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 serverAI & Machine Learning
490 MCP serversRTFM
★ 16Open-source multi-domain retrieval layer for AI agents — FTS5 + semantic search, 10 parsers, knowledge graph, Obsidian integration, MCP native.
AI Intervention Agent
★ 16An MCP server for real-time user intervention in AI-assisted development workflows.
DOS Kernel
★ 15DOS is a small open-source kernel that doesn't believe your AI agents: it verifies what actually shipped from git evidence, arbitrates file collisions between parallel agents, and refuses with structured reasons.
Claude KVM
★ 15🤖 ⚡️ MCP server ( MacOS) — control remote desktops via VNC
Hoofy
★ 15Your AI development companion. An MCP server that gives your AI persistent memory, structured specifications, and adaptive change management — so it builds what you actually want.
Prompts MCP Server
★ 15An MCP server for managing and serving prompts from markdown files with YAML frontmatter support.
SwissArmyHammer
★ 15Manage AI prompts as local markdown files.
Sonic Pi MCP
★ 14Interact with Sonic Pi, the live coding music synth, using OSC messages.
AgentOps MCP
★ 14An MCP server for AgentOps, providing observability and evaluation tools for AI agents.
Placid.app Template Renderer
★ 14Generate images and videos from templates using the Placid.app API.
Yellhorn MCP
★ 14An MCP server that integrates Gemini 2.5 Pro and OpenAI models for software development tasks, allowing the use of your entire codebase as context.
Claude Code Buddy (CCB)
★ 14Add persistent project memory and smart task routing to Claude Code. Stop repeating context every session - Claude finally remembers your architecture, decisions, and patterns forever. 100% local, 17 MCP tools.
Aptos NPM MCP
★ 13A MCP server for interacting with Aptos NPM packages.
Agent Skill Loader
★ 13MCP server to dynamically load Claude Code skills into AI agents
Postman Tool Generation
★ 13Generates AI agent tools from Postman collections and requests using the Postman API.
MLflow MCP
★ 13MLflow MCP server for ML experiment tracking with advanced querying, run comparison, artifact access, and model registry.
Starter MCP Server
★ 13A minimal template for building AI assistant tools using the ModelContextProtocol.
App Store Rejections MCP
★ 13Catch App Store rejections before they happen
LLMKit
★ 13AI cost tracking MCP server with 11 tools for spend analytics, budget enforcement, and session costs across Claude Code, Cursor, and Cline.
BrainBox
★ 13Hebbian memory for AI agents — learns file access patterns, builds neural pathways, predicts next tools/files, saves tokens
AutoML
★ 12Automate data science stages using your own CSV data files.
Hashnet MCP (Hashgraph Online Registry Broker)
★ 12MCP server for agent discovery, registration, and chat via the Hashgraph Online Registry Broker.
CLI Exec
★ 12Execute shell commands with structured output via a powerful CLI server.
Smart Prompts MCP Server
★ 12Fetches and manages prompts from GitHub repositories with intelligent discovery and composition features.
ask-gemini-mcp
★ 12MCP server that enables AI assistants to interact with Google Gemini CLI
CodeClone
★ 12Structural code quality analysis for Python with baseline-aware CI governance, canonical reports, and a triage-first MCP control surface for agents and IDEs.
Riza
★ 12Arbitrary code execution and tool-use platform for LLMs by Riza
Crypto_MCP Encryption Toolkit
★ 11A server for cryptographic operations like encryption, decryption, and hashing.
Arduino MCP Server
★ 11Control an Arduino board from your computer using AI commands.
ALAPI
★ 11ALAPI MCP Tools,Call hundreds of API interfaces via MCP