MCP Servers for VS Code

Official AntV MCP server that turns a description of your data into a rendered chart — 26 visualization types from bar and line to sankey, mind-map, fishbone and geographic maps.

{
  "command": "npx",
  "args": [
    "-y",
    "@antv/mcp-server-chart"
  ]
}

Google's official Firebase MCP server — 70+ tools across Firestore, Auth, Crashlytics, Cloud Functions, Storage, Messaging and Remote Config, shipped inside the Firebase CLI.

{
  "command": "npx",
  "args": [
    "-y",
    "firebase-tools@latest",
    "mcp"
  ]
}

Fireflies.ai's official remote MCP server — 19 tools for searching meeting transcripts and summaries, pulling action items and analytics, and cutting soundbites from recorded calls.

{
  "command": "npx",
  "args": [
    "-y",
    "mcp-remote",
    "https://api.fireflies.ai/mcp"
  ]
}

Replicate's official MCP server: search thousands of hosted models, read their schemas, and run predictions on image, video, audio and language models from inside an agent.

{
  "command": "npx",
  "args": [
    "-y",
    "replicate-mcp"
  ],
  "env": {
    "REPLICATE_API_TOKEN": "your-token-here"
  }
}

Hugging Face's official remote MCP server — search and inspect models, datasets and Spaces, browse the Hub filesystem over hf:// URIs, and turn Gradio Spaces into callable tools.

{
  "command": "npx",
  "args": [
    "-y",
    "mcp-remote",
    "https://huggingface.co/mcp?login"
  ]
}

Tableau's own MCP server — query published data sources, explore workbooks and views, and render live vizzes inside an AI client.

{
  "command": "npx",
  "args": [
    "-y",
    "@tableau/mcp-server@latest"
  ],
  "env": {
    "SERVER": "https://my-tableau-server.com",
    "SITE_NAME": "my_site",
    "PAT_NAME": "my_pat",
    "PAT_VALUE": "pat_value"
  }
}

Official Xero MCP server that lets an agent read and write a real accounting ledger — invoices, contacts, payments, payroll timesheets and financial reports — over the Xero API.

{
  "command": "npx",
  "args": [
    "-y",
    "@xeroapi/xero-mcp-server@latest"
  ],
  "env": {
    "XERO_CLIENT_ID": "your_client_id",
    "XERO_CLIENT_SECRET": "your_client_secret"
  }
}

Google's official MCP server for driving the gcloud CLI from natural language, with allowlist and denylist controls over which commands an agent may run.

{
  "command": "npx",
  "args": [
    "-y",
    "@google-cloud/gcloud-mcp"
  ]
}

Microsoft's official MCP server for Azure DevOps - work items, repos, pipelines, wikis, test plans and iterations, reachable from any MCP client in plain language.

{
  "command": "npx",
  "args": [
    "-y",
    "@azure-devops/mcp",
    "${input:ado_org}"
  ]
}

Semantic code toolkit for coding agents — symbol-level search, editing and refactoring backed by language servers or the JetBrains platform.

{
  "command": "serena",
  "args": [
    "start-mcp-server",
    "--context=ide"
  ]
}

Platform-agnostic MCP server that drives iOS and Android apps on simulators, emulators and real devices through the accessibility tree rather than screenshots.

{
  "command": "npx",
  "args": [
    "-y",
    "@mobilenext/mobile-mcp@latest"
  ]
}

A proxy that lets local-only MCP clients connect to remote servers, handling OAuth and transport differences.

{
  "command": "npx",
  "args": [
    "-y",
    "mcp-remote",
    "https://example.com/mcp"
  ]
}

Control Blender from an AI client — build scenes, apply materials, and run Python against the live session.

{
  "command": "uvx",
  "args": [
    "blender-mcp"
  ]
}

Run AI-generated code safely in an isolated cloud sandbox, with results returned as data rather than text.

{
  "command": "npx",
  "args": [
    "-y",
    "@e2b/mcp-server"
  ],
  "env": {
    "E2B_API_KEY": "your-api-key"
  }
}

ElevenLabs' official MCP server — generate speech, clone voices, transcribe audio, and build voice agents.

{
  "command": "uvx",
  "args": [
    "elevenlabs-mcp"
  ],
  "env": {
    "ELEVENLABS_API_KEY": "your-api-key"
  }
}

Apify's official MCP server — turn thousands of ready-made scrapers into tools your assistant can call.

{
  "command": "npx",
  "args": [
    "-y",
    "@apify/actors-mcp-server"
  ],
  "env": {
    "APIFY_TOKEN": "your-apify-token"
  }
}

Browserbase's official MCP server — cloud browser automation with Stagehand's natural-language actions.

{
  "command": "npx",
  "args": [
    "-y",
    "@browserbasehq/mcp-server-browserbase"
  ],
  "env": {
    "BROWSERBASE_API_KEY": "your-api-key",
    "BROWSERBASE_PROJECT_ID": "your-project-id"
  }
}

Read and post to Slack from an AI client — channels, threads, reactions, and user lookup.

{
  "command": "npx",
  "args": [
    "-y",
    "@zencoderai/slack-mcp-server"
  ],
  "env": {
    "SLACK_BOT_TOKEN": "xoxb-your-token",
    "SLACK_TEAM_ID": "T01234567"
  }
}

A universal database MCP server — one integration for PostgreSQL, MySQL, SQL Server, SQLite, and MariaDB.

{
  "command": "npx",
  "args": [
    "-y",
    "@bytebase/dbhub",
    "--transport",
    "stdio",
    "--dsn",
    "postgres://user:pass@localhost:5432/db"
  ]
}

MongoDB's official MCP server — query databases, explore schemas, and manage Atlas clusters from an AI client.

{
  "command": "npx",
  "args": [
    "-y",
    "mongodb-mcp-server"
  ],
  "env": {
    "MDB_MCP_CONNECTION_STRING": "mongodb://localhost:27017"
  }
}

Drive real robots from an AI assistant. Bridges MCP clients to ROS 1 and ROS 2 through rosbridge — publish topics, call services, send action goals and read sensors with no change to robot code.

{
  "command": "uvx",
  "args": [
    "ros-mcp",
    "--transport=stdio"
  ]
}

Cloudsmith's official MCP server, built into its CLI: manage artifact repositories, packages and policies through an agent, with write operations off by default.

{
  "command": "cloudsmith",
  "args": [
    "mcp",
    "start"
  ]
}

Cal.com's official MCP server: book, reschedule and cancel meetings, manage event types and schedules, and query real availability from a chat client.

{
  "command": "npx",
  "args": [
    "-y",
    "mcp-remote",
    "https://mcp.cal.com/mcp"
  ]
}

Official Crawlbase MCP server giving agents live web access — fetch any URL as raw HTML, clean Markdown or a screenshot, with JS rendering and proxy rotation handled for you.

{
  "command": "npx",
  "args": [
    "@crawlbase/mcp@latest"
  ],
  "env": {
    "CRAWLBASE_TOKEN": "your-normal-token",
    "CRAWLBASE_JS_TOKEN": "your-javascript-token"
  }
}

Self-hosted persistent memory for coding agents: hooks capture what you do, and an MCP server lets any agent recall it across sessions and across tools.

{
  "command": "npx",
  "args": [
    "-y",
    "@agentmemory/mcp"
  ],
  "env": {
    "AGENTMEMORY_URL": "http://localhost:3111"
  }
}

Alpaca's official MCP server for trading stocks, options and crypto, plus market data and portfolio analysis, in plain language.

{
  "command": "uvx",
  "args": [
    "alpaca-mcp-server"
  ],
  "env": {
    "ALPACA_API_KEY": "your_alpaca_api_key",
    "ALPACA_SECRET_KEY": "your_alpaca_secret_key",
    "ALPACA_PAPER_TRADE": "true"
  }
}

MathWorks' official MCP server: let Claude Code, Copilot or Codex run MATLAB code, lint it and execute unit tests on your local install.

{
  "command": "C:\\fullpath\\to\\matlab-mcp-server-windows-x64.exe",
  "args": []
}

Clerk's official remote MCP server feeds AI coding assistants verified Clerk SDK snippets and implementation patterns, so generated auth code matches the current API.

{
  "command": "npx",
  "args": [
    "-y",
    "mcp-remote",
    "https://mcp.clerk.com/mcp"
  ]
}

Trigger.dev's official MCP server — trigger and monitor background jobs, deploy to any environment, and query runs with TRQL from your coding agent.

{
  "command": "npx",
  "args": [
    "-y",
    "trigger.dev@latest",
    "mcp"
  ]
}

Modern Treasury's official MCP server, built on Code Mode: the agent writes TypeScript against the payments SDK and runs it in a sandbox instead of calling one tool per endpoint.

{
  "command": "npx",
  "args": [
    "-y",
    "modern-treasury-mcp"
  ],
  "env": {
    "MODERN_TREASURY_API_KEY": "My API Key",
    "MODERN_TREASURY_ORGANIZATION_ID": "my-organization-ID",
    "MODERN_TREASURY_WEBHOOK_KEY": "My Webhook Key"
  }
}

Timescale's official MCP server, bundled with the Tiger CLI — manage Tiger Cloud Postgres services, inspect schemas and hypertables, and search the docs from an AI assistant.

{
  "command": "tiger",
  "args": [
    "mcp",
    "start"
  ]
}

Prefect's official read-only MCP server for inspecting flow runs, deployments and automations on Prefect Cloud or self-hosted, with a docs proxy for current CLI and SDK guidance.

{
  "command": "uvx",
  "args": [
    "prefect-mcp"
  ]
}

Loops' official remote MCP server — manage contacts, mailing lists, campaigns and transactional email in a Loops account from an agent, over OAuth.

{
  "command": "npx",
  "args": [
    "-y",
    "mcp-remote",
    "https://mcp.loops.so"
  ]
}

Railway's official MCP server, bundled with the Railway CLI — 40+ tools for projects, services, deployments, variables, domains and observability, with destructive actions gated behind explicit confirmation.

{
  "command": "railway",
  "args": [
    "mcp"
  ]
}

Doist's official Todoist MCP server — a hosted OAuth endpoint that lets an agent find, create and update tasks and projects, with inline MCP Apps widgets for task lists.

{
  "command": "npx",
  "args": [
    "-y",
    "mcp-remote",
    "https://ai.todoist.net/mcp"
  ]
}

A sandbox for third-party API integrations: agents replay Stripe, GitHub, Twilio and 50+ other workflows — webhooks, retries and failure cases included — without touching the real API.

{
  "command": "npx",
  "args": [
    "-y",
    "fetchsandbox-mcp@latest"
  ]
}

HashiCorp's official MCP server for Vault: manage secret engine mounts, read and write KV secrets, and drive the PKI engine — issuers, roles and certificates — from an agent.

{
  "command": "docker",
  "args": [
    "run",
    "-i",
    "--rm",
    "-e",
    "VAULT_ADDR=${input:vault_addr}",
    "-e",
    "VAULT_TOKEN=${input:vault_token}",
    "-e",
    "VAULT_NAMESPACE=${input:vault_namespace}",
    "hashicorp/vault-mcp-server"
  ]
}

WorkOS's official remote MCP server — run your WorkOS dashboard from an agent: organizations, users, SSO connections, Directory Sync, AuthKit branding and audit log streams.

{
  "command": "npx",
  "args": [
    "-y",
    "mcp-remote",
    "https://mcp.workos.com/mcp"
  ]
}

Argo CD's MCP server from argoproj-labs — list and sync applications, walk the resource tree and read workload logs in natural language.

{
  "command": "npx",
  "args": [
    "argocd-mcp@latest",
    "stdio"
  ],
  "env": {
    "ARGOCD_BASE_URL": "https://argocd.example.com",
    "ARGOCD_API_TOKEN": "your-argocd-api-token"
  }
}

The official draw.io MCP server — turn a description into a real diagram, rendered inline in chat or opened straight in the draw.io editor.

{
  "command": "npx",
  "args": [
    "-y",
    "@drawio/mcp"
  ]
}

Runpod's official MCP server for driving GPU infrastructure — create and manage Pods, Serverless endpoints, templates and network volumes from an AI client.

{
  "command": "npx",
  "args": [
    "-y",
    "@runpod/mcp-server@latest"
  ],
  "env": {
    "RUNPOD_API_KEY": "your-runpod-api-key"
  }
}

Mapbox's official MCP server — geocoding, POI search, routing, isochrones and live interactive maps rendered inside the chat.

{
  "command": "npx",
  "args": [
    "-y",
    "@mapbox/mcp-server"
  ],
  "env": {
    "MAPBOX_ACCESS_TOKEN": "your-mapbox-access-token"
  }
}

Okta's official open-source MCP server: manage users, groups, apps, policies and branding in your Okta org from an AI agent, with scope-gated tools and confirmation on destructive actions.

{
  "command": "docker",
  "args": [
    "run",
    "-i",
    "--rm",
    "-e",
    "OKTA_ORG_URL=${input:OKTA_ORG_URL}",
    "-e",
    "OKTA_CLIENT_ID=${input:OKTA_CLIENT_ID}",
    "-e",
    "OKTA_SCOPES=${input:OKTA_SCOPES}",
    "-e",
    "OKTA_PRIVATE_KEY=${input:OKTA_PRIVATE_KEY}",
    "-e",
    "OKTA_KEY_ID=${input:OKTA_KEY_ID}",
    "okta-mcp-server"
  ]
}

Adyen's official MCP server (alpha) — create checkout sessions and payment links, refund or cancel payments, and manage merchant accounts and terminals.

{
  "command": "npx",
  "args": [
    "-y",
    "@adyen/mcp",
    "--adyenApiKey=YOUR_ADYEN_API_KEY",
    "--env=TEST"
  ],
  "env": {
    "ADYEN_API_KEY": "${ADYEN_API_KEY}"
  }
}

Snyk's official MCP server, shipped inside the Snyk CLI: scan code, dependencies, containers and IaC for vulnerabilities, generate SBOMs and monitor projects from your agent.

{
  "command": "snyk",
  "args": [
    "mcp",
    "-t",
    "stdio"
  ]
}

Official Google server exposing Google Cloud Observability to agents — querying logs, metrics and traces from a Google Cloud project without leaving the assistant.

{
  "command": "npx",
  "args": [
    "-y",
    "@google-cloud/observability-mcp"
  ]
}

Sanity's official hosted MCP server: run GROQ queries, patch and publish documents, manage releases and deploy schemas — with the agent aware of your content model.

{
  "command": "npx",
  "args": [
    "-y",
    "mcp-remote",
    "https://mcp.sanity.io"
  ]
}

Intercom's official remote MCP server: 13 tools for searching conversations, contacts and help-centre content so an agent can reason over real customer-support history.

{
  "command": "npx",
  "args": [
    "-y",
    "mcp-remote",
    "https://mcp.intercom.com/mcp"
  ]
}

Official remote MCP server from Brandfetch that gives an agent real company logos, brand colours, fonts and merchant identification instead of guessed or hallucinated assets.

{
  "command": "npx",
  "args": [
    "-y",
    "mcp-remote",
    "https://mcp.brandfetch.io/mcp"
  ]
}

Official Panda CSS MCP server that exposes your design system - tokens, recipes, patterns, breakpoints and the resolved config - so an agent styles components with real values.

{
  "command": "npx",
  "args": [
    "-y",
    "@pandacss/mcp"
  ]
}

The official ESLint MCP server, shipped inside the ESLint CLI - lets an editor agent lint files, read rule violations and apply fixes using your project's own configuration.

{
  "command": "npx",
  "args": [
    "@eslint/mcp@latest"
  ]
}

CircleCI's official MCP server: pull build failure logs, hunt flaky tests, validate config, trigger and rerun pipelines, and roll back - in natural language from your IDE.

{
  "command": "npx",
  "args": [
    "-y",
    "@circleci/mcp-server-circleci@latest"
  ],
  "env": {
    "CIRCLECI_TOKEN": "<your-circleci-personal-api-token>"
  }
}

Salesforce's official MCP server: over 60 tools across 15 toolsets for reading org data, deploying metadata, running Apex tests and building Lightning Web Components.

{
  "command": "npx",
  "args": [
    "-y",
    "@salesforce/mcp",
    "--orgs",
    "DEFAULT_TARGET_ORG",
    "--toolsets",
    "orgs,metadata,data,users"
  ]
}

Webflow's official MCP server — let agents read and edit sites, pages, CMS collections and items through the Webflow Data API, with a companion app that syncs the live Designer canvas.

{
  "command": "npx",
  "args": [
    "-y",
    "mcp-remote",
    "https://mcp.webflow.com/sse"
  ]
}

Microsoft's official remote MCP server for Learn documentation — semantic search over first-party Azure and .NET docs, page fetch, and verified code samples. Free, no key.

{
  "command": "npx",
  "args": [
    "-y",
    "mcp-remote",
    "https://learn.microsoft.com/api/mcp"
  ]
}

Official Hugging Face MCP server: search models, datasets, Spaces and papers on the Hub, read repository files, and call Gradio apps as agent tools.

{
  "command": "npx",
  "args": [
    "-y",
    "mcp-remote",
    "https://huggingface.co/mcp?login"
  ]
}

Canva's official MCP server for building Canva apps — grounds an agent in the Apps SDK and App UI Kit docs instead of letting it guess the API.

{
  "command": "npx",
  "args": [
    "-y",
    "@canva/cli@latest",
    "mcp"
  ]
}

DeepL's official MCP server: translate text and whole documents, rephrase copy with a chosen style and tone, and reuse your account's glossaries and style rules.

{
  "command": "npx",
  "args": [
    "-y",
    "deepl-mcp-server"
  ],
  "env": {
    "DEEPL_API_KEY": "your-api-key"
  }
}

Official BrowserStack MCP server: run manual and automated tests on real browsers and devices, then debug and fix failing tests from your IDE in plain English.

{
  "command": "npx",
  "args": [
    "-y",
    "@browserstack/mcp-server@latest"
  ],
  "env": {
    "BROWSERSTACK_USERNAME": "<username>",
    "BROWSERSTACK_ACCESS_KEY": "<access_key>"
  }
}

Local-first web MCP server for AI agents — search, fetch, crawl, extract and deep research with no API keys, no cloud round-trip and no per-query bill.

{
  "command": "npx",
  "args": [
    "-y",
    "wigolo"
  ]
}

Netlify's official MCP server, wrapping the Netlify API and CLI so agents can create projects, deploy, manage secrets, extensions and access controls.

{
  "command": "npx",
  "args": [
    "-y",
    "@netlify/mcp"
  ]
}

Prisma's official MCP servers — a local one for database workflows in your editor, and a remote one for managing Prisma Postgres from an AI platform.

{
  "command": "npx",
  "args": [
    "-y",
    "prisma",
    "mcp"
  ]
}

Search and read Wikipedia from an AI client — summaries, full articles, specific sections, and nearby pages.

{
  "command": "npx",
  "args": [
    "-y",
    "@cyanheads/wikipedia-mcp-server"
  ]
}

Search PubMed's biomedical literature and read abstracts and open-access full text from an AI client.

{
  "command": "uvx",
  "args": [
    "mcp-simple-pubmed"
  ],
  "env": {
    "PUBMED_EMAIL": "you@example.com"
  }
}

Search arXiv, download papers, and read their full text from an AI client — research without the PDF shuffling.

{
  "command": "uvx",
  "args": [
    "arxiv-mcp-server"
  ]
}

Search YouTube, read video transcripts, and pull channel statistics from an AI client.

{
  "command": "npx",
  "args": [
    "-y",
    "youtube-data-mcp-server"
  ],
  "env": {
    "YOUTUBE_API_KEY": "your-api-key"
  }
}

Run Redis commands against Upstash's serverless Redis over HTTP, with documentation search built in.

{
  "command": "npx",
  "args": [
    "-y",
    "@upstash/redis-mcp"
  ],
  "env": {
    "UPSTASH_REDIS_REST_URL": "https://your-db.upstash.io",
    "UPSTASH_REDIS_REST_TOKEN": "your-token"
  }
}

Cloudinary's official MCP server — upload, search, transform, and organise media assets from an AI client.

{
  "command": "npx",
  "args": [
    "-y",
    "@cloudinary/asset-management-mcp"
  ],
  "env": {
    "CLOUDINARY_CLOUD_NAME": "your-cloud",
    "CLOUDINARY_API_KEY": "key",
    "CLOUDINARY_API_SECRET": "secret"
  }
}

Shopify's official developer MCP server — accurate API docs and schema introspection for building Shopify apps.

{
  "command": "npx",
  "args": [
    "-y",
    "@shopify/dev-mcp"
  ]
}

Square's official MCP server — manage catalog, orders, payments, customers, and inventory from an AI client.

{
  "command": "npx",
  "args": [
    "-y",
    "square-mcp-server"
  ],
  "env": {
    "ACCESS_TOKEN": "your-square-token",
    "SANDBOX": "true"
  }
}

PayPal's official MCP server — create invoices, manage orders and subscriptions, and query transactions.

{
  "command": "npx",
  "args": [
    "-y",
    "@paypal/mcp",
    "--tools=all"
  ],
  "env": {
    "PAYPAL_ACCESS_TOKEN": "your-access-token"
  }
}

Twilio Labs' MCP server — send messages, place calls, and manage numbers across the Twilio API.

{
  "command": "npx",
  "args": [
    "-y",
    "@twilio-alpha/mcp"
  ],
  "env": {
    "TWILIO_ACCOUNT_SID": "ACxxxxx",
    "TWILIO_API_KEY": "SKxxxxx",
    "TWILIO_API_SECRET": "your-secret"
  }
}

DigitalOcean's official MCP server — deploy apps and manage Droplets, databases, and storage conversationally.

{
  "command": "npx",
  "args": [
    "-y",
    "@digitalocean/mcp"
  ],
  "env": {
    "DIGITALOCEAN_API_TOKEN": "your-token"
  }
}

Heroku's official MCP server — manage apps, dynos, add-ons, config, and logs from an AI client.

{
  "command": "npx",
  "args": [
    "-y",
    "@heroku/mcp-server"
  ],
  "env": {
    "HEROKU_API_KEY": "your-api-key"
  }
}

AWS Labs' core MCP server — the entry point to AWS's official collection of service-specific MCP servers.

{
  "command": "uvx",
  "args": [
    "awslabs.core-mcp-server"
  ]
}

Microsoft's official Azure MCP server — manage cloud resources and query monitoring data conversationally.

{
  "command": "npx",
  "args": [
    "-y",
    "@azure/mcp",
    "server",
    "start"
  ]
}

Give a desktop AI client real terminal and filesystem access — run commands and edit files across your machine.

{
  "command": "npx",
  "args": [
    "-y",
    "@wonderwhy-er/desktop-commander"
  ]
}

Bright Data's official MCP server — search, scrape, and extract web data through a large proxy network.

{
  "command": "npx",
  "args": [
    "-y",
    "@brightdata/mcp"
  ],
  "env": {
    "API_TOKEN": "your-brightdata-token"
  }
}

Browser automation for AI clients — navigate, click, type, screenshot, and run JavaScript in a real page.

{
  "command": "npx",
  "args": [
    "-y",
    "@modelcontextprotocol/server-puppeteer"
  ]
}

Location services for AI clients — geocoding, place search, directions, and travel-time calculations.

{
  "command": "npx",
  "args": [
    "-y",
    "@modelcontextprotocol/server-google-maps"
  ],
  "env": {
    "GOOGLE_MAPS_API_KEY": "your-api-key"
  }
}

Search and read Google Drive files — Docs, Sheets, and Slides converted to text an assistant can use.

{
  "command": "npx",
  "args": [
    "-y",
    "@modelcontextprotocol/server-gdrive"
  ]
}

Let an AI client read and search your Obsidian vault — or any folder of Markdown notes.

{
  "command": "npx",
  "args": [
    "-y",
    "mcp-obsidian",
    "/path/to/vault"
  ]
}

Read and write Airtable bases from an AI client — records, schemas, fields, and views.

{
  "command": "npx",
  "args": [
    "-y",
    "airtable-mcp-server"
  ],
  "env": {
    "AIRTABLE_API_KEY": "pat.your-token"
  }
}

dbt Labs' official MCP server — explore project metadata, run dbt commands, and query the Semantic Layer.

{
  "command": "uvx",
  "args": [
    "dbt-mcp"
  ]
}

Search and manage Milvus vector collections from an AI client — vector, full-text, and hybrid queries.

{
  "command": "uvx",
  "args": [
    "mcp-server-milvus",
    "--milvus-uri",
    "http://localhost:19530"
  ]
}

Pinecone's official MCP server — search and manage vector indexes, and query Pinecone's docs while you build.

{
  "command": "npx",
  "args": [
    "-y",
    "@pinecone-database/mcp"
  ],
  "env": {
    "PINECONE_API_KEY": "your-api-key"
  }
}

Chroma's official MCP server — build and query vector collections directly from an AI client.

{
  "command": "uvx",
  "args": [
    "chroma-mcp",
    "--client-type",
    "persistent",
    "--data-dir",
    "./chroma"
  ]
}

Qdrant's official MCP server — semantic memory for AI assistants backed by a real vector database.

{
  "command": "uvx",
  "args": [
    "mcp-server-qdrant"
  ],
  "env": {
    "QDRANT_URL": "http://localhost:6333",
    "COLLECTION_NAME": "my-collection"
  }
}

Run DuckDB analytics locally or in MotherDuck's cloud — query files and warehouses with the same SQL.

{
  "command": "uvx",
  "args": [
    "mcp-server-motherduck",
    "--db-path",
    "md:"
  ]
}

Query Neo4j graph databases in natural language — the assistant reads your schema and writes the Cypher.

{
  "command": "uvx",
  "args": [
    "mcp-neo4j-cypher"
  ],
  "env": {
    "NEO4J_URI": "bolt://localhost:7687",
    "NEO4J_USERNAME": "neo4j",
    "NEO4J_PASSWORD": "password"
  }
}

Elastic's official MCP server — explore indexes, inspect mappings, and query Elasticsearch conversationally.

{
  "command": "npx",
  "args": [
    "-y",
    "@elastic/mcp-server-elasticsearch"
  ],
  "env": {
    "ES_URL": "https://localhost:9200",
    "ES_API_KEY": "your-api-key"
  }
}

Redis's official MCP server — read and write every Redis data structure, including vector search and streams.

{
  "command": "uvx",
  "args": [
    "redis-mcp-server"
  ],
  "env": {
    "REDIS_HOST": "127.0.0.1",
    "REDIS_PORT": "6379"
  }
}

Neon's official MCP server — manage serverless Postgres projects, branch databases, and run migrations.

{
  "command": "npx",
  "args": [
    "-y",
    "@neondatabase/mcp-server-neon",
    "start",
    "<neon-api-key>"
  ]
}

Query, modify, and analyse a local SQLite database file directly from an AI client.

{
  "command": "uvx",
  "args": [
    "mcp-server-sqlite",
    "--db-path",
    "~/data.db"
  ]
}

Read-only PostgreSQL access with automatic schema inspection — the reference MCP server for Postgres.

{
  "command": "npx",
  "args": [
    "-y",
    "@modelcontextprotocol/server-postgres",
    "postgresql://localhost/mydb"
  ]
}

Snowflake Labs' MCP server — query the warehouse, use Cortex search and analyst, and manage objects.

{
  "command": "uvx",
  "args": [
    "snowflake-labs-mcp",
    "--service-config-file",
    "tools_config.yaml"
  ]
}

ClickHouse's official MCP server — run analytical SQL, explore schemas, and query local files with chDB.

{
  "command": "uvx",
  "args": [
    "mcp-clickhouse"
  ],
  "env": {
    "CLICKHOUSE_HOST": "localhost",
    "CLICKHOUSE_USER": "default",
    "CLICKHOUSE_PASSWORD": ""
  }
}

Google's official MCP server for driving and inspecting a real Chrome browser — automation, debugging, and performance traces.

{
  "command": "npx",
  "args": [
    "-y",
    "chrome-devtools-mcp@latest"
  ]
}