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 serverDevelopment
1,871 MCP serversAgentOps MCP
★ 14An MCP server for AgentOps, providing observability and evaluation tools for AI agents.
vastlint
★ 14VAST XML validation MCP server for programmatic video ad pipelines. Tools: validate_vast, validate_vast_url, list_rules, explain_rule, fix_vast. Hosted at vastlint.org/mcp or self-hostable.
Generic API MCP Server
★ 14A generic server to interact with any REST API, allowing you to query data, create items, and call methods.
OSSInsight
★ 14Analyze GitHub repositories, developers, and organizations with data from OSSInsight.io.
MCP Terminal Server
★ 14A secure command-line interface server for the Model Context Protocol (MCP) that allows AI models to interact with a user's terminal.
Placid.app Template Renderer
★ 14Generate images and videos from templates using the Placid.app API.
mermaid-mcp-server Public
★ 14MCP server for generating Mermaid diagrams from projects (local/GitHub) and rendering via Kroki.
Swagger/OpenAPI MCP Server
★ 14Explore and interact with Swagger/OpenAPI specifications, allowing for browsing endpoints and retrieving details on API operations.
cratesio-mcp
★ 14MCP server for querying crates.io - the Rust package registry
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.
MCP QEMU VM Control
★ 14Give your AI full computer access — safely. Let Claude (or any MCP-compatible LLM) see your screen, move the mouse, type on the keyboard, and run commands — all inside an isolated QEMU virtual machine. Perfect for AI-driven automation, testing, and computer-use experiments without risking your host system.
Crates MCP Server
★ 14Query Rust crates from crates.io and docs.rs. Search for crates, get info, versions, dependencies, and documentation.
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.
ITerm MCP Server
★ 14An MCP server for iTerm2, enabling AI assistants to interact with the terminal.
CAD-Query MCP Server
★ 14A server for generating and verifying CAD models using the CAD-Query Python library.
Screeny
★ 14A macOS-only server that enables LLMs to capture screenshots of specific application windows, providing visual context for development and debugging.
STM32-MCP
★ 14Access STM32CubeIDE and debug tools
SSH Rails Runner
★ 14Execute Rails console commands remotely and securely over SSH.
Enrichr MCP Server
★ 14Performs gene set enrichment analysis using the Enrichr API, supporting all available gene set libraries.
JSON MCP
★ 14MCP server empowers LLMs to interact with JSON files efficiently. With JSON MCP, you can split, merge, etc.
Aptos NPM MCP
★ 13A MCP server for interacting with Aptos NPM packages.
Local Web Browser
★ 13This is a web browser that enables your coding agent, such as Claude Code, to visit websites on your behalf and assist you in identifying bugs or creating UI test cases.
Agent Skill Loader
★ 13MCP server to dynamically load Claude Code skills into AI agents
Code Understanding
★ 13Analyzes local and remote GitHub repositories to provide code understanding and context generation, including structure analysis, file identification, and semantic mapping.
Sensei MCP
★ 13Expert guidance for Dojo and Cairo development on Starknet, specializing in the Dojo ECS framework for building onchain worlds.
Postman Tool Generation
★ 13Generates AI agent tools from Postman collections and requests using the Postman API.
gNMIBuddy
★ 13Retrieves essential network information from devices using gNMI and OpenConfig models.
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.
Specifai
★ 13Integrate and automate Specifai projects with any MCP-compatible AI tool.