MCP: AWS Labs MCP
by AWS Labs
AWS Labs' core MCP server — the entry point to AWS's official collection of service-specific MCP servers.
by AWS Labs
AWS Labs' core MCP server — the entry point to AWS's official collection of service-specific MCP servers.
by Microsoft
Microsoft's official Azure MCP server — manage cloud resources and query monitoring data conversationally.
by Eduard Ruzga
Give a desktop AI client real terminal and filesystem access — run commands and edit files across your machine.
by Bright Data
Bright Data's official MCP server — search, scrape, and extract web data through a large proxy network.
by Model Context Protocol
Browser automation for AI clients — navigate, click, type, screenshot, and run JavaScript in a real page.

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

by Model Context Protocol
Search and read Google Drive files — Docs, Sheets, and Slides converted to text an assistant can use.
by Cal Deacon
Let an AI client read and search your Obsidian vault — or any folder of Markdown notes.
by Domenic Rosati
Read and write Airtable bases from an AI client — records, schemas, fields, and views.
by dbt Labs
dbt Labs' official MCP server — explore project metadata, run dbt commands, and query the Semantic Layer.
by Zilliz
Search and manage Milvus vector collections from an AI client — vector, full-text, and hybrid queries.
by Pinecone
Pinecone's official MCP server — search and manage vector indexes, and query Pinecone's docs while you build.
by Chroma
Chroma's official MCP server — build and query vector collections directly from an AI client.
by Qdrant
Qdrant's official MCP server — semantic memory for AI assistants backed by a real vector database.
by MotherDuck
Run DuckDB analytics locally or in MotherDuck's cloud — query files and warehouses with the same SQL.
by Neo4j
Query Neo4j graph databases in natural language — the assistant reads your schema and writes the Cypher.
by Elastic
Elastic's official MCP server — explore indexes, inspect mappings, and query Elasticsearch conversationally.
by Redis
Redis's official MCP server — read and write every Redis data structure, including vector search and streams.
by Neon
Neon's official MCP server — manage serverless Postgres projects, branch databases, and run migrations.
by Model Context Protocol
Query, modify, and analyse a local SQLite database file directly from an AI client.

by Model Context Protocol
Read-only PostgreSQL access with automatic schema inspection — the reference MCP server for Postgres.
by Snowflake Labs
Snowflake Labs' MCP server — query the warehouse, use Cortex search and analyst, and manage objects.
by ClickHouse
ClickHouse's official MCP server — run analytical SQL, explore schemas, and query local files with chDB.
by markhuangai
Self-hosted agent memory server on Postgres/pgvector that tracks evidence, flags contradictions, and never silently rewrites facts.
by Coaspe
Headless MCP server exposing SAP ABAP Development Tools so agents can browse, edit, refactor, and test ABAP without SAP GUI.
by KincaidYang
Self-hosted WHOIS/RDAP lookup server for domains, IPv4/IPv6, CIDR blocks, and ASNs, with batch queries over MCP.
by Taskade
Open-source MCP server connecting agents to Taskade workspaces — projects, tasks, AI agents, and automations.

by containers (Red Hat)
Native Go MCP server for Kubernetes and OpenShift — talks to the API server directly, no kubectl required.
by HubSpot
HubSpot's official remote MCP server — read and write CRM contacts, companies, deals, and tickets through natural language.
by Asana
Asana's official remote MCP server — create and update tasks, search projects and portfolios, and analyze team workload.

by Pipeworx
Open MCP gateway giving agents live, citable data from 1,300+ verified sources like SEC, FDA, USPTO, and FRED.
by Databox
Chat with your live Databox metrics and dashboards from Claude, Cursor, ChatGPT, and n8n — read-only, no CSV exports.
by Google Chrome DevTools team
Google's official MCP server for driving and inspecting a real Chrome browser — automation, debugging, and performance traces.
by Vercel
Vercel's official remote MCP server — search docs, manage projects and deployments, read build logs, and query Web Analytics.
by PostHog
PostHog's official remote MCP server — query product analytics with HogQL, manage feature flags, and triage errors from your editor.
by Cloudflare
Cloudflare's official remote MCP servers — query analytics, manage Workers and bindings, read docs, and debug from your agent.
by Sentry
Sentry's official MCP server — investigate errors and issues, inspect events, and use Seer for root-cause analysis.
by Stripe
Stripe's official MCP server — manage customers, products, prices, payment links, invoices, and more via the Stripe API.
by Atlassian
Atlassian's official remote MCP server — work with Jira issues and Confluence pages directly from your agent.
by Linear
Linear's official remote MCP server — create and update issues, search projects, and manage your team's workflow.
by Notion
Notion's official MCP server — search, read, create, and update pages and databases in your workspace.
by Supabase
Manage your Supabase project from an agent — run SQL, inspect tables, manage branches, and generate types.
by Perplexity
Ask Perplexity's Sonar API real-time, web-grounded questions and get cited answers inside your agent.
by Tavily
Web search and content extraction optimized for AI agents — fast, relevance-ranked results with source content.
by Brave
Search the web with the Brave Search API — web, image, video, and news results plus rich results and AI summaries.
by Exa
Real-time web search and crawling built for AI — neural search with configurable tools and live content retrieval.
by Firecrawl
Search, scrape, crawl, and extract structured data from the web — with JS rendering, batch scraping, and LLM-powered extraction.
by Upstash
Pulls up-to-date, version-specific documentation and code examples for libraries straight into your prompt.
by Microsoft
Browser automation for agents — navigate, click, type, and read pages using Playwright's accessibility tree, no screenshots required.
by GitHub
GitHub's official MCP server — manage issues, pull requests, repositories, code search, and Actions from your agent.
by Model Context Protocol
Time and timezone utilities — get the current time in any timezone and convert between zones.
by Model Context Protocol
A reference/test server that exercises every MCP feature — prompts, resources, tools, and sampling — for building and debugging clients.
by Model Context Protocol
A tool for dynamic, reflective problem-solving through structured, revisable sequences of thoughts.
by Model Context Protocol
A knowledge-graph-based persistent memory system that lets an agent remember entities and relations across sessions.
by Model Context Protocol
Read, search, and manipulate Git repositories — status, diffs, logs, branches, commits, and more.
by Model Context Protocol
Fetch a URL and convert its contents to clean Markdown for efficient LLM consumption.
by Model Context Protocol
Secure local file operations for agents — read, write, search, and edit files within configurable allowed directories.
Browse servers by the systems they connect to.
Web search, scraping, and live content.
Docs, tasks, and team collaboration.
Payments, billing, and commerce.
Read and write files and storage.
Coding, repos, and browser automation.
Query databases and persist memory.
Cloud platforms and observability.