The best MCP servers for your AI agents
Browse Model Context Protocol servers and tools that connect Claude, LLM apps, and autonomous agents to real data, APIs, and services — all vetted to make wiring up context effortless.
MCP Toolbox for Databases (BigQuery et al.)
Google's open-source MCP server connecting agents to nearly 30 databases including BigQuery, Cloud SQL, AlloyDB, Spanner, and Postgres with production-ready connection pooling.
Snowflake MCP Server
Official Snowflake server exposing SQL orchestration, Cortex AI, object management, and semantic view consumption so agents can query and manage Snowflake warehouses.
MongoDB MCP Server
Official MongoDB server letting AI agents query and manage MongoDB databases and MongoDB Atlas clusters, including Atlas administration, through 40+ tools.
Postgres MCP Pro
Advanced PostgreSQL MCP server adding index tuning advice, EXPLAIN plan analysis, database health checks, and a restricted read-only mode for safe production querying.
Neon MCP Server
Official Neon server that bridges natural-language requests to the Neon API, enabling agents to create Postgres projects/branches, run queries, and perform database migrations.
Supabase MCP Server
Official Supabase server letting AI agents manage tables, run SQL queries, apply migrations, fetch project config, and manage Supabase projects via natural language.
Grafana MCP Server
Grafana's open-source MCP server lets AI agents query metrics and logs, search and manage dashboards, and work with alert rules and Incident/Sift data on a Grafana instance.
HashiCorp Terraform MCP Server
HashiCorp's official MCP server gives AI agents real-time access to Terraform Registry provider docs and modules plus HCP Terraform workspace management for infrastructure-as-code work.
Azure DevOps MCP Server
Microsoft's official MCP server connects AI agents to Azure DevOps work items, pull requests, test plans, builds, releases, and wiki pages via a hosted remote endpoint.
Postman MCP Server
Postman's official MCP server connects AI coding agents to Postman workspaces, collections, OpenAPI specs, and environments for API testing and documentation tasks.
JetBrains MCP (mcp-jetbrains)
JetBrains' MCP integration exposes IntelliJ, PyCharm, WebStorm, and Android Studio IDE context and actions to AI agents; the functionality is now built into IDEs 2025.2 and later.
Figma Dev Mode MCP Server
Figma's official Dev Mode MCP server brings design context, including code, images, and variable definitions, from Figma files directly into AI coding assistants like Claude Code and Cursor.
Chrome DevTools MCP
Google's official Chrome DevTools MCP server gives AI coding agents live DevTools Protocol access to a real Chrome browser, including performance tracing and Core Web Vitals reporting.
AWS MCP Servers (awslabs/mcp)
AWS Labs' official collection of open-source MCP servers giving agents access to AWS documentation, APIs, CloudFormation resources, and other AWS services.
Brave Search MCP Server
Brave's official MCP server exposing web, local business, image, video, and news search plus AI-generated summaries via the Brave Search API.
Notion MCP Server
Notion's official MCP server connecting agents to the Notion API to search, read, and edit pages, databases, and data sources in a workspace.
Cloudflare MCP Server
Cloudflare's official set of MCP servers letting agents read and modify Cloudflare account configuration, including Workers, DNS, and security settings, via natural language.
Redis MCP Server
Redis's official MCP server providing a natural-language interface for agents to manage and search Redis data structures including strings, hashes, sets, streams, and JSON.
Sentry MCP Server
Sentry's official MCP server exposing error tracking, issue triage, and performance monitoring data through roughly 19 tools for coding assistants like Claude Code and Cursor.
Playwright MCP
Microsoft's official MCP server for browser automation, letting agents navigate pages, click, fill forms, and take screenshots using structured accessibility snapshots instead of vision models.
GitHub MCP Server
GitHub's official MCP server giving AI agents access to repositories, issues, pull requests, code search, and GitHub Actions through the GitHub REST and GraphQL APIs.
Sequential Thinking MCP Server
Official reference MCP server that gives agents a structured tool for dynamic, reflective, multi-step problem solving and reasoning-chain revision.
Memory MCP Server
Official reference MCP server implementing a knowledge-graph-based persistent memory system so agents can store and recall entities and relationships across sessions.
Git MCP Server
Official reference MCP server providing tools to read, search, and manipulate local Git repositories, including status, diff, commit, and log operations.
Showing 25–48 of 50 apps