MCP servers connect an assistant to tools and data through the Model Context Protocol. Start with the system you want to access, then check which actions the server exposes. Reading a document, creating a ticket and changing a database have different permissions and consequences.
A local server commonly communicates through stdio and runs where the MCP client launches it. A remote server uses a network endpoint and a supported HTTP transport. A GitHub repository URL is documentation; it is not an MCP endpoint. Choose a client configuration that matches the documented transport and entry point.
Profiles distinguish recorded tools, authentication and available configurations. An absent launch configuration means you should consult the current project instructions; a package name alone does not prove an executable command. Use example values as values, and keep the actual environment-variable names exactly as documented.
After connection, ask the client to list the available tools and complete a small task with a checkable result. Confirm the account, workspace or allowed directory. For changes, review the exact action before approving it. Tool availability and confirmation behavior depend on your server and client settings.
Browse MCP categories, hosted servers or vendor-maintained integrations. The design category includes the official Figma endpoint and community alternatives.
Servers can appear in several categories when their tools support several tasks. Category counts include these overlaps; the directory total counts each server once.
984 servers
2205 servers
8565 servers
1403 servers
598 servers
2659 servers
1883 servers
1983 servers
1735 servers
2501 servers
1236 servers
1603 servers
327 servers
965 servers
67 servers
74 servers
937 servers
124 servers
310 servers
1303 servers
561 servers
1525 servers
317 servers
392 servers
908 servers
107 servers
243 servers
391 servers
205 servers
1068 servers
626 servers
1194 servers
825 servers
712 servers
322 servers
383 servers
242 servers
400 servers
172 servers
155 servers
259 servers
238 servers
577 servers
560 servers
127 servers
832 servers
112 servers
123 servers
676 servers
456 servers
966 servers
253 servers
93 servers
358 servers
329 servers
315 servers
254 servers
781 servers
160 servers
233 servers
51 servers
400 servers
247 servers
286 servers
199 servers
182 servers
172 servers
308 servers
381 servers
184 servers
45 servers
216 servers
154 servers
269 servers
48 servers
30 servers
21 servers
27 servers
33 servers
133 servers
46 servers
17 servers
43 servers
95 servers
60 servers
20690 servers
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.
Inspect PostgreSQL schemas and run read-only queries with the archived MCP reference server. Review its maintenance status before choosing it.
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.
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.
Inspect PostgreSQL schemas and run read-only queries with the archived MCP reference server. Review its maintenance status before choosing it.
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.
Your assistant inside the workspace — read channels, search history, post messages and tame the noise.
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.
Puppeteer-powered browser control that drives pages from the accessibility tree instead of pixels.
Symbol-level code navigation, refactoring and memory for coding agents — the IDE brain your assistant has been missing.
Stop letting your assistant hallucinate n8n node parameters — this server hands it the real schemas, templates and validation.
Feed real design data to your coding assistant — layout, tokens and components straight from Figma files.
Build a programmable telecommunications stack for connecting telephony services with the Internet via a cloud-based utility.
Enables AI-powered applications to monitor and interact with browser data via a Chrome extension and MCP.
AWS Labs' official server suite — current AWS docs, CDK guidance, cost analysis and service tools.
Automates browsers and APIs, enabling Large Language Models (LLMs) to interact with web pages for tasks like screenshot capture and JavaScript
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.
Provides access to real-time and historical stock market data for AI assistants through the Model Context Protocol (MCP).
Chat with your second brain — search, read and write vault notes through the Local REST API.
Inbox intelligence — search, read, draft and send Gmail through your assistant with OAuth auto-setup.
Dashboards, Prometheus and Loki queries, incidents and alerts — observability by conversation.
Enables AI assistants to interact with and manage n8n workflows through natural language.
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.
kubectl with a conversational interface — inspect pods, read logs, diagnose clusters and manage workloads.
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.
Read and send Telegram messages through your assistant — chats, channels and history via the client API.
Natural-language task management — capture, query and complete Todoist tasks without opening the app.
Connects AI agents to a Linux machine by providing a lightweight API bridge for executing commands.
A curated list of resources focused on the security aspects of the Model Context Protocol (MCP).
Connects Elasticsearch data to any Model Context Protocol (MCP) Client, enabling natural language interaction.
Put 6,000+ pre-built scrapers at your assistant's fingertips through one MCP endpoint.
Integrates security testing and penetration testing tools into AI workflows via the Model Context Protocol.
Container operations in conversation — inspect, run, debug and clean up Docker workloads.
Serverless Postgres with database branching — point your assistant at Neon and let it work on disposable copies.
Offers documentation and best practices for effectively using and extending Cline's capabilities.
Provides a server enabling models to better understand Vue applications by exposing the component tree, state, routes, and Pinia data.
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.
Manage Docker containers and compose stacks through natural language with Claude AI.
Enables Discord bot integration with Model Context Protocol (MCP) compatible applications like Claude Desktop.
Curates a list of Model Context Protocol (MCP) servers for Open Source Intelligence (OSINT) tasks.
Fetches and analyzes content from Reddit, providing access to hot threads and post details.
Enables AI assistants to control Spotify playback and manage playlists via the Model Context Protocol.