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 serversLocal Logs MCP Server
★ 6MCP for monitoring local application logs with real-time tailing, error tracking, and log search capabilities.
Agent Forge
★ 6A platform for creating and managing AI agents with specific personalities and simulating their responses. Requires a DeepSeek API key.
SJ RedM MCP Server
★ 6A versatile MCP server for RedM development, providing access to RDR3 discoveries, framework documentation, native functions, and database operations.
OpenGrok
★ 6OpenGrok MCP Server is a native Model Context Protocol (MCP) VS Code extension that seamlessly bridges the gap between your organization's OpenGrok indices and GitHub Copilot Chat. It arms your AI assistant with the deep, instantaneous repository context required to traverse, understand, and search massive codebases using only natural language.
dotnet-sherlock-mcp
★ 6ILSpy for LLM coding agents. Reflection-based MCP server with 31+ tools to explore .NET assemblies, NuGet packages, types, members, attributes, and XML docs.
IIIF Images Server
★ 6A server for working with IIIF (International Image Interoperability Framework) manifests and images.
WinCC Unified MCP XT
★ 6An MCP server for interfacing with SIEMENS WinCC Unified SCADA systems via their GraphQL API.
Overreach Scope Auditor
★ 6MCP tool that audits a code diff against the originating prompt and flags out-of-scope changes an AI agent made.
Ollama MCP Server
★ 6Integrate local Ollama LLM instances with MCP-compatible applications.
Code Summarizer
★ 6A command-line tool that summarizes code files in a directory using Gemini Flash 2.0.
zig-mcp
★ 6MCP server for Zig that connects AI coding assistants to ZLS (Zig Language Server) via LSP — 16 tools for code intelligence, build, and test.
Ridge
★ 6Reverse-engineer architecture from source code (Go, TypeScript, Python) or markdown. 19 tools for architecture graphs, drift detection between git refs, and validation rules.
Autodocument
★ 6Automatically generates documentation for code repositories by analyzing directory structures and code files using the OpenRouter API.
LLMling
★ 6An MCP server with an LLMling backend that uses YAML files to configure LLM applications.
Claude Code Guardian
★ 6AI-Safe Code Analysis with 113+ MCP tools for guard validation, memory, workflow, and testing.
EDUCHAIN Agent Kit
★ 6Provides tools for interacting with the EDUCHAIN blockchain, including wallet, swap, and arbitrage operations on SailFish DEX.
ZEN University Syllabus
★ 6An MCP server to access and utilize content from the ZEN University syllabus.
Hyperlane MCP Server
★ 6Integrates with the Hyperlane protocol for cross-chain messaging and smart contract interactions.
Async Parallel Antigravity for Codex & Claude Code
★ 6Run parallel, resumable, human-operable Antigravity CLI sessions from Codex, Claude Code, or any MCP-capable agent harness.
Project Zomboid MCP Server
★ 6An AI-powered MCP server for Project Zomboid mod development, offering script validation, generation, and contextual assistance.
App Store Connect
★ 5MCP server for the App Store Connect API — manage iOS app pricing, subscriptions, IAPs, TestFlight, App Store metadata, screenshots, in-app events, and review submissions from Claude.
Health Microservice API
★ 5A FastAPI microservice for health-related operations, featuring JWT authentication and a PostgreSQL database with Alembic migrations.
Accordo MCP Server
★ 5Provides dynamic YAML-driven workflow guidance for AI coding agents with structured development workflows, progression control, and decision points.
Figma MCP Server with Chunking
★ 5An MCP server for the Figma API, with chunking and pagination to handle large files.
Gemini MCP Server
★ 5An MCP server for interacting with Google's Gemini models through the Gemini CLI.
Flux Schnell MCP Server
★ 5A text-to-image generation server using the Flux Schnell model.
iOS Device Control
★ 5An MCP server to control iOS simulators and real devices, enabling AI assistant integration on macOS.
Math MCP Learning
★ 5Educational MCP server with math operations, statistics, visualizations, and persistent workspace.
Process Manager MCP
★ 5Manage system processes (start, stop, restart, monitor) via an MCP interface with automatic cleanup.
click-to-mcp
★ 5Auto-wrap any Click/typer CLI as an MCP server. Introspects CLI commands at runtime and maps them to MCP tools.