MCP Servers
Connectors that give your AI agent hands — databases, browsers, email, payments, and every service in between.
✓ Official
31 companiesPublished by the companies themselves — pick one to see everything they ship.
modelcontextprotocol10 servers
google2 servers
googleapis3 servers
microsoft3 servers
azure3 servers
github1 server
awslabs34 servers
bytedance2 servers
stripe1 server
cloudflare2 servers
vercel5 servers
figma1 server
makenotion1 server
atlassian1 server
redis2 servers
elastic1 server
jetbrains1 server
ibm3 servers
getsentry3 servers
grafana1 server
hashicorp2 servers
firebase1 server
browserbase1 server
apify1 server
mendableai1 server
clickhouse1 server
neondatabase1 server
upstash2 servers
qdrant2 servers
e2b-dev1 server
exa-labs3 serversAll MCP Servers
8,726 mcp serversMemclaw
★ 240MemClaw — persistent memory for AI agent fleets (OSS) — Trending history, engagement metrics, and Reddit & Hacker News discussions on Trendshift
Phone
★ 238Control your Android phone using ADB commands. Requires ADB tools and an Android device with USB debugging enabled.
XiYan MCP Server
★ 237A server that enables natural language queries to databases using XiyanSQL.
Mindmap MCP Server
★ 235Convert Markdown content into interactive mindmaps.
Google Search Console
★ 234A Model Context Protocol (MCP) server providing access to Google Search Console.
Milvus
★ 233Search, Query and interact with data in your Milvus Vector Database.
Penpot MCP Server
★ 232Integrates AI language models with the Penpot design platform to automate design workflows.
Mermaid MCP Server
★ 230Converts Mermaid diagrams to PNG or SVG images.
n8n Workflow Builder
★ 229An MCP server for managing n8n workflows through its API.
Human-in-the-Loop
★ 229Allows AI assistants to ask questions to humans via Discord.
OpenAccountants
★ 228Open-source tax skills for AI across 134 countries — VAT/GST, income tax, social contributions. pip install openaccountants-mcp
Commands
★ 228An MCP server to run arbitrary commands on the local machine.
Unsplash MCP Server
★ 227Search and integrate images from Unsplash using its official API.
ForeverVM
★ 227Run Python in a code sandbox.
Git MCP Server
★ 226An MCP server that allows AI agents to interact with Git repositories, supporting a wide range of operations like clone, commit, branch, and push.
GoPeak
★ 225The most comprehensive MCP server for Godot Engine. 95+ tools for scene management, GDScript LSP, DAP debugging, screenshot capture, input injection, and CC0 asset library.
MobAI MCP
★ 225MCP (Model Context Protocol) server for MobAI (https://mobai.run) - AI-powered mobile device automation
LlamaIndex MCP demos
★ 224Expose LlamaCloud services as MCP tools for building and managing LLM applications.
Neural Memory
★ 222Persistent memory for AI agents — 55 MCP tools, spreading activation recall, neuroscience-inspired consolidation
Shopify MCP Server
★ 222Interact with Shopify store data using the GraphQL API.
Wazuh MCP Server
★ 222A Rust-based server that integrates the Wazuh SIEM system with MCP-compatible applications.
Bifrost VSCode Dev Tools
★ 221Exposes VSCode dev tools features to MCP clients, with support for project-specific configurations.
Bifrost
★ 221Exposes VSCode's development tools and language features to AI tools through an MCP server.
ChatExcel
★ 220A powerful server for Excel file processing, data analysis, and visualization, leveraging Python and Go for high performance.
webrtcperf
★ 219WebRtcPerf is an open-source tool designed for testing WebRTC services with multiple concurrent client connections, measuring the most important RTC statistics and collecting them in an easy way.
Bitget MCP Server
★ 218Official Bitget MCP server for crypto trading, market data, and portfolio management through natural language.
memtrace
★ 218Memtrace gives AI coding agents structural memory — your codebase as a live knowledge graph so agents stop re-deriving code structure from scratch and start reasoning from fact.
Discord MCP Server
★ 218Interact with Discord channels to send and read messages using the Discord API.
Headless Terminal (ht) MCP
★ 215A high-performance MCP server for the headless terminal (ht), implemented in Rust.
Ultra Context
★ 215The context API for AI agents