Ext Ops Panel
Abrir el panel

Hashgrid DNA (local)

Search that learns from feedback, over text and images: embeds locally, sends DNA only vectors.

Servidor MCP · de hashgrid.ai

Resumen

Hashgrid DNA (local) es un servidor MCP publicado por hashgrid.ai. Marketplaces que leemos y que lo publican: 1 (Official MCP Registry). El último cambio que registramos fue el 2026-10-19. Según nuestra pasada por los marketplaces del 2026-10-20.

Qué pide

  • Se ejecuta en tu equipo
  • Secretos: 3
  • Ajustes: 5

Requiere: HASHGRID_API_KEY (secreta), OPENAI_API_KEY (secreta), VOYAGE_API_KEY (secreta)

Lo que declara, pide y ejecuta, completo

Instala solo plugins de desarrolladores en los que confíes. 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 ti 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 "HASHGRID_API_KEY=<YOUR_HASHGRID_API_KEY>" --env "OPENAI_API_KEY=<YOUR_OPENAI_API_KEY>" --env "VOYAGE_API_KEY=<YOUR_VOYAGE_API_KEY>" --transport stdio sdk -- uvx --with "fastembed>=0.7" hashgrid mcp
Codex~/.codex/config.toml
[mcp_servers.sdk]
command = "uvx"
args = ["--with", "fastembed>=0.7", "hashgrid", "mcp"]

[mcp_servers.sdk.env]
HASHGRID_API_KEY = "<YOUR_HASHGRID_API_KEY>"
OPENAI_API_KEY = "<YOUR_OPENAI_API_KEY>"
VOYAGE_API_KEY = "<YOUR_VOYAGE_API_KEY>"
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "sdk": {
      "command": "uvx",
      "args": [
        "--with",
        "fastembed>=0.7",
        "hashgrid",
        "mcp"
      ],
      "env": {
        "HASHGRID_API_KEY": "<YOUR_HASHGRID_API_KEY>",
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "VOYAGE_API_KEY": "<YOUR_VOYAGE_API_KEY>"
      }
    }
  }
}

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

Ajustes opcionales que también indica: HASHGRID_EMBEDDER, HASHGRID_INDEX.

Dónde está publicado

MarketplaceEstadoVersiónCifrasVerificadoVisto por primera vez
Official MCP Registry (Abrir el registro) Publicado 1.1.0 Forks (GitHub): 0
Estrellas (GitHub): 4
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

  1. Official MCP Registry: publicó la versión 1.1.0 (antes 1.0.0)
  2. Official MCP Registry: cambiaron las variables de entorno (ahora 5): cambió la marca de secreta u obligatoria en HASHGRID_API_KEY
  3. Pasó a ser un producto que seguimos
  4. Official MCP Registry: apareció

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.

  • Hashgrid DNA

    A search engine that learns from feedback, over embeddings: one tool per API route.

    de hashgrid.ai · Servidor MCP

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

  • ls-search io.github.CalBearKen/ls-search

    Disposable private vector search + semantic RAG for AI agents. x402 pay-per-call, no account.

    de CalBearKen · 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

  • OpenMayhem

    Use OpenMayhem text, embedding and media models with explicit cost controls.

    de openmayhem.ai · Servidor MCP

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

  • CoderSwap MCP Server

    Build searchable AI research knowledge bases with hybrid vector search directly in Claude Desktop.

    de njlnaet · Servidor MCP

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

  • Hugging Face

    Connect to Hugging Face Hub and thousands of Gradio AI Applications

    de huggingface.co · Servidor MCP

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

  • Nomic Atlas MCP by usefulapi

    Semantic nearest-neighbour search over your datasets, plus indices and projections.

    de usefulapi.io · Servidor MCP

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

  • Memory Vault

    Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.

    de MihaiBuilds · Servidor MCP

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

  • Alibaba Cloud DashScope — Qwen

    Alibaba Cloud DashScope MCP: Qwen chat, embeddings, and model discovery on your own account.

    de nirholas · Servidor MCP

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

  • Apollo MCP Server

    MCP server that exposes GraphQL operations as tools for AI models.

    de apollographql · 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)
  • model-advisor

    Claude model selection advisor — recommends optimal model for each task via shell hook. Zero attack surface.

    de Jaace · Paquete de plugins

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

  • decibel-peers

    Peer network patterns for Claude Code agent specialization. Peers gives Claude instances structured identity, discovery, messaging, and handoff protocols so specialist reviewers…

    de decibelsystems · Paquete de plugins

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

  • together-ai-skills

    A collection of skills that teach coding agents how to use the Together AI platform, including chat completions, image generation, video, audio, embeddings, fine-tuning, batch…

    de togethercomputer · Paquete de plugins

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

  • 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, Community GitHub marketplaces · Describe casi la misma tarea

  • NVIDIA Skills

    Find the right NVIDIA skill for GPU acceleration, CUDA, AI agents, data loading, training, inference, robotics, Physical AI, Omniverse, simulation, and other NVIDIA-powered…

    de NVIDIA · Paquete de plugins

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

Publicado en Claude Code: claude-plugins-official (5)
  • togetherai-skills

    Agent Skills for Together AI platform — inference, training, embeddings, audio, video, images, function calling, and infrastructure. Covers serverless chat completions…

    de togethercomputer · Paquete de plugins

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

  • 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, Community GitHub marketplaces · Describe casi la misma tarea

  • NVIDIA Skills

    Find the right NVIDIA skill for GPU acceleration, CUDA, AI agents, data loading, training, inference, robotics, Physical AI, Omniverse, simulation, and other NVIDIA-powered…

    de NVIDIA · Paquete de plugins

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

  • huggingface-skills

    Build, train, evaluate, and use open source AI models, datasets, and spaces.

    de huggingface · Paquete de plugins

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

  • 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, Community GitHub marketplaces · Describe casi la misma tarea

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, Community GitHub marketplaces · Describe casi la misma tarea

  • 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, Community GitHub marketplaces · Describe casi la misma tarea

  • datarobot-agent-skills

    DataRobot skills for AI/ML workflows — model training, deployment, predictions, feature engineering, monitoring, explainability, data preparation, App Framework CI/CD, and…

    de datarobot-oss · Paquete de plugins

    Publicado en: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces · 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

  • langfuse

    Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.

    de langfuse · Paquete de plugins

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

Publicado en Codex: openai-curated (openai/plugins) (5)
  • 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

  • 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

  • Life Science Research

    General life-sciences research workflows with query routing, evidence synthesis, and optional parallel subagent analysis across genetics, omics, biology, chemistry, structure…

    de OpenAI · Paquete de plugins

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

  • Boltz

    Predict structures, screen molecules and proteins, and design binders.

    de Boltz · Paquete de plugins

    Publicado en: Codex: openai-curated (openai/plugins) · Describe una tarea similar

Publicado en Community GitHub marketplaces (5)
  • ruflo-ruvector

    Self-learning vector database — HNSW, FlashAttention-3, Graph RAG, hybrid search, DiskANN, and Brain AGI

    de ruvnet · Paquete de plugins

    Publicado en: Community GitHub marketplaces · Describe casi la misma tarea

  • ai-engineer

    Build production-ready LLM applications, advanced RAG systems, and intelligent agents. Implements vector search, multimodal AI, agent orchestration, and enterprise AI…

    de curiositech · Paquete de plugins

    Publicado en: Community GitHub marketplaces · Describe casi la misma tarea

  • ollama

    Ollama REST API skill - run and manage local LLMs with chat, generate, embeddings, and custom model creation

    de Datathings · Paquete de plugins

    Publicado en: Community GitHub marketplaces · Describe casi la misma tarea

  • Unified AI System

    Connect Codex to a self-hosted AI gateway with provider-free prompt enhancement and fifteen governed MCP tools.

    de happy520ai · Paquete de plugins

    Publicado en: Community GitHub marketplaces · Describe casi la misma tarea

  • Kindex

    Persistent knowledge graph and MCP server for AI workflows with git-tracked project context.

    de jmcentire · Servidor MCP

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

Publicado en 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 · Paquete de plugins

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

  • ai-team-orchestration

    Run a lightweight, role-separated AI development team with flexible tools, developer-selected models, proportionate planning, and optional QA.

    de Denis Evdokimov · Paquete de plugins

    Publicado en: 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

  • 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

  • edge-ai-tasks

    Task Researcher and Task Planner for intermediate to expert users and large codebases - Brought to you by microsoft/edge-ai

    de Awesome Copilot Community · 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

  • dataverse

    Build and manage Microsoft Dataverse solutions using natural language. Includes table/column creation, solution lifecycle, data operations, and MCP server configuration.

    de microsoft · Paquete de plugins

    Publicado en: Copilot CLI: github/awesome-copilot, 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

  • 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

  • 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)
  • Ralph Loop

    Iterative self-referential AI loops using the Ralph Wiggum technique.

    de Cursor · Paquete de plugins

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

  • Continual Learning

    Incremental transcript-driven memory updates for AGENTS.md using high-signal bullet points only.

    de Eric Zakariasson · 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

  • Grok Voice

    Add Grok voice to an app: realtime speech-to-speech, speech-to-text dictation, text-to-speech read-aloud, and a log-driven fix loop for voice sessions.

    de Eric Zakariasson · 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)
  • Opik

    Read and score Opik traces, experiments, datasets and prompts from your AI assistant.

    de comet-ml · Servidor MCP

    Publicado en: Official MCP Registry, 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

  • 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

  • OpenMesh

    Discover and connect to a curated marketplace of MCP servers for extending AI agent capabilities.

    de docker · Servidor MCP

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

  • AWS Bedrock Data Automation

    Analyze documents, images, videos, and audio.

    de awslabs · Servidor MCP

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

Publicado en Official MCP Registry (5)
  • Hashgrid DNA

    A search engine that learns from feedback, over embeddings: one tool per API route.

    de hashgrid.ai · Servidor MCP

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

  • ls-search io.github.CalBearKen/ls-search

    Disposable private vector search + semantic RAG for AI agents. x402 pay-per-call, no account.

    de CalBearKen · 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

  • OpenMayhem

    Use OpenMayhem text, embedding and media models with explicit cost controls.

    de openmayhem.ai · Servidor MCP

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

  • CoderSwap MCP Server

    Build searchable AI research knowledge bases with hybrid vector search directly in Claude Desktop.

    de njlnaet · Servidor MCP

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

Publicado en npm registry (MCP servers) (5)
  • DuDuClaw

    Local persistent memory and Markdown wiki for AI coding agents: 24 MCP tools, no gateway required.

    de zhixuli0406 · Servidor MCP

    Publicado en: Official MCP Registry, npm registry (MCP servers) · Describe casi la misma tarea

  • easytable-mcp io.github.chrischall/easytable-mcp

    easyTable restaurant reservations for Claude — availability, and create/modify/cancel bookings

    de chrischall · Servidor MCP

    Publicado en: Official MCP Registry, npm registry (MCP servers) · Describe casi la misma tarea

  • Delimit

    One workspace for every AI coding assistant. Shared tasks, memory, and governance.

    de delimit-ai · Servidor MCP

    Publicado en: Official MCP Registry, npm registry (MCP servers), Community GitHub marketplaces · Describe casi la misma tarea

  • DEEPBOM

    Browser-local and CLI static evidence for deployed AI model artifacts.

    de JunHwan-Kwon · Servidor MCP

    Publicado en: Official MCP Registry, npm registry (MCP servers) · Describe casi la misma tarea

  • mcp com.dechonet/mcp

    30 security tools for AI agents: phishing links, exposure maps, DNS, SSL, PQC, history, pivots.

    de dechonet.com · Servidor MCP

    Publicado en: Official MCP Registry, npm registry (MCP servers) · 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.

¿Quieres esta marca para tu plugin en nuestro catálogo?

Demuestra que lo mantienes con un archivo en su repositorio, un archivo en tu dominio o un registro DNS, y podrás mostrar esta marca en la ficha, con banners en vivo para tu web y tu README. Cómo funciona la verificación

Además 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