Google's open-source MCP server for enterprise databases — one binary that fronts AlloyDB, BigQuery, Spanner, Postgres, MySQL, Oracle, MongoDB, Snowflake and more.
Databases & DataCloud & Infrastructure
MCP Servers
103 Model Context Protocol servers that extend what your AI agent can reach.
Browse all MCP servers
103
servers
Datadog's official managed MCP server — query logs, metrics, traces, incidents and dashboards from an AI agent, inside your existing Datadog permissions.
Cloud & Infrastructure
Official Grafana MCP server: search and edit dashboards, query Prometheus, Loki and Pyroscope, and work with alerts, incidents and on-call from an agent.
Cloud & Infrastructure
Official read-only MCP server for HackerOne bug bounty reports, programs, and remediation data.
Developer Tools
2 views
A proxy that lets local-only MCP clients connect to remote servers, handling OAuth and transport differences.
Developer Tools
1 views
Control Blender from an AI client — build scenes, apply materials, and run Python against the live session.
Developer Tools
2 views
Run AI-generated code safely in an isolated cloud sandbox, with results returned as data rather than text.
Developer Tools
ElevenLabs' official MCP server — generate speech, clone voices, transcribe audio, and build voice agents.
Developer Tools
1 views
Apify's official MCP server — turn thousands of ready-made scrapers into tools your assistant can call.
Web & Search
Browserbase's official MCP server — cloud browser automation with Stagehand's natural-language actions.
Web & Search
1 views
Read and post to Slack from an AI client — channels, threads, reactions, and user lookup.
Productivity
A universal database MCP server — one integration for PostgreSQL, MySQL, SQL Server, SQLite, and MariaDB.
Databases & Data
MongoDB's official MCP server — query databases, explore schemas, and manage Atlas clusters from an AI client.
Databases & Data
Structured, format-preserving file editor for agents: JSON/YAML/TOML, markdown, and AST-aware code edits, transactional across files.
Developer Tools
Private, self-hosted web search for AI assistants via SearXNG, with pagination, filters, and URL-to-markdown reading.
Web & Search
2 views
Official instance-level MCP server that lets AI agents discover, run, and edit workflows on your n8n instance.
Productivity
Official Figma server that gives AI coding agents direct access to Figma design files for design-to-code work.
Developer Tools
1 views
Self-hosted financial data MCP server exposing 64 tools over SEC filings, XBRL financials, 13F holdings, insider and congressional trades, FRED and CFTC data.
Databases & Data
Biomedical research MCP server reaching about 30 trusted sources — PubMed, ClinicalTrials.gov, ClinVar, OncoKB and Reactome — through one command grammar.
Databases & Data
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.
Web & Search
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.
Developer Tools
macOS screen capture and GUI automation over MCP — see the screen, then click, type and navigate it, with local or hosted vision models.
Developer Tools
Computer-use MCP server for Windows — 19 tools for clicking, typing, shell, filesystem and registry, driving the desktop without a vision model.
Developer Tools
Local code-intelligence MCP server that indexes a repository into a persistent knowledge graph, so structural questions cost one query instead of a file-reading spree.
Developer ToolsDatabases & Data
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.
Developer Tools
Live SEO data for agents — keyword metrics, Google SERPs, backlinks, rank tracking and Search Console, from the open-source OpenSEO platform.
Web & Search
Home Assistant's built-in MCP Server integration — lets Claude, ChatGPT and other MCP clients see and control exactly the smart-home entities you choose to expose.
Productivity
Docker's official CLI plugin that runs MCP servers in isolated containers behind one gateway — secrets management, OAuth flows and a single config every client shares.
Developer Tools
Docker's official MCP server for Docker Hub — let an agent search images, read tags and metadata, and manage your repositories in natural language.
Developer Tools
Netlify's official MCP server, wrapping the Netlify API and CLI so agents can create projects, deploy, manage secrets, extensions and access controls.
Cloud & Infrastructure
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.
Databases & Data
Auth0's official MCP server: create applications, deploy Actions, inspect logs and manage users in your tenant through natural language.
Developer Tools
HashiCorp's official MCP server for the Terraform Registry, HCP Terraform and Terraform Enterprise — providers, modules, policies and workspace operations.
Cloud & Infrastructure
Official addon that connects a running Storybook to AI agents for component-aware UI generation and testing.
Developer Tools
Search and read Wikipedia from an AI client — summaries, full articles, specific sections, and nearby pages.
Web & Search
Search PubMed's biomedical literature and read abstracts and open-access full text from an AI client.
Web & Search
1 views
Search arXiv, download papers, and read their full text from an AI client — research without the PDF shuffling.
Web & Search
Search YouTube, read video transcripts, and pull channel statistics from an AI client.
Web & Search
Run Redis commands against Upstash's serverless Redis over HTTP, with documentation search built in.
Databases & Data
Cloudinary's official MCP server — upload, search, transform, and organise media assets from an AI client.
Files & Storage
Shopify's official developer MCP server — accurate API docs and schema introspection for building Shopify apps.
Payments & Commerce
Square's official MCP server — manage catalog, orders, payments, customers, and inventory from an AI client.
Payments & Commerce
1 views
PayPal's official MCP server — create invoices, manage orders and subscriptions, and query transactions.
Payments & Commerce
1 views
Twilio Labs' MCP server — send messages, place calls, and manage numbers across the Twilio API.
Developer Tools
DigitalOcean's official MCP server — deploy apps and manage Droplets, databases, and storage conversationally.
Cloud & Infrastructure
Heroku's official MCP server — manage apps, dynos, add-ons, config, and logs from an AI client.
Cloud & Infrastructure
AWS Labs' core MCP server — the entry point to AWS's official collection of service-specific MCP servers.
Cloud & Infrastructure
1 views
Microsoft's official Azure MCP server — manage cloud resources and query monitoring data conversationally.
Cloud & Infrastructure
Give a desktop AI client real terminal and filesystem access — run commands and edit files across your machine.
Developer Tools
Bright Data's official MCP server — search, scrape, and extract web data through a large proxy network.
Web & Search
2 views
Browser automation for AI clients — navigate, click, type, screenshot, and run JavaScript in a real page.
Web & Search
3 views
Location services for AI clients — geocoding, place search, directions, and travel-time calculations.
Web & Search
1 views
Search and read Google Drive files — Docs, Sheets, and Slides converted to text an assistant can use.
Files & Storage
Let an AI client read and search your Obsidian vault — or any folder of Markdown notes.
Files & Storage
1 views
Read and write Airtable bases from an AI client — records, schemas, fields, and views.
Productivity
dbt Labs' official MCP server — explore project metadata, run dbt commands, and query the Semantic Layer.
Databases & Data
2 views
Search and manage Milvus vector collections from an AI client — vector, full-text, and hybrid queries.
Databases & Data
1 views
Pinecone's official MCP server — search and manage vector indexes, and query Pinecone's docs while you build.
Databases & Data
Chroma's official MCP server — build and query vector collections directly from an AI client.
Databases & Data
Qdrant's official MCP server — semantic memory for AI assistants backed by a real vector database.
Databases & Data
Run DuckDB analytics locally or in MotherDuck's cloud — query files and warehouses with the same SQL.
Databases & Data
1 views
Query Neo4j graph databases in natural language — the assistant reads your schema and writes the Cypher.
Databases & Data
Elastic's official MCP server — explore indexes, inspect mappings, and query Elasticsearch conversationally.
Databases & Data
1 views
Redis's official MCP server — read and write every Redis data structure, including vector search and streams.
Databases & Data
Neon's official MCP server — manage serverless Postgres projects, branch databases, and run migrations.
Databases & Data
1 views
Query, modify, and analyse a local SQLite database file directly from an AI client.
Databases & Data
1 views
Read-only PostgreSQL access with automatic schema inspection — the reference MCP server for Postgres.
Databases & Data
1 views
Snowflake Labs' MCP server — query the warehouse, use Cortex search and analyst, and manage objects.
Databases & Data
ClickHouse's official MCP server — run analytical SQL, explore schemas, and query local files with chDB.
Databases & Data
Self-hosted agent memory server on Postgres/pgvector that tracks evidence, flags contradictions, and never silently rewrites facts.
Databases & Data
Headless MCP server exposing SAP ABAP Development Tools so agents can browse, edit, refactor, and test ABAP without SAP GUI.
Developer Tools
Self-hosted WHOIS/RDAP lookup server for domains, IPv4/IPv6, CIDR blocks, and ASNs, with batch queries over MCP.
Developer Tools
Open-source MCP server connecting agents to Taskade workspaces — projects, tasks, AI agents, and automations.
Productivity
Native Go MCP server for Kubernetes and OpenShift — talks to the API server directly, no kubectl required.
Cloud & Infrastructure
HubSpot's official remote MCP server — read and write CRM contacts, companies, deals, and tickets through natural language.
Productivity
1 views
Asana's official remote MCP server — create and update tasks, search projects and portfolios, and analyze team workload.
Productivity
Open MCP gateway giving agents live, citable data from 1,300+ verified sources like SEC, FDA, USPTO, and FRED.
Databases & Data
Chat with your live Databox metrics and dashboards from Claude, Cursor, ChatGPT, and n8n — read-only, no CSV exports.
Databases & Data
Google's official MCP server for driving and inspecting a real Chrome browser — automation, debugging, and performance traces.
Developer Tools
Vercel's official remote MCP server — search docs, manage projects and deployments, read build logs, and query Web Analytics.
Cloud & Infrastructure
PostHog's official remote MCP server — query product analytics with HogQL, manage feature flags, and triage errors from your editor.
Developer Tools
1 views
Cloudflare's official remote MCP servers — query analytics, manage Workers and bindings, read docs, and debug from your agent.
2 views
Sentry's official MCP server — investigate errors and issues, inspect events, and use Seer for root-cause analysis.
1 views
Stripe's official MCP server — manage customers, products, prices, payment links, invoices, and more via the Stripe API.
Atlassian's official remote MCP server — work with Jira issues and Confluence pages directly from your agent.
1 views
Linear's official remote MCP server — create and update issues, search projects, and manage your team's workflow.
2 views
Notion's official MCP server — search, read, create, and update pages and databases in your workspace.
1 views
Manage your Supabase project from an agent — run SQL, inspect tables, manage branches, and generate types.
1 views
Ask Perplexity's Sonar API real-time, web-grounded questions and get cited answers inside your agent.
Web search and content extraction optimized for AI agents — fast, relevance-ranked results with source content.
1 views
Search the web with the Brave Search API — web, image, video, and news results plus rich results and AI summaries.
1 views
Real-time web search and crawling built for AI — neural search with configurable tools and live content retrieval.
Search, scrape, crawl, and extract structured data from the web — with JS rendering, batch scraping, and LLM-powered extraction.
Pulls up-to-date, version-specific documentation and code examples for libraries straight into your prompt.
1 views
Browser automation for agents — navigate, click, type, and read pages using Playwright's accessibility tree, no screenshots required.
1 views
GitHub's official MCP server — manage issues, pull requests, repositories, code search, and Actions from your agent.
Time and timezone utilities — get the current time in any timezone and convert between zones.
1 views
A reference/test server that exercises every MCP feature — prompts, resources, tools, and sampling — for building and debugging clients.
1 views
A tool for dynamic, reflective problem-solving through structured, revisable sequences of thoughts.
2 views
A knowledge-graph-based persistent memory system that lets an agent remember entities and relations across sessions.
Read, search, and manipulate Git repositories — status, diffs, logs, branches, commits, and more.
Fetch a URL and convert its contents to clean Markdown for efficient LLM consumption.
1 views
Secure local file operations for agents — read, write, search, and edit files within configurable allowed directories.
1 views
MCP categories
Browse servers by the systems they connect to.
Web & Search
12Web search, scraping, and live content.
Productivity
7Docs, tasks, and team collaboration.
Payments & Commerce
3Payments, billing, and commerce.
Files & Storage
3Read and write files and storage.
Developer Tools
22Coding, repos, and browser automation.
Databases & Data
25Query databases and persist memory.
Cloud & Infrastructure
11Cloud platforms and observability.