MCP Servers
MCP servers connect AI agents to services such as databases, search and communication tools.
✓ Official
36 publishersSelect a publisher to filter the entries listed on Labsco.
modelcontextprotocol17 servers
google2 servers
googleapis2 servers
microsoft8 servers
azure3 servers
github2 servers
awslabs9 servers
bytedance1 server
stripe2 servers
cloudflare3 servers
vercel1 server
figma1 server
makenotion1 server
atlassian1 server
supabase1 server
redis2 servers
elastic1 server
jetbrains1 server
ibm2 servers
getsentry4 servers
grafana2 servers
hashicorp1 server
brave1 server
firebase1 server
browserbase1 server
apify1 server
firecrawl1 server
mendableai1 server
clickhouse1 server
neondatabase1 server
upstash2 servers
qdrant2 servers
resend1 server
e2b-dev1 server
exa-labs1 server
mastra-ai1 serverBrowse MCP Servers
View full list →✓ Official
950Filesystem
✓★ 89,703Secure file operations with configurable access controls
Everything
✓★ 89,703Reference / test server with prompts, resources, and tools
Sequential Thinking
✓★ 89,703Dynamic and reflective problem-solving through thought sequences
Git
✓★ 89,703Tools to read, search, and manipulate Git repositories
Time
✓★ 89,703Time and timezone conversion capabilities
Memory
✓★ 89,703Knowledge graph-based persistent memory system
Remote servers
377Development
1,871Everything
✓★ 89,703Reference / test server with prompts, resources, and tools
Context7
✓★ 60,994Provides up-to-date, version-specific documentation and code examples for libraries directly into your prompt.
Chrome DevTools MCP
✓★ 49,458Official Chrome DevTools MCP server for controlling and inspecting a live Chrome browser from coding agents such as Gemini, Claude, Cursor, and Copilot.
Kubeshark
✓★ 12,055MCP access to cluster-wide L4 and L7 network traffic, packets, APIs, and complete payloads.
AWS DynamoDB
✓★ 9,622The official developer experience MCP Server for Amazon DynamoDB. This server provides DynamoDB expert design guidance and data modeling assistance.
XcodeBuild MCP
✓★ 6,263A server providing tools for Xcode project management, simulator management, and app utilities.
Productivity
1,114Sequential Thinking
✓★ 89,703Dynamic and reflective problem-solving through thought sequences
Time
✓★ 89,703Time and timezone conversion capabilities
Browser MCP
✓★ 6,993Automate your local browser
Peekaboo
✓★ 5,120a macOS-only MCP server that enables AI agents to capture screenshots of applications, or the entire system.
Notion MCP
✓★ 4,592Official Notion MCP server for searching, reading, creating, and updating Notion pages, databases, and workspace content from AI agents.
PromptX
✓★ 3,700An AI capability enhancement system providing professional roles, memory management, and knowledge systems for applications like Claude and Cursor.
Other
692OpenOSINT
✓★ 1,429MCP-native OSINT framework for AI agents. Exposes 9 intelligence tools (email enumeration, username search, breach check, WHOIS, IP intel, subdomain enum, dorks, paste search, phone intel) via Model Context Protocol. Also works as a standalone Python CLI.
OpenAccountants
✓★ 333Open-source tax skills for AI across 134 countries — VAT/GST, income tax, social contributions. pip install openaccountants-mcp
OP.GG
✓★ 99Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics.
Fundamental Labs/Minecraft Client
✓★ 75Control Minecraft bots with AI integration. Requires a Java Edition Minecraft server.
EduBase
✓★ 27Interact with EduBase, a comprehensive e-learning platform with advanced quizzing, exam management, and content organization capabilities
BlazeMeter MCP Server
✓★ 26MCP Server for AI-driven BlazeMeter performance testing
Database
654Memory
✓★ 89,703Knowledge graph-based persistent memory system
MCP Toolbox for Databases
✓★ 16,213Open source MCP server specializing in easy, fast, and secure tools for Databases.
InstantDB
✓★ 10,391Create, manage, and update applications on InstantDB, the modern Firebase.
Supabase MCP
✓★ 2,868Official Supabase MCP server for managing Supabase projects, databases, auth, storage, edge functions, and SQL workflows from AI agents.
pg-aiguide
✓★ 1,800Postgres skills and documentation to help AI coding tools generate better PostgreSQL code.
Qdrant
✓★ 1,505Implement semantic memory layer on top of the Qdrant vector search engine
Cloud Service
533Metabase
✓★ 48,844Official Metabase MCP server for searching data, building queries on the semantic layer, and visualizing results through MCP clients.
AWS Bedrock KB Retrieval
✓★ 9,622Query Amazon Bedrock Knowledge Bases using natural language to retrieve relevant information from your data sources.
AWS CloudTrail
✓★ 9,622This AWS Labs Model Context Protocol (MCP) server for CloudTrail enables your AI agents to query AWS account activity for security investigations, compliance auditing, and operational troubleshooting.
AWS MCP Servers
✓★ 9,622Access AWS documentation, best practices, and service integrations via the Model Context Protocol.
Cloudflare
✓★ 4,096Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1)
Stripe MCP
✓★ 1,750Official Stripe MCP server and agent toolkit for working with Stripe customers, payments, subscriptions, refunds, invoices, and billing operations.
Search
530Mastra Docs Server
✓★ 25,800Provides AI assistants with direct access to Mastra.ai's complete knowledge base.
AWS Documentation
✓★ 9,622Fetch, convert, and search AWS documentation pages, with recommendations for related content.
AnySearch
✓★ 1,500Unified real-time search engine skill for AI agents.
Brave Search MCP Server
✓★ 1,426Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more.
Kagi Search
✓★ 480Search the web using Kagi's search API
Mapbox
✓★ 351Unlock geospatial intelligence through Mapbox APIs like geocoding, POI search, directions, isochrones and more.
Communication
380LINE Official Account
✓★ 769Integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.
Resend Email
✓★ 562Send emails directly from your editor using the Resend API.
AgentRPC
✓★ 134Connect to any function, any language, across network boundaries using AgentRPC.
Sendmux
✓★ 79Sendmux serves AI-native startups, SaaS teams, automation agencies, and platform builders that need AI agents to send, receive, route, and react to email in production. Primary buyers and users include technical founders, founding engineers, backend engineers, platform engineers, AI automation consultants, support automation leads, ops teams, and growth teams using their own Gmail, Outlook, SMTP, or managed Amazon SES sending setup.
Globalping
✓★ 60Network access with the ability to run commands like ping, traceroute, mtr, http, dns resolve.
Mailgun
✓★ 58Interact with Mailgun API.
Web Scraping
251Fetch
✓★ 89,703Web content fetching and conversion for efficient LLM usage
Browser MCP
✓★ 38,649Browser MCP server for AI agents to automate web pages with Puppeteer, accessibility-tree actions, optional vision mode, and cross-platform browser control.
Playwright MCP
✓★ 36,290Official Playwright MCP server for browser automation, page inspection, screenshots, and web interaction from Claude, Cursor, and other AI agents.
Apify
✓★ 4,298Official Apify MCP server for AI agents to run Actors, extract website data, and automate web scraping and crawling workflows.
Bright Data
✓★ 2,601Discover, extract, and interact with the web - one interface powering automated access across the public internet.
Hyperbrowser
✓★ 789Hyperbrowser is the next-generation platform empowering AI agents and enabling effortless, scalable browser automation.
Marketing
148Markifact
✓★ 46MCP server for Google Ads, Meta Ads, GA4, TikTok Ads, LinkedIn Ads, Shopify, HubSpot, and 15+ more advertising and marketing platforms. 300+ tools for campaign creation, performance analysis, keyword research, and CRM workflows. OAuth 2.1 authentication. Every write operation requires explicit user approval.
pendpost
✓★ 4Agent-first, local-first social media planner. An AI agent drafts and schedules posts across Instagram, Facebook, LinkedIn, YouTube and X behind a human approval gate the operator controls. MCP-native, MIT-licensed.
Adology AI
✓★ 2Perplexity for social: ask what competitors are running across social and get answers grounded in real ad and creative data, not guesses.
WoopSocial
✓★ 1Post to social media with your AI Agent
PaidSync.ai
✓★ 1Run Google, Meta, LinkedIn, and TikTok ads from any AI (Claude, Chatgpt, Gemini and more)
MaxAEO AI Visibility MCP
✓★ 1Local-first MCP server for AI visibility audits across GEO/AEO, llms.txt, AI crawler readiness, robots, sitemap, canonical, metadata, noindex, and JSON-LD.
Finance
120Alpaca Trading
✓★ 922Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs
TickDB MCP
✓★ 506Covers Forex/FX · Precious Metals · Indices · US Stocks (NASDAQ/NYSE) · HK Stocks · A-shares/CN Stocks · Cryptocurrency through 13 MCP tools backed by a REST API.
PayRam Crypto Card Payment Gateway
✓★ 155Self Hosted Payment gateway for agents, openclaw, hermes and more
Longbridge
✓★ 4913 consolidated agent skills for Longbridge Securities — market data, fundamentals, portfolio, quant for HK/US/A-share/SGhttps://github.com/longbridge/skills
FXMacroData
✓★ 9Macroeconomic and FX data API + MCP server for 18 currencies with central bank announcements, calendar, COT, commodities, and forex.
QuantToGo MCP
✓★ 8Macro-factor quantitative signal source — 8 live-tracked strategies (US + China), free 30-day trial, AI agent self-registration via MCP tools.
File System
90Filesystem
✓★ 89,703Secure file operations with configurable access controls
Desktop Commander MCP
✓★ 6,200Run terminal commands, edit files, and manage local desktop workflows through MCP clients like Claude, Cursor, and VS Code.
Basic Memory
✓★ 3,400Build a persistent, local knowledge base in Markdown files through conversations with LLMs.
302AI File Parser
✓★ 1Parses various file formats using the 302.AI API, requiring a 302AI_API_KEY.
hushvert
✓★ 1File conversion for AI agents: office docs to PDF, PDF to Word, document interchange, and audio/video transcodes via the hushvert hosted API.
MarkItDown MCP Server
✓Memory
80Memanto MCP
✓★ 1,600MEMANTO is a memory agent. It remembers, recalls, and answers — so your agents can achieve long-term goals and avoid confusion.
SynaMCPs
✓★ 4Provides a universal gateway for corporate AI tools, offering knowledge storage, access control, and proxying of external AI sources.
gjalla
✓★ 2Production-readiness for your AI coding agents. Set a rule once. Every agent in every repo follows it.
Memside
✓★ 1AI Continuity and Memory Hub
Tempreon
✓★ 0Portable knowledge layer about you, connected to AI tools via MCP. Learns from how you work. Travels across Claude, ChatGPT, Cursor, and more.
Indigo AI Coworkers
✓Version Control
78Git
✓★ 89,703Tools to read, search, and manipulate Git repositories
GitHub MCP
✓★ 32,374Official GitHub MCP server for repository search, issues, pull requests, code context, and GitHub workflows in MCP-compatible AI clients.
GitKraken
✓★ 446A CLI for interacting with GitKraken APIs. Includes an MCP server via `gk mcp` that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more.
GitLab Duo MCP
✓Repomix
★ 26,800Packs repository contents into a single file for AI consumption.
GitMCP
★ 8,200Transforms any GitHub project into a documentation hub, enabling AI tools to access up-to-date documentation and code.
Design
50Ignite UI Theming MCP
✓★ 27MCP server for igniteui-theming - a set of Sass mixins, functions, and variables used to create themes for a variety of web UI frameworks.
FLUX
✓★ 7Official FLUX MCP server from Black Forest Labs. Generate, edit, vary, and browse FLUX.2 images directly in any MCP-compatible client
OnBrand by SlideSpeak
✓★ 6An MCP server that feeds AI agents your brand's real logos, colors, fonts, and approved slide layouts, so every deck and document comes out on brand the first time.
Resemble AI Docs Search
✓AutomateClips TikTok Publishing
✓AI Designer Canvas
✓Cloud Storage
38AWS S3
✓★ 78Retrieve files like PDFs from an AWS S3 bucket. Requires AWS credentials for access.
Qiniu MCP Server
✓★ 39Access Qiniu's cloud storage, intelligent multimedia services, and CDN operations via the Model Context Protocol.
Tencent Cloud COS MCP
✓★ 38Quickly integrate with Tencent Cloud Storage (COS) and Data Processing (CI) capabilities powered
4EVERLAND Hosting
✓★ 2Deploy AI-generated code instantly to decentralized storage networks like Greenfield, IPFS, and Arweave.