Explore server capabilities, recorded tools, available client configurations and practical setup considerations. Browse servers by category, or jump to remote servers and official vendor servers.
Servers can appear in several categories when their tools support several tasks. Category counts include these overlaps; the directory total counts each server once.
984 servers
2205 servers
8565 servers
1403 servers
598 servers
2659 servers
1883 servers
1983 servers
1735 servers
2501 servers
1236 servers
1603 servers
327 servers
965 servers
67 servers
74 servers
937 servers
124 servers
310 servers
1303 servers
561 servers
1525 servers
317 servers
392 servers
908 servers
107 servers
243 servers
391 servers
205 servers
1068 servers
626 servers
1194 servers
825 servers
712 servers
322 servers
383 servers
242 servers
400 servers
172 servers
155 servers
259 servers
238 servers
577 servers
560 servers
127 servers
832 servers
112 servers
123 servers
676 servers
456 servers
966 servers
253 servers
93 servers
358 servers
329 servers
315 servers
254 servers
781 servers
160 servers
233 servers
51 servers
400 servers
247 servers
286 servers
199 servers
182 servers
172 servers
308 servers
381 servers
184 servers
45 servers
216 servers
154 servers
269 servers
48 servers
30 servers
21 servers
27 servers
33 servers
133 servers
46 servers
17 servers
43 servers
95 servers
60 servers
20690 servers
Spotify podcast and artist trends over time, with growth metrics. Free key at trendsmcp.ai
Spot capacity is far cheaper than On-Demand — between 40% and 85% off in the snapshots that ship with this tool. Finding the right machine does not scale by hand:
Unofficial Model Context Protocol server for the Spotler SendPro API, formerly known as FlowMailer.
Local PDF accessibility audit: machine-checkable PDF/UA basics (ADA/EAA/508). No uploads.
Rent storage and parking in Mexico — mini-bodegas, estacionamiento, bodegas. Live prices + links.
Find 27,000+ outdoor ping pong tables worldwide, with spot details and live playing conditions.
Search Facebook Marketplace, inspect listings and analyze deals. Paid Spottable Pro/Max required.
Real-time electricity data for SPP, the Southwest Power Pool grid operator covering 14 US states…
Auto-syncing MCP server for the Spraay x402 Gateway. Auto-creates a wallet on first run — no env vars, just fund and go. Pay-per-call x402, USDC, no
Batch send SOL or any SPL token to 1000+ wallets via x402. AI agent payments on Solana.
Build and supervise fleets of agents from Claude Code, Codex or Cursor. Connects over OAuth.
MCP Server for Google Spreadsheet integration
SQLite-authoritative entity database with an async Google Sheets projection for AI agents.
Agent-safe Excel workbook analysis, editing, recalc, and verification tools.
A Model Context Protocol (MCP) server providing full Google Sheets functionality. Read, write, format cells, create charts, use formulas, and manage spreadsheets directly from Claude, Cursor, or any…
このプロジェクトは、Google SpreadsheetのデータにアクセスするためのModel Context Protocol (MCP) サーバーです。LLMがスプレッドシート情報を直接利用できるようにします。
Query the Spreaker podcast platform: get shows and episodes, list a show's episodes.
Search Facebook ads, decode competitor creative strategy, and track brand ad history.
Marketing for developers with apps in the stores: plan, publish and read the results.
mcp client application that utilizes spring ai. it integrates with mcp protocol-supported servers to enable ai-powered chat interactions.
# Spring AI Chrome MCP Server > 크롬 브라우저와 상호작용 할 수 있는 MCP 서버입니다. # Running Example 1. 브라우저 열어줘 2. MCP 검색해줘 3. 블로그 하나 들어가서 내용 요약해줘 4. 새 탭 열고, 구글 접속해줘
This is a sample Spring AI MCP Server project built for fun and experimentation. It implements basic CRUD operations using an in-memory data store with dummy Person data.
# Spring AI MCP Weather Server Sample with WebMVC Starter This sample project demonstrates how to create an MCP server using the Spring AI MCP Server
A Spring Boot starter project demonstrating how to build a Model Context Protocol (MCP) server that provides weather-related tools using the National Weather Service (weather.gov) API. This project…
MCP server implementation that serves up-to-date information about projects from api.spring.io
🍀 🤖 Spring Boot AI - Evaluation Testing
A Model Context Protocol (MCP) server for bootstrapping Spring Boot projects using Spring Initializr. This server provides AI assistants with tools to discover available Spring Boot configurations…
A template idea project by springboot、mcp、junit. Available for both stdio and sse mode.
This is a Spring Boot project configured with MySQL and HikariCP connection pool.
Think of MCP as the "USB standard for AI" - it provides a common interface that allows any AI model to interact with various tools through a consistent protocol. Benefits of using MCP with Spring…
GTM tools for agents: social listening, traffic and SEO research, lead and creator discovery
🚀 Enhanced v1.4.1: 17 powerful tools with Spring AI support, intelligent caching, advanced tutorials, and comprehensive Spring ecosystem access 🌐 Universal MCP Compatibility: Works with Claude…
An MCP (Model Context Protocol) server that provides access to Spring Initializr functionality, allowing AI assistants to generate and download Spring Boot projects programmatically.
Spring MCP Bridge is a tool that automatically converts REST endpoints from Spring Boot applications into an MCP (Message Conversation Protocol)
A simple demonstration of how to build a remote Model Context Protocol (MCP) server using Spring Boot and Java. This project showcases how to implement and expose tools that can be called by AI…
MCP server to manage OpenProject work-packages realized in Java. The server acts as a proxy to your OpenProject API. The user's' OpenProject API
Register, deploy, review, and govern internal applications built with coding agents.
Convert Spring REST API to MCP Server with OpenRewrite
Think of MCP as the "USB standard for AI" - it provides a common interface that allows any AI model to interact with various tools through a consistent protocol. Benefits of using MCP with Spring…
Read payment settings, orders and receipts, create payment links and API keys.
Opinionated sprint tracker. Read/update tickets, sprints, velocity from Claude/Cursor/Zed.
Sprintra gives your AI coding agent persistent memory — features, architecture decisions, sprint progress, and project context that survive session resets, token limits, and IDE switches.
AI-native project management with persistent memory across IDEs (Claude, Cursor, Codex).
Generate pixel art sprites, animations, 8-direction rotations and palettes for games.
SpriteCook MCP Server - Connect your AI agent to SpriteCook for game asset generation, saved presets, import, background cleanup, asset organization
Connect your AI agent (Cursor, VS Code, Claude, Codex, Grok Build, and others) to SpriteCook for AI-powered pixel art and game asset generation.
Generate, edit, style-match, turn, and animate game-ready pixel art at exact sizes.
Game-dev sprite tools: PNG/GIF to spritesheet, split, trim, animate. OAuth-authenticated MCP server.
Build a game's 2D art layer with your agent: characters, animations, tilesets, levels, 5 engines.
Manage Sprites: sandboxed compute environments with exec, services, and checkpoints.
AI game assets for agents: consistent sprites, 2D animations, tiles, maps, music and engine exports.
Schedule, publish and track social posts across TikTok, Instagram, Threads and YouTube Shorts.
Upload, transform, and deliver images on a global CDN via AI agents.
Model-tiered content pipeline — cheap models seed, expensive models verify
Agent-native sports token network. 1,435 tokens across 98 sports, 9 global regions.
Read Spruce Health contacts, conversations, messages, phone lines and team members (read-only).
Publish apps from Claude Code, Codex or Cursor to your team, behind sign-in, with a database.
Utility tools for AI agents: hashing, text stats, validation, DNS, currency, GEO audits.
An MCP server for Pounding The Rock blog, that provides comprehensive coverage of the San Antonio Spurs.
EU trade analytics, product catalog, orders, and heating fuel calculator for AI agents.