gcloud MCP Server
by GoogleGoogle's official MCP server for driving the gcloud CLI from natural language, with allowlist and denylist controls over which commands an agent may run.
53 Model Context Protocol servers in the Onei catalogue ship a tested Windsurf configuration. Windsurf reads MCP servers from its mcp_config.json. Each server below lists the entry to add under mcpServers.
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.
A proxy that lets local-only MCP clients connect to remote servers, handling OAuth and transport differences.
Control Blender from an AI client — build scenes, apply materials, and run Python against the live session.
Run AI-generated code safely in an isolated cloud sandbox, with results returned as data rather than text.
ElevenLabs' official MCP server — generate speech, clone voices, transcribe audio, and build voice agents.
Apify's official MCP server — turn thousands of ready-made scrapers into tools your assistant can call.
Browserbase's official MCP server — cloud browser automation with Stagehand's natural-language actions.
Read and post to Slack from an AI client — channels, threads, reactions, and user lookup.
A universal database MCP server — one integration for PostgreSQL, MySQL, SQL Server, SQLite, and MariaDB.
MongoDB's official MCP server — query databases, explore schemas, and manage Atlas clusters from an AI client.
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.
Official Google server exposing Google Cloud Observability to agents — querying logs, metrics and traces from a Google Cloud project without leaving the assistant.
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.
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.
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.
Netlify's official MCP server, wrapping the Netlify API and CLI so agents can create projects, deploy, manage secrets, extensions and access controls.
Auth0's official MCP server: create applications, deploy Actions, inspect logs and manage users in your tenant through natural language.
Search and read Wikipedia from an AI client — summaries, full articles, specific sections, and nearby pages.
Search PubMed's biomedical literature and read abstracts and open-access full text from an AI client.
Search arXiv, download papers, and read their full text from an AI client — research without the PDF shuffling.
Search YouTube, read video transcripts, and pull channel statistics from an AI client.
Run Redis commands against Upstash's serverless Redis over HTTP, with documentation search built in.
Cloudinary's official MCP server — upload, search, transform, and organise media assets from an AI client.
Shopify's official developer MCP server — accurate API docs and schema introspection for building Shopify apps.
Square's official MCP server — manage catalog, orders, payments, customers, and inventory from an AI client.
PayPal's official MCP server — create invoices, manage orders and subscriptions, and query transactions.
Twilio Labs' MCP server — send messages, place calls, and manage numbers across the Twilio API.
DigitalOcean's official MCP server — deploy apps and manage Droplets, databases, and storage conversationally.
Heroku's official MCP server — manage apps, dynos, add-ons, config, and logs from an AI client.
AWS Labs' core MCP server — the entry point to AWS's official collection of service-specific MCP servers.
Microsoft's official Azure MCP server — manage cloud resources and query monitoring data conversationally.
Give a desktop AI client real terminal and filesystem access — run commands and edit files across your machine.
Bright Data's official MCP server — search, scrape, and extract web data through a large proxy network.
Browser automation for AI clients — navigate, click, type, screenshot, and run JavaScript in a real page.
Location services for AI clients — geocoding, place search, directions, and travel-time calculations.
Search and read Google Drive files — Docs, Sheets, and Slides converted to text an assistant can use.
Let an AI client read and search your Obsidian vault — or any folder of Markdown notes.
Read and write Airtable bases from an AI client — records, schemas, fields, and views.
dbt Labs' official MCP server — explore project metadata, run dbt commands, and query the Semantic Layer.
Search and manage Milvus vector collections from an AI client — vector, full-text, and hybrid queries.
Pinecone's official MCP server — search and manage vector indexes, and query Pinecone's docs while you build.
Chroma's official MCP server — build and query vector collections directly from an AI client.
Qdrant's official MCP server — semantic memory for AI assistants backed by a real vector database.
Run DuckDB analytics locally or in MotherDuck's cloud — query files and warehouses with the same SQL.
Query Neo4j graph databases in natural language — the assistant reads your schema and writes the Cypher.
Elastic's official MCP server — explore indexes, inspect mappings, and query Elasticsearch conversationally.
Redis's official MCP server — read and write every Redis data structure, including vector search and streams.
Neon's official MCP server — manage serverless Postgres projects, branch databases, and run migrations.
Query, modify, and analyse a local SQLite database file directly from an AI client.
Read-only PostgreSQL access with automatic schema inspection — the reference MCP server for Postgres.
Snowflake Labs' MCP server — query the warehouse, use Cortex search and analyst, and manage objects.
ClickHouse's official MCP server — run analytical SQL, explore schemas, and query local files with chDB.
Google's official MCP server for driving and inspecting a real Chrome browser — automation, debugging, and performance traces.