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
RubyGems
★ 1Fetch metadata for Ruby gems from the rubygems.org API.
Lightning Tools MCP Server
★ 1An MCP server for accessing useful Bitcoin Lightning tools.
mcp-agent-kit
★ 1a complete and intuitive SDK for building MCP Servers, MCP Agents, and LLM integrations (OpenAI, Claude, Gemini) with minimal effort. It abstracts all the complexity of the MCP protocol, provides an intelligent agent with automatic model routing, and includes a universal client for external APIs all through a single, simple, and powerful interface. Perfect for chatbots, enterprise automation, internal system integrations, and rapid development of MCP-based ecosystems.
Tiktoken MCP
★ 1Count tokens using OpenAI's tiktoken library.
Prometheus MCP
★ 1Expose Prometheus monitoring tools to an LLM for querying and analysis.
Kafka MCP
★ 1A natural language interface to manage Apache Kafka operations.
ucn
★ 1Universal Code Navigator - a lightweight MCP server that gives AI agents call-graph-level understanding of code. Instead of reading entire files, agents ask structural questions like: "who calls this function", "what breaks if I change it", "what's unused", and get precise, AST-verified answers. UCN parses JS/TS, Python, Go, Rust, Java, and HTML inline scripts with tree-sitter, then exposes 28 navigation commands as a CLI tool, MCP server, or agent skill.
LaTeX PDF MCP Server
★ 1Converts LaTeX source code into professionally formatted PDF documents.
MCP Sourcify Server
★ 1Verify and retrieve smart contract source code using the Sourcify API.
ECharts MCP Server
★ 1A server for generating various types of charts using the ECharts library.
Loop MCP Server
★ 1Enables LLMs to process array items sequentially with a specific task.
Tether MCP
★ 1Prevents AI coding agents from drifting off your architecture — blocks wrong dependencies, enforces file structure, and gives agents persistent memory of your project's rules.
Praison AI
★ 1AI Agents framework with 64+ built-in MCP tools for search, memory, workflows, code execution, and file operations. Install via `uvx praisonai-mcp`
FogBugz
★ 1A local MCP server for interacting with FogBugz issue tracker through LLM
ailist-mcp
★ 1Search and discover Ai projects from Claude Code. Browse 1,400+ MCP servers, tools, and agents. Submit projects via your Ai agent.
Notifly MCP Server
★ 1Notifly MCP Server - enabling AI agents to provide real-time, trusted Notifly documentation and SDK code examples for seamless integrations.
THIRI Chord Intelligence
★ 1Deterministic music-theory engine for AI agents to analyze, resolve, voice, and reharm chords.
zeuxis
★ 1Let AI agents capture screenshots themselves
Testplane MCP
★ 1A server for Testplane that enables LLMs to interact with web applications.
Tickstem
★ 1Cron scheduling, uptime monitoring, heartbeat monitoring, and email verification as native MCP tools for Claude Code, Cursor, and any MCP-compatible agent.
Agent Price API
★ 1A high-performance MCP server providing structured, real-time price data for AI hardware across global marketplaces, built with a focus on agent-native discovery over hardcoded endpoints.
Laravel Forge MCP Server
★ 1Manage Laravel Forge servers and sites using the Forge API.
Tidymodels MCP Server
★ 1An MCP server for accessing tidymodels GitHub information and generating code.
SpriteCook
★ 1Generate sprites, animations, tilesets, and game art with AI.
Jenkins MCP Server
★ 1An MCP server for automating tasks and managing jobs on a Jenkins server.
NomaCMS MCP Server
★ 1MCP server for NomaCMS. Manage collections, fields, content, and assets via AI agents.
KanseiLink
★ 1MCP intelligence layer with 156 services, trust scores from real agent usage, 120 workflow recipes, intent-based discovery, and Agent Voice feedback. Global + Japanese SaaS.
MCP Yeoman Server
★ 1Search for and run Yeoman generator templates programmatically.
CodeToPrompt MCP Server
★ 1An MCP server for the codetoprompt library, enabling integration with LLM agents.
MCP LLM Integration Server
★ 1An MCP server for integrating local Large Language Models with MCP-compatible clients.