MCP Servers for Cursor

Official MCP server for Meilisearch — create and configure indexes, add documents, run hybrid and semantic searches, and manage API keys and tasks through conversation.

{
  "command": "uvx",
  "args": [
    "-n",
    "meilisearch-mcp"
  ],
  "env": {
    "MEILI_HTTP_ADDR": "http://localhost:7700",
    "MEILI_MASTER_KEY": "your_master_key"
  }
}

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"
  }
}

Resend's official MCP server for transactional and marketing email — send, schedule and batch messages, manage templates, contacts, broadcasts, automations, domains and suppressions from an agent.

{
  "command": "npx",
  "args": [
    "-y",
    "resend-mcp"
  ],
  "env": {
    "RESEND_API_KEY": "re_xxxxxxxxx"
  }
}

Miro's official hosted MCP server at mcp.miro.com — let agents search and summarise boards, build them, generate diagrams and act on comments, on any Miro plan.

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

Drive live Jupyter notebooks from an agent — read and edit cells, execute code, see rich outputs, and run against local JupyterLab or a cloud sandbox.

{
  "command": "uvx",
  "args": [
    "jupyter-mcp-server@latest"
  ],
  "env": {
    "JUPYTER_URL": "http://localhost:8888",
    "JUPYTER_TOKEN": "<YOUR_TOKEN>"
  }
}

AWS's managed MCP server: call any AWS API, run sandboxed Python against your account, and load AWS agent skills on demand — under IAM, CloudWatch and CloudTrail.

{
  "command": "uvx",
  "args": [
    "mcp-proxy-for-aws==1.6.3",
    "https://aws-mcp.us-east-1.api.aws/mcp",
    "--metadata",
    "AWS_REGION=us-west-2"
  ]
}

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"
  ]
}

Zapier's official hosted MCP server, exposing actions across 8,000+ connected apps as agent tools — with you choosing exactly which actions each server may perform.

{
  "command": "npx",
  "args": [
    "-y",
    "mcp-remote",
    "https://mcp.zapier.com/api/v1/connect",
    "--header",
    "Authorization: Bearer ${ZAPIER_MCP_TOKEN}"
  ],
  "env": {
    "ZAPIER_MCP_TOKEN": "your-connection-token"
  }
}

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",
    "<your-ado-organization>"
  ]
}

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"
  ]
}

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"
  ]
}

GitLab's own MCP server — issues, merge requests, CI/CD pipelines, job logs, wikis and semantic code search over an OAuth-authorised HTTP endpoint.

{
  "command": "npx",
  "args": [
    "-y",
    "mcp-remote",
    "https://gitlab.com/api/v4/mcp"
  ]
}

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"
  ]
}

Official Grafana MCP server: search and edit dashboards, query Prometheus, Loki and Pyroscope, and work with alerts, incidents and on-call from an agent.

{
  "command": "uvx",
  "args": [
    "mcp-grafana"
  ],
  "env": {
    "GRAFANA_URL": "https://myinstance.grafana.net",
    "GRAFANA_SERVICE_ACCOUNT_TOKEN": "<your service account token>"
  }
}

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"
  }
}

Plaid's official sandbox MCP server: search Plaid docs, mint sandbox access tokens, generate mock financial data and fire test webhooks while building an integration.

{
  "command": "uvx",
  "args": [
    "mcp-server-plaid"
  ],
  "env": {
    "PLAID_CLIENT_ID": "your_client_id",
    "PLAID_SECRET": "your_sandbox_secret"
  }
}

Official Directus MCP server for content teams — browse collections and schema, create and edit items, manage files and comments, and trigger flows from an AI client.

{
  "command": "npx",
  "args": [
    "@directus/content-mcp@latest"
  ],
  "env": {
    "DIRECTUS_URL": "https://your-instance.directus.app",
    "DIRECTUS_TOKEN": "your_static_token"
  }
}

Render's official MCP server — create and inspect web services, static sites, cron jobs, Postgres and key-value instances, pull logs and metrics, and run read-only SQL against a Render-hosted database.

{
  "command": "npx",
  "args": [
    "-y",
    "mcp-remote",
    "https://mcp.render.com/mcp"
  ],
  "env": {
    "RENDER_API_KEY": "rnd_xxxxxxxx"
  }
}

Open-source MCP server for Confluent Cloud, Confluent Platform and standalone Apache Kafka — 50+ tools spanning topics, Flink SQL, Schema Registry, connectors and Tableflow.

{
  "command": "npx",
  "args": [
    "-y",
    "@confluentinc/mcp-confluent",
    "--config",
    "/absolute/path/to/config.yaml"
  ]
}

Twilio's official documentation MCP server — search the docs and API specs in natural language, then pull the full parameter schema for a specific API operation before writing code against it.

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

Algolia's managed MCP server at mcp.algolia.com — read-only access to indices, Recommend models and search analytics over OAuth, with no API keys to manage.

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

Vapi's official MCP server for building voice agents — create assistants, place and schedule outbound phone calls, and manage phone numbers from your AI client.

{
  "command": "npx",
  "args": [
    "-y",
    "@vapi-ai/mcp-server"
  ],
  "env": {
    "VAPI_TOKEN": "<your_vapi_token>"
  }
}

Contentful's official MCP server — model content types, search and edit entries, manage assets and publish, with semantic vector search over your space.

{
  "command": "npx",
  "args": [
    "-y",
    "@contentful/mcp-server"
  ],
  "env": {
    "CONTENTFUL_MANAGEMENT_ACCESS_TOKEN": "<your-CMA-token>",
    "SPACE_ID": "<your-space-id>",
    "ENVIRONMENT_ID": "master"
  }
}

LINE's official MCP server for the Messaging API — push and broadcast text or Flex messages, build rich menus, read profiles, quota and follower IDs.

{
  "command": "npx",
  "args": [
    "@line/line-bot-mcp-server"
  ],
  "env": {
    "CHANNEL_ACCESS_TOKEN": "<YOUR_CHANNEL_ACCESS_TOKEN>"
  }
}

Bitwarden's official MCP server — unlock the vault, read and edit items, generate passwords and TOTP codes, and run organisation administration. Local use only.

{
  "command": "npx",
  "args": [
    "-y",
    "@bitwarden/mcp-server"
  ],
  "env": {
    "BW_SESSION": "<YOUR_SESSION_TOKEN>"
  }
}

X's official hosted MCP server: search the full post archive, resolve users, read timelines and trends, manage bookmarks and draft articles from any MCP client.

{
  "command": "npx",
  "args": [
    "-y",
    "@xdevplatform/xurl",
    "mcp",
    "https://api.x.com/mcp"
  ],
  "env": {
    "CLIENT_ID": "YOUR_X_APP_CLIENT_ID",
    "CLIENT_SECRET": "YOUR_X_APP_CLIENT_SECRET"
  }
}

monday.com's official MCP server — read and write items, boards, columns and WorkForms, either via the hosted endpoint or a local npm package.

{
  "command": "npx",
  "args": [
    "@mondaydotcomorg/monday-api-mcp@latest"
  ],
  "env": {
    "MONDAY_TOKEN": "your_monday_api_token"
  }
}

Semgrep's official MCP server — scan code for security vulnerabilities, write and test custom rules, and pull findings from Semgrep Cloud, from inside an agent session.

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

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"
  ]
}

Pulumi's official MCP server: search your Pulumi Cloud resources, read the provider registry while generating infrastructure code, and delegate work to the Pulumi Neo agent.

{
  "command": "http",
  "args": [
    "https://mcp.ai.pulumi.com/mcp"
  ]
}

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"
  ]
}

PagerDuty's official MCP server with 80+ tools for incidents, schedules, services and escalation policies — read-only by default, with write actions behind an explicit flag.

{
  "command": "uvx",
  "args": [
    "pagerduty-mcp"
  ],
  "env": {
    "PAGERDUTY_USER_API_KEY": "${input:pagerduty-api-key}"
  }
}

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>",
    "CIRCLECI_BASE_URL": "https://circleci.com"
  }
}

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 SonarSource MCP server — pull code-quality issues, security hotspots, quality gates and rule explanations from SonarQube Cloud or Server into your agent.

{
  "command": "docker",
  "args": [
    "run",
    "--init",
    "--pull=always",
    "-i",
    "--rm",
    "-e",
    "SONARQUBE_TOKEN",
    "-e",
    "SONARQUBE_ORG",
    "sonarsource/sonarqube-mcp"
  ],
  "env": {
    "SONARQUBE_TOKEN": "<YOUR_TOKEN>",
    "SONARQUBE_ORG": "<YOUR_ORG>"
  }
}

Local MCP server for LaunchDarkly — manage feature flags, AI Configs, environments, audit logs and code references from an agent.

{
  "command": "npx",
  "args": [
    "-y",
    "--package",
    "@launchdarkly/mcp-server",
    "--",
    "mcp",
    "start",
    "--api-key",
    "$LD_ACCESS_TOKEN"
  ],
  "env": {
    "LD_ACCESS_TOKEN": "api-xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx"
  }
}

Ships inside the Convex CLI — lets an agent inspect deployments, read table schemas, run read-only queries, call functions and check health insights.

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

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"
  ]
}

Official commercetools MCP server exposing products, carts, orders, customers and the rest of the Composable Commerce API as scoped, selectable agent tools.

{
  "command": "npx",
  "args": [
    "-y",
    "@commercetools/commerce-mcp@latest",
    "--tools=all.read",
    "--clientId=CLIENT_ID",
    "--clientSecret=CLIENT_SECRET",
    "--authUrl=AUTH_URL",
    "--projectKey=PROJECT_KEY",
    "--apiUrl=API_URL"
  ]
}

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>"
  }
}

Biomedical research MCP server reaching about 30 trusted sources — PubMed, ClinicalTrials.gov, ClinVar, OncoKB and Reactome — through one command grammar.

{
  "command": "biomcp",
  "args": [
    "serve"
  ]
}

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"
  ]
}

Local code intelligence MCP server that returns symbol context, call graphs and impact analysis in a single call — 15 languages, indexed on your own machine.

{
  "command": "codanna",
  "args": [
    "--config",
    ".codanna/settings.toml",
    "serve",
    "--watch"
  ]
}

Sentry's MCP server and CLI for iOS and macOS work — build, run on simulators and devices, capture logs, and drive tests from inside a coding agent.

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

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"
  ]
}

Auth0's official MCP server: create applications, deploy Actions, inspect logs and manage users in your tenant through natural language.

{
  "command": "npx",
  "args": [
    "-y",
    "@auth0/auth0-mcp-server",
    "run"
  ],
  "env": {
    "DEBUG": "auth0-mcp"
  }
}

HashiCorp's official MCP server for the Terraform Registry, HCP Terraform and Terraform Enterprise — providers, modules, policies and workspace operations.

{
  "command": "docker",
  "args": [
    "run",
    "-i",
    "--rm",
    "hashicorp/terraform-mcp-server:0.2.3"
  ]
}

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"
  ]
}

Pulls up-to-date, version-specific documentation and code examples for libraries straight into your prompt.

{
  "command": "npx",
  "args": [
    "-y",
    "@upstash/context7-mcp"
  ]
}

Browser automation for agents — navigate, click, type, and read pages using Playwright's accessibility tree, no screenshots required.

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

Secure local file operations for agents — read, write, search, and edit files within configurable allowed directories.

{
  "command": "npx",
  "args": [
    "-y",
    "@modelcontextprotocol/server-filesystem",
    "/path/to/allowed/dir"
  ]
}