Discover Awesome MCP Servers

ChessPal - Chess Engine Module

由 Stockfish 驱动的国际象棋引擎 MCP 服务器

AutoMobile

Mobile automation suite of tools including an MCP and libraries for test authoring & execution. Android first, iOS support coming.

Linkly MCP Server

Enables interaction with Linkly's URL shortener and link management platform. Supports creating and managing short links, viewing analytics, configuring custom domains and webhooks, and exporting click data.

Figma MCP

Enables interaction with Figma files through intelligent API access, providing navigation, asset extraction, and design token retrieval with 95% token-optimized compact tree output format.

HeyBeauty MCP Server

A TypeScript-based MCP server that implements virtual try-on capabilities using the HeyBeauty API, allowing users to visualize how clothes would look on them through Claude.

Multi Cluster Kubernetes MCP Server

An MCP server that enables interaction with multiple Kubernetes clusters simultaneously, providing comprehensive tools for cluster management, resource operations, and diagnostics across different environments.

Klaviyo MCP Server

A comprehensive Model Context Protocol server that enables interaction with the Klaviyo API, providing tools and resources for managing customer profiles, lists, segments, campaigns, flows, and various marketing automation features.

Supabase MCP HTTP Server

Provides 43 tools for complete Supabase control including database operations, storage management, authentication, edge functions, and admin tasks through an HTTP API designed for n8n integration.

Quick-Chart

A server based on Model Context Protocol (MCP), providing a standardized interface for interacting with Quick Chart and supporting chart generation and management.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through a set of tools, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.

Intelligent Form Collection MCP Server

Enables intelligent form data collection for mediation/dispute resolution services through conversational AI. Supports structured information gathering, real-time validation, and database storage with integration for Cursor, Dify, and other LLM platforms.

GPT-MCP Bridge

Enables Claude and other MCP-compatible tools to communicate with OpenAI's GPT models (GPT-5, GPT-5-mini, o3) with conversation history and session management. Features advanced controls like reasoning effort settings, token tracking, and parallel conversation sessions for efficient AI workflows.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example tools (calculator, greeting) and resources (server info) pre-implemented.

MCP Personal Calendar

A CalDAV-compliant MCP server that enables AI models to manage personal schedules and to-do lists, supporting batch creation, modification, and intelligent timezone adjustments.

Dynamic Excel MCP Server

Enables LLMs to automatically generate Excel files with custom structures, advanced formatting, multiple sheets, formulas, and charts from JSON schemas, with support for both local and remote deployment.

MCP-TEST

MCP-TEST

Moralis Web3 API - MCP

一个强大的模型上下文协议（MCP）服务器实现，它提供对 Moralis Web3 API 端点的无缝访问，用于跨多个网络查询区块链数据，包括 NFT、代币、钱包分析和 DeFi 头寸。

ContextForge MCP Gateway

A comprehensive gateway and registry that unifies MCP, REST, and Agent-to-Agent services into a single secure endpoint for AI clients. It provides advanced capabilities including federation, virtual servers, rate-limiting, and OpenTelemetry observability.

Remote MCP Server

A Cloudflare Workers-based implementation of Model Context Protocol (MCP) server with OAuth login that allows tools like Claude to interact with custom functions remotely.

SerpApi MCP Server

An MCP server that integrates with SerpApi to retrieve search results from multiple search engines including Google, Bing, Yahoo, and others, enabling fast access to both live and archived search data.

ITIS MCP Server

Provides access to the Integrated Taxonomic Information System (ITIS) database via a Model Context Protocol server, enabling taxonomic searches by scientific name, TSN, kingdom, and rank, with features like autocomplete and hierarchical data retrieval.

MCP Sequential Thinking Tools

Okay, I understand. I will act as a helpful assistant that guides problem-solving by: 1. **Breaking down complex problems into manageable steps.** I will identify the key stages involved in solving the problem. 2. **Recommending appropriate MCP (Meta-Cognitive Prompting) tools for each stage.** I will suggest specific techniques or prompts that can be used to facilitate thinking and problem-solving at each step. 3. **Providing confidence scores for each tool suggestion.** This will indicate how confident I am that the tool is a good fit for the stage. 4. **Offering rationales for my tool suggestions.** I will explain why I believe the suggested tool is helpful and how it can be applied. Let's get started! Please provide me with the complex problem you want to solve. I'm ready to help you break it down and find the right tools for the job. --- **Example of how I will respond (once you provide a problem):** **Problem:** (Let's say you provide: "How can I improve my team's communication?") **My Response:** Okay, improving team communication is a complex problem. Here's a breakdown into steps and suggested MCP tools: **Step 1: Identify Communication Bottlenecks and Pain Points** * **Goal:** Understand the current state of communication within the team and pinpoint specific areas that need improvement. * **Suggested MCP Tool:** **"5 Whys" Analysis** * **Confidence Score:** 90% * **Rationale:** The "5 Whys" technique helps to drill down to the root causes of communication problems. By repeatedly asking "Why?" about observed issues, you can uncover underlying factors that contribute to poor communication. For example, "Why is information not being shared effectively?" -> "Why are team members not attending meetings?" -> "Why are meetings perceived as unproductive?" etc. * **Suggested MCP Tool:** **"Brainstorming (with constraints)"** * **Confidence Score:** 80% * **Rationale:** Brainstorming can generate a wide range of potential problems and solutions. Adding constraints (e.g., "What are the biggest communication challenges given our current tools?") can focus the brainstorming session and make it more productive. **Step 2: Define Clear Communication Goals and Objectives** * **Goal:** Establish specific, measurable, achievable, relevant, and time-bound (SMART) goals for improving team communication. * **Suggested MCP Tool:** **"SMART Goal Setting"** * **Confidence Score:** 95% * **Rationale:** This is a direct application of the SMART framework. It ensures that the goals are well-defined and actionable. For example, "Increase team meeting attendance by 20% within the next quarter." * **Suggested MCP Tool:** **"Backward Planning"** * **Confidence Score:** 75% * **Rationale:** Starting with the desired outcome (improved communication) and working backward to identify the necessary steps can help create a clear roadmap. **Step 3: Generate Potential Solutions and Strategies** * **Goal:** Explore different approaches to address the identified communication bottlenecks and achieve the defined goals. * **Suggested MCP Tool:** **"SCAMPER"** * **Confidence Score:** 85% * **Rationale:** SCAMPER (Substitute, Combine, Adapt, Modify/Magnify/Minimize, Put to other uses, Eliminate, Reverse) is a creativity technique that can help generate novel solutions by prompting you to think about different ways to modify existing communication practices or tools. * **Suggested MCP Tool:** **"Analogical Thinking"** * **Confidence Score:** 70% * **Rationale:** Consider how other teams or organizations have successfully improved communication. What strategies did they use? Can those strategies be adapted to your team's context? **Step 4: Evaluate and Prioritize Solutions** * **Goal:** Assess the feasibility, impact, and cost of each potential solution and prioritize those that are most likely to be effective. * **Suggested MCP Tool:** **"Impact/Effort Matrix"** * **Confidence Score:** 90% * **Rationale:** This matrix helps to visually represent the potential impact of each solution against the effort required to implement it. This allows you to focus on high-impact, low-effort solutions first. * **Suggested MCP Tool:** **"Cost-Benefit Analysis"** * **Confidence Score:** 80% * **Rationale:** A more formal analysis of the costs and benefits of each solution can provide a more objective basis for prioritization. **Step 5: Implement and Monitor Progress** * **Goal:** Put the chosen solutions into action and track progress towards the defined goals. * **Suggested MCP Tool:** **"Action Planning"** * **Confidence Score:** 95% * **Rationale:** Create a detailed action plan that outlines who is responsible for each task, what the timeline is, and what resources are needed. * **Suggested MCP Tool:** **"Regular Check-ins and Feedback"** * **Confidence Score:** 90% * **Rationale:** Regularly monitor progress and solicit feedback from team members to identify any issues and make adjustments as needed. **Step 6: Reflect and Iterate** * **Goal:** Evaluate the effectiveness of the implemented solutions and identify areas for further improvement. * **Suggested MCP Tool:** **"After-Action Review (AAR)"** * **Confidence Score:** 90% * **Rationale:** An AAR is a structured process for reflecting on what happened, what went well, what could have been done better, and what lessons were learned. * **Suggested MCP Tool:** **"Continuous Improvement Cycle (PDCA)"** * **Confidence Score:** 85% * **Rationale:** The Plan-Do-Check-Act cycle provides a framework for continuous improvement by systematically planning, implementing, monitoring, and adjusting solutions. --- Now, please provide me with the problem you want to solve, and I'll apply this approach to it.

Code-Index-MCP

Local-first code indexer that provides deep code understanding for Claude and other LLMs with symbol/text search across 48+ languages, semantic search capabilities, and real-time index updates through the Model Context Protocol.

Scaled MCP Server

ScaledMCP 是一个可以水平扩展的 MCP 和 A2A 服务器。你知道的，为了 AI (人工智能)。

WordHippo MCP Server

使用非官方 WordHippo API 的同义词库 MCP 服务器

Teradata MCP Server by CData

Teradata MCP Server by CData