Explore MCP Servers and Clients

Co-create schemas with your AI — typed fields, relationships, SQL-like constraints. Turn unstructured content into a curated database built for insights. Platform integrations such as PostHog and Microsoft built-in and expanding. Any HTTP API via OpenAPI import. One MCP connection gives your agent full CRUD, semantic search, and a structured knowledge base that grows correctly over time.

Search and filter 146 historic chocolate recipes from 1914 - cakes, candies, mousses, and beverages.

Semantic search through Dickens' classic novella - find passages by meaning, theme, or character, not just keywords.

Query 70+ years of UN population data (fertility, mortality, migration, life expectancy) for 298 countries via MCP.

Injectable MCP server for AI-driven reverse engineering inside processes

Twitter的一些api mcp

MCP Assistant is a web-based client for interacting with MCP (Model Context Protocol)–compatible servers.

车辆数据库的mcp

Imdb146 MCP 服务器可帮助您轻松获取电影、视频及相关信息。

Enrich contacts and companies via email/LinkedIn enrichment and email validation through LeadFuze (API key required).

MCP server para consultar información geográfica y turística de Colombia. Accede a datos de las 6 regiones naturales, 32 departamentos, ciudades, municipios y atracciones turísticas con coordenadas e imágenes.

零负担、开箱即用的模型上下文协议（MCP）服务器，用于与 MySQL 交互和自动化操作。无需 Node.js 或 Python 环境。该服务器提供对 MySQL 数据库和表进行 CRUD 操作的工具，以及只读模式以防止意外的写入操作。您还可以通过添加 --with-explain-check 标志让 MCP 服务器在执行查询前使用 EXPLAIN 语句检查查询计划。

A worldwide business registry offering AI-powered lead generation capabilities. Provides access to comprehensive business data (profiles, contacts, classifications) through the Model Context Protocol (MCP)

Spec Oxide is a comprehensive workflow and toolset that enables spec-driven development for AI-assisted coding with Claude Code. You agree on what to build before any code is written. Spec Oxide ships a CLI and an MCP server to list and manage specifications as Markdown files as well as change proposals. A built-in search functionality finds the relevant spec files to avoid loading too many files into the Claude Code context window.

The Dacast MCP (Model Context Protocol) Server integrates Dacast’s comprehensive video streaming and hosting platform with your AI-powered applications. Once configured, you can upload and manage video content, control live streams, review analytics, and access nearly all of Dacast’s broadcasting infrastructure through natural-language prompts in supported AI clients.

Read-only MCP server for secure filesystem exploration, searching, and analysis

MCP Server for Slotix - AI-powered appointment management. Manage appointments, clients, availability and send notifications through Claude Desktop or ChatGPT.

MCP Go Server connects AI assistants like Claude directly to the Go runtime. It acts as a bridge, giving your AI the necessary tools to execute, manage, and optimize Go-based development workflows efficiently.

Enhanced MCP server for Capacities, the knowledge management app. Features include listing spaces, searching content with full-text and title modes, retrieving complete object content by ID, saving weblinks with metadata and tags, and adding content to daily notes. Fork of the original with updated fastmcp for MCP SDK compatibility and tested Windows support.

This server integrates a variety of Vonage's APIs as tools to help developers work with their applications.

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Lightweight local RAG MCP server for semantic vector search over markdown documents. Reduces token consumption by 40x. Supports Japanese and English.

sholarPlot MCP - AI-powered scientific figure generator for researchers. Create publication-ready charts, neural network diagrams, flowcharts & mechanism illustrations that meet Nature/Science/IEEE journal standards in seconds

Bulk Spotify operations with confidence scoring - batch playlist creation, library exports, and human-in-the-loop review for uncertain matches. Perfect for importing podcast song lists.

AI-powered prompt refinement tool with adaptive questioning and multi-provider support. Provides 5 MCP tools (refine_prompt, tweak_prompt, list_models, list_providers, validate_environment) for intelligent prompt engineering. Supports Google Gemini, Anthropic Claude, OpenAI, Groq, Alibaba Qwen, and Zhipu GLM. Features adaptive task detection, interactive/structured modes, and session history management.

An MCP server for executing token swaps across multiple decentralized exchanges using OpenOcean's aggregation API.

基于 Model Context Protocol (MCP) 的 YApi 集成服务器，在 Cursor 等支持 MCP 的编辑器中直接查询 YApi API 文档。

Firelinks MCP Server MCP (Model Context Protocol) server for the Firelinks platform, allowing external LLMs (Large Language Models) to interact with the Firelinks API - https://firelinks.cc/p/api Description This server implements the MCP protocol developed by Anthropic and provides a set of tools for working with the Firelinks platform: - Link Management: create, retrieve, edit short links - Statistics: get detailed click statistics, compare periods - Domains: manage custom domains - Servers: get list of available servers Architecture LLM client → HTTPS (mcp.firelinks.cc) → Node.js MCP Server → Firelinks API Backend Requirements - Node.js >= 20.0.0 - Docker and Docker Compose (for containerization) - Firelinks API token

Connect ChatGPT, Claude, Mistral or any other AI assistant to hostbento—and give your AI assistant the power to design, build, and deploy without leaving the chat.

Git-driven MCP Server for managing Prompt templates with Handlebars support. Store prompts in Git, sync automatically, and use dynamic templates in Cursor, Claude Desktop, and other MCP clients. Features hot-reload, group filtering, version management, and Docker/Kubernetes deployment support.

Get real-time web data, automatically handle anti-bot systems, extract structured data, and capture screenshots with your favorite tools, such as Cursor or LangChain.

Persistent memory for AI coding assistants. Works across Cursor, Claude, Windsurf, VS Code and any MCP client. Remember decisions, search semantically, analyze code dependencies — 60+ tools. Your AI's permanent brain.

The Supabase Coolify MCP Server enables AI agents to fully manage self-hosted Supabase instances on Coolify. It provides 52 production-ready tools for database migrations (with rollback), edge functions, storage, authentication, and health monitoring. Features include Zod-based input validation, automatic health checks, Supabase CLI integration, and comprehensive verification tools.

Markdown-First MCP Server for Notion - Composite Actions, Auto-Pagination, Bulk Operations optimized for AI Agents

MCP server for the Azure DevOps Boards

A lightweight Model Context Protocol (MCP) server that exposes Greenbook data and tools for market research professionals, analysts, and related workflows. It is designed to be used as a remote data source from any MCP-compatible client.

Plan Manager MCP Service A powerful, universal plan management service for LLMs, built with the Model Context Protocol (MCP). This service allows AI agents to create, manage, and track any kind of plan—from travel itineraries and study schedules to 21-day habit challenges—using a flexible, tree-based task structure.

一个轻量级的主机信息获取MCP工具，通过MCP（模型上下文协议）接口提供系统信息，基于Spring Boot3+Spring AI+OSHI（操作系统和硬件信息）库构建。

MCP server for controlling Sonos speakers and playing audio streams.

It is a open-source universal memory engine where users can store and retrieve their AI conversations and context across different models. Users can add memories through MCP, SDK, or a website selfmemory.com Over time, this will evolve into a one-stop memory hub with note-taking and chatbot features. For B2B, it becomes a knowledge backbone, storing project context, organizational knowledge, documents, and data sources to power company-wide AI systems.

A growing collection of MCP tools for Android Development. Currently features a deterministic Figma-SVG-to-Android-XML converter, with plans for Gradle analysis, Resource management, and ADB integration tools.

Access your team's 2FA codes from AI agents without sharing secrets. List accounts, generate TOTP codes, and maintain full audit trails. Built for DevOps, CI/CD pipelines, and automated workflows that need to authenticate to protected services.

Headless document processing for AI agents. Invoice extraction, contract analysis, and Dutch business verification. Pay-per-use via X402 on Solana. No API keys needed.