Official MCP servers are maintained by the vendor or project behind the connected product. That ownership is useful when checking documentation and supported behavior. It does not remove the need to review permissions, current limitations or the actions available to an assistant.
Open the source and documentation links on a profile. Check that the endpoint or repository belongs to the relevant vendor. A familiar product name in a community repository does not make that repository first-party. Community integrations can still serve useful workflows; their maintenance and authentication should be evaluated separately.
Start with a small workflow and the narrowest relevant permissions. Compare read operations with write operations and check whether the service exposes settings to restrict its tools. A server used for issue triage should not receive broader account access simply because another tool supports it.
Review transport support, OAuth or token setup and any account or plan requirements in the current documentation. For example, the official Figma server uses a remote OAuth connection and has a supported-client catalog. A local community configuration follows a different setup.
Explore Playwright for browser automation, GitHub for repository workflows and Notion for workspace content. Use the category index to narrow the task first.
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Retrieve public web pages as readable Markdown with the reference Fetch MCP server, including pagination for longer responses.
Read, search and edit files inside allowed directories with the Model Context Protocol reference Filesystem server.
Store entities, relations and observations in a local knowledge graph with the reference Memory MCP server.
Retrieve version-aware library documentation and code examples with Context7 MCP, using resolve-library-id and query-docs.
Use Microsoft’s Playwright MCP server to navigate pages, inspect accessibility snapshots, fill forms and capture browser screenshots.
Connect GitHub MCP to repositories, issues and pull requests with GitHub’s hosted service or a locally run server.
Use Firecrawl MCP to retrieve website content and extract information for research through Firecrawl’s API-backed web tools.
Connect the Notion MCP server to search workspace content and work with pages and databases through Notion’s hosted OAuth service.
Use the Supabase MCP server to inspect database schemas, query project data and retrieve docs through a project-scoped connection.
Access Stripe billing and payment tools through its MCP server. Connect with OAuth or a supported agent API key and choose the intended account.
Search Linear issues and projects, inspect work context and manage updates through Linear’s hosted MCP server with OAuth.
Local repository surgery — status, diffs, commits, branches and history for any repo on disk.
Search and read your Drive — Docs, Sheets and files become context your assistant can actually use.
The original Chromium automation reference server — simple, screenshot-driven browser control.
A structured scratchpad for hard problems — stepwise reasoning with revisions, branches and visible logic.
Query, modify and analyse local SQLite databases in conversation — the fastest way to chat with a data file.
Timezone sanity for AI — current time anywhere and correct conversions, without the model doing date math.
Metabase ships its own MCP endpoint — search your BI content, build and run queries, and save questions and dashboards without leaving the chat.
Give your coding agent the full DevTools toolbox: traces, network, console, heap snapshots and Lighthouse.
Symbol-level code navigation, refactoring and memory for coding agents — the IDE brain your assistant has been missing.
AWS Labs' official server suite — current AWS docs, CDK guidance, cost analysis and service tools.
Cloud browsers for AI agents — automation sessions that run in Browserbase's fleet, not on your machine.
Workers, KV, R2 and D1 by conversation — Cloudflare's official remote servers for building and observability.
Search built for AI, not humans — semantic web search that returns model-ready content, plus code context.
Dashboards, Prometheus and Loki queries, incidents and alerts — observability by conversation.
Answers, not links — delegate questions to Perplexity's search-grounded models and get cited responses back.
Give your assistant a voice — text-to-speech, voice cloning and audio tools from the ElevenLabs API.
Read and write Jira, Confluence, Bitbucket, JSM and Compass from your AI client — with your own permissions.
Official MongoDB server covering data, schemas and Atlas management — from find queries to spinning up clusters.
Put 6,000+ pre-built scrapers at your assistant's fingertips through one MCP endpoint.
Serverless Postgres with database branching — point your assistant at Neon and let it work on disposable copies.
Official Redis server — search keys, inspect data structures and manage caches in natural language.
Build for Shopify with current APIs — the official Dev MCP server for schema-accurate storefront and admin code.
Independent-index web search for assistants — fresh results without the Google API maze.
Give your assistant a real code sandbox — isolated cloud VMs for actually running the code it writes.
The ML hub in your context window — search models, datasets, papers and run Spaces from the official server.
Errors with full context — stack traces, issue triage and AI-powered root-cause analysis from Sentry's server.
Thousands of open models on tap — run image, video and audio generation through Replicate's hosted API.
Invoices, payments and disputes through PayPal's official server — commerce operations by conversation.
SettleMint’s MCP package gives assistants access to platform and project-development workflows using a project path and personal access token.
Interrogate your AJO journeys, campaigns and channel configs in plain English.
One conversational front door to Real-Time CDP, Journey Optimizer and Customer Journey Analytics.
Pull live Ahrefs backlink, keyword and site-audit data straight into your AI assistant.
Airtable’s official MCP server connects compatible assistants to base data using the authorized user’s Airtable permissions.
Airwallex docs, API references and a live sandbox, wired straight into your coding agent.
A full federal and state 1040 calculation pipeline exposed as MCP tools.
Work with Asana projects through the current V2 OAuth service.
Ask questions across your Consilio matters, workspaces, and documents without leaving the chat.
Search Autodesk's official help documentation for 110+ products straight from your assistant.
AWS CloudWatch Log Analyzer MCP lets assistants search log groups, identify error patterns and correlate events using an AWS credential profile.
AWS Knowledge is a public hosted MCP server for retrieving AWS documentation and related technical guidance.
Turn software procurement research into a conversation — search, compare, and evaluate Marketplace listings.
Describe a business in chat and get a publishable website preview back in one tool call.
Jurisdiction-aware, read-only orientation for licensed professionals facing a state board complaint.
Search real hotel and apartment inventory conversationally, straight from Booking.com's Demand API.
Ask your corporate card, expense, banking, and travel data questions in plain language — under your existing Brex permissions.
Real availability, real bookings, and single-use scheduling links — driven from the conversation.
Give a VS Code assistant access to Calva’s Clojure REPL and structural editing tools with the Backseat Driver extension.
Bring Canva design workflows into a supported AI application.
Turn every meeting you have ever had into searchable context for your assistant