about your production…

    de Datadog · Paquete de plugins

    Publicado en: Codex: openai-curated (openai/plugins) · Describe casi la misma tarea

  • 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 · Paquete de plugins

    Publicado en: Codex: openai-curated (openai/plugins) · Describe casi la misma tarea

Publicado en Community GitHub marketplaces (5)
  • aiven

    Easily deploy managed PostgreSQL (pg), Kafka, OpenSearch, Clickhouse and other databases, streaming and apps. Free tier available, up and running in minutes.

    de aiven · Paquete de plugins

    Publicado en: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describe casi la misma tarea

  • SQL

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

    de Abhishekkumar2021 · Servidor MCP

    Publicado en: Official MCP Registry, Community GitHub marketplaces · Describe casi la misma tarea

  • Azure Cosmos DB

    Expert assistant for Azure Cosmos DB — data modeling, query optimization, performance tuning, and best practices.

    de AzureCosmosDB · Paquete de plugins

    Publicado en: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describe casi la misma tarea

  • duckdb-skills

    DuckDB-powered skills for Claude Code: read any data file, attach and query DuckDB databases, search DuckDB/DuckLake docs, search past session logs, and install/update DuckDB…

    de duckdb · Paquete de plugins

    Publicado en: Claude Code: claude-plugins-official, Community GitHub marketplaces, Claude Code: claude-plugins-community · Describe casi la misma tarea

  • 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 · Paquete de plugins

    Publicado en: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces, Claude Code: claude-plugins-community · Describe casi la misma tarea

Publicado en Copilot CLI: github/awesome-copilot (5)
  • TimeBase

    Explore and query TimeBase streams, schemas, QQL, symbols, and server status via MCP.

    de epam · Servidor MCP

    Publicado en: Official MCP Registry, Copilot CLI: github/awesome-copilot · Describe casi la misma tarea

  • 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 · Paquete de plugins

    Publicado en: Claude Code: claude-plugins-official, Official MCP Registry, Claude: knowledge-work-plugins, Copilot CLI: github/awesome-copilot · Describe casi la misma tarea

  • BLEA

    Safe BLE diagnostics, evidence workflows, and guarded automation for AI agents.

    de Nitmi · Servidor MCP

    Publicado en: Official MCP Registry, Copilot CLI: github/awesome-copilot · Describe casi la misma tarea

  • connector-namespaces

    Interactive GitHub Copilot canvas for discovering, connecting, and managing hosted MCP servers from an Azure Connector Namespace.

    de Azure · Paquete de plugins

    Publicado en: Copilot CLI: github/awesome-copilot · Describe casi la misma tarea

  • datadog

    Use Datadog directly in Copilot / VS Code through a preconfigured Datadog MCP server. Query logs, metrics, traces, dashboards, and more through natural conversation.

    de datadog-labs · Paquete de plugins

    Publicado en: Copilot CLI: github/awesome-copilot · Describe casi la misma tarea

Publicado en Copilot CLI: github/copilot-plugins (5)
  • microsoft-365-agents-toolkit

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

    de microsoft · Paquete de plugins

    Publicado en: Copilot CLI: github/copilot-plugins · Describe casi la misma tarea

  • canvas-apps

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

    de microsoft · Paquete de plugins

    Publicado en: Copilot CLI: github/copilot-plugins · Describe casi la misma tarea

  • workiq

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

    de microsoft · Paquete de plugins

    Publicado en: Copilot CLI: github/copilot-plugins · Describe casi la misma tarea

  • mcp-apps

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

    de microsoft · Paquete de plugins

    Publicado en: Copilot CLI: github/copilot-plugins · Describe casi la misma tarea

  • 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 · Paquete de plugins

    Publicado en: Copilot CLI: github/copilot-plugins · Describe casi la misma tarea

Publicado en Cursor: cursor/plugins (5)
  • Google Cloud BigQuery

    Explore datasets and tables and run SQL queries.

    de Cursor · Paquete de plugins

    Publicado en: Cursor: cursor/plugins · Describe casi la misma tarea

  • Orchestrate

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

    de Cursor · Paquete de plugins

    Publicado en: Cursor: cursor/plugins · Describe casi la misma tarea

  • Cursor SDK

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

    de Cursor · Paquete de plugins

    Publicado en: Cursor: cursor/plugins · Describe casi la misma tarea

  • PostHog MCP

    Work with PostHog from chat: query product analytics and run SQL, manage feature flags and experiments, triage error tracking issues, and review session replays, surveys, and…

    de Cursor · Paquete de plugins

    Publicado en: Cursor: cursor/plugins · Describe casi la misma tarea

  • Guru

    Search company knowledge and draft verified answers.

    de Cursor · Paquete de plugins

    Publicado en: Cursor: cursor/plugins · Describe casi la misma tarea

Publicado en Docker MCP Catalog (5)
  • Chroma

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

    de chroma-core · Servidor MCP

    Publicado en: Docker MCP Catalog · Describe casi la misma tarea

  • Kagi Search

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

    de kagisearch · Servidor MCP

    Publicado en: Docker MCP Catalog · Describe casi la misma tarea

  • 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

    Publicado en: Official MCP Registry, Docker MCP Catalog · Describe casi la misma tarea

  • SQLite (Archived)

    Database interaction and business intelligence capabilities.

    de modelcontextprotocol · Servidor MCP

    Publicado en: Docker MCP Catalog · Describe casi la misma tarea

  • Needle Remote

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

    de docker · Servidor MCP

    Publicado en: Docker MCP Catalog · Describe casi la misma tarea

Publicado en Official MCP Registry (5)
  • Vector Panda

    Operate your Vector Panda collections: search and upsert vectors, schema, measured indexes, exports.

    de vectorpanda.com · Servidor MCP

    Publicado en: Official MCP Registry · Describe casi la misma tarea

  • pinecone com.mcparmory/pinecone

    Create and manage vector database indexes, backups, and collections

    de mcparmory.com · Servidor MCP

    Publicado en: Official MCP Registry · Describe casi la misma tarea

  • mcp-qdrant io.github.infoinlet-marketplace/mcp-qdrant

    Read-only Qdrant vector DB for AI agents — collections, info, browse points, count, search.

    de infoinlet-marketplace · Servidor MCP

    Publicado en: Official MCP Registry · Describe casi la misma tarea

  • Local FAISS MCP Server

    Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.

    de nonatofabio · Servidor MCP

    Publicado en: Official MCP Registry · Describe casi la misma tarea

  • pgvector

    Similarity search, hybrid search, and index management for pgvector-backed PostgreSQL tables

    de mittalpk · Servidor MCP

    Publicado en: Official MCP Registry · Describe casi la misma tarea

Encontrados por significado, no por código ni repositorio compartidos: los plugins similares siguen siendo productos distintos, y esto no es una reseña ni una recomendación.

¿Es tu plugin?

Añádelo a tus proyectos y demuestra que lo mantienes con un archivo en su repositorio, un archivo en tu dominio o un registro DNS. Recibirás avisos cuando un marketplace lo publique, lo retire, cambie su marca verificada o lo que pide, y su endpoint remoto quedará monitorizado como un servicio web.

Datos de Official MCP Registry. Las cifras proceden de nuestros propios recorridos periódicos por los marketplaces, leída por última vez el . No publicamos datos de contacto de los editores de plugins.

De dónde salen los datos: cómo se elabora el catálogo