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 serversAI & Machine Learning
468 mcp servers
Prefect
★ 7Interact with the Prefect API for workflow orchestration and management.
Luma AI MCP Server
★ 7Generate and manipulate AI videos and images using Luma AI's Dream Machine API.
Engram
★ 7Prevents regression by providing Blast Radius data to AI based on your git history
LaTeX to MathML MCP Server
★ 7Converts LaTeX mathematical expressions to MathML format using MathJax-node.
Opentrons
★ 6Control Opentrons robots, manage protocols, and search API documentation.
animotion-mcp
★ 6745+ CSS3 animations and 9,000+ real SVG icons for AI coding agents. 10 MCP tools. Zero-clone setup via npx.
MCP MiniMax Music Server
★ 6AI-powered audio generation using the MiniMax Music API.
Gentoro
★ 6Gentoro generates MCP Servers based on OpenAPI specifications.
Agent Forge
★ 6A platform for creating and managing AI agents with specific personalities and simulating their responses. Requires a DeepSeek API key.
EDUCHAIN Agent Kit
★ 6Provides tools for interacting with the EDUCHAIN blockchain, including wallet, swap, and arbitrage operations on SailFish DEX.
Ollama MCP Server
★ 6Integrate local Ollama LLM instances with MCP-compatible applications.
Dart MCP Server
★ 6An MCP server that exposes Dart SDK commands for AI-powered development.
Hashnode MCP Server
★ 6An MCP server for interacting with the Hashnode API.
LLMling
★ 5An MCP server with an LLMling backend that uses YAML files to configure LLM applications.
MCP Docs Provider
★ 5Provides documentation context to LLMs from local markdown files via MCP.
Clojars
★ 5Obtains latest dependency details for Clojure libraries.
Accordo MCP Server
★ 5Provides dynamic YAML-driven workflow guidance for AI coding agents with structured development workflows, progression control, and decision points.
Stackzero Labs MCP
★ 5A server for generating Stackzero Labs UI components.
Lassare
★ 5Your AI coding agent asks you questions and requests approvals via Slack — so you can respond from your phone, while AFK
Simple Loki MCP Server
★ 5An MCP server for querying Loki logs via logcli.
jarp-mcp
★ 5Java Archive Reader Protocol MCP server - Give AI agents X-ray vision into compiled Java code by decompiling JAR/WAR/EAR files and Maven/Gradle dependencies
Brev
★ 5A MCP server for managing Brev development environments using the Brev CLI.
Gemini MCP Server
★ 5An MCP server for interacting with Google's Gemini models through the Gemini CLI.
TCC
★ 5Automatically generates MCP servers from OpenAPI specifications, enabling conversational AI agents to interact with existing web systems.
dotnet-sherlock-mcp
★ 5ILSpy for LLM coding agents. Reflection-based MCP server with 31+ tools to explore .NET assemblies, NuGet packages, types, members, attributes, and XML docs.
Flux Schnell MCP Server
★ 5A text-to-image generation server using the Flux Schnell model.
ComfyUI
★ 4An MCP server for ComfyUI integration.
ASKME-CLI
★ 4A command-line interface to prompt users for their next plan or confirmation.
SuzieQ
★ 4Interact with the SuzieQ network observability platform via its REST API.
MCP Random Number
★ 4Generates true random numbers using atmospheric noise from random.org.