Discover Awesome MCP Servers

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.

MCP-SqlServer

以下是将英文翻译成中文的文本： 一个用 C# 编写的 MCP 服务器实现，用于 LLM 与 SQL Server 的集成，并已使用 Claude Desktop 进行测试。 Here's a slightly more polished version, focusing on clarity and common terminology: 一个使用 C# 实现的 MCP 服务器，用于将 LLM 集成到 SQL Server 中，并已通过 Claude Desktop 测试。 **Explanation of changes and why they were made:** * **"A MCP Server implementation in C#" -> "一个使用 C# 实现的 MCP 服务器"**: This is a more natural and direct translation. "实现" (shí xiàn) is the standard word for "implementation" in this context. * **"for LLM integration with SQL Server" -> "用于将 LLM 集成到 SQL Server 中"**: This clarifies the purpose of the server. "将...集成到..." (jiāng...jí chéng dào...) is a common and clear way to express "integrating... into...". * **"tested with Claude Desktop" -> "并已通过 Claude Desktop 测试"**: "通过...测试" (tōng guò...cè shì) is the standard way to say "tested with..." or "passed testing with...". The second version is generally preferred for its clarity and natural flow in Chinese.

MCP Weather Server

A standardized API server that enables AI agents and client applications to fetch current weather information for any location without directly interacting with external weather APIs.

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.

GovCon

Federal procurement intelligence toolkit that searches SAM.gov contract opportunities, analyzes agency spending patterns, tracks competitor wins, and monitors small business set-aside programs (8a, HUBZone, SDVOSB, WOSB). 4 tools using SAM.gov and USASpending.gov data.

Oracle MCP Server

Execute SQL queries, browse schemas, and analyze Oracle Database performance through an AI-compatible Model Context Protocol server.

GnuRadio

GnuRadio

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.

Azion MCP Server Template

A Model Context Protocol server template deployed on Azion Edge Computing Network that provides a simple calculator tool for basic arithmetic operations.

SuiteCRM MCP Server by CData

This read-only MCP Server allows you to connect to SuiteCRM data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

Spark EventLog MCP Server

Enables comprehensive analysis of Apache Spark event logs from S3, HTTP, or local sources, providing performance metrics, resource monitoring, shuffle analysis, and automated optimization recommendations with interactive HTML reports.

Anki MCP Server

An MCP server that enables AI assistants to interact with the Anki flashcard application for studying, deck management, and note creation. It supports natural language interaction for reviewing cards, searching content, and managing media files across local and remote environments.

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.

IoTDB MCP Server

镜子 (jìng zi)

GitHub MCP Server

一个模型上下文协议服务器，使像 Claude 这样的人工智能助手能够与 GitHub 仓库、议题和拉取请求进行交互。

Basic MCP Weather Tool

A simple educational MCP server implemented in Node.js that allows users to fetch weather information for cities using the Open-Meteo API.

SharePoint MCP Server by CData

SharePoint MCP Server by CData

Pylpex MCP

Enables execution and analysis of Pylpex code through an interpreter, supporting code execution, tokenization, variable inspection, and providing language documentation and examples.

whatsapp-mcp

An MCP server that connects Claude to WhatsApp for reading group messages, searching conversations, and sending messages. It includes advanced tools for analyzing group activity patterns, member statistics, and syncing message history.

GitHub Tools MCP Server

Model Context Protocol server that enables interaction with GitHub repositories, issues, pull requests, and search functionality through natural language.

CongressMCP-full

The open Congress.gov MCP server. Provides comprehensive access to the Congress.gov API through 6 organized toolsets, enabling AI systems to retrieve and interact with legislative data from the United States Congress with a clean, unified interface.

Hunter MCP Server

Provides integration between Hunter API and LLM providers supporting the MCP protocol, allowing natural language interaction with Hunter B2B data for finding and managing company and people information.

IoTDB MCP Server for Tree Model

针对树模型的 iotdb-mcp-server

FinDataMCP

An MCP server that enables Claude Desktop to access and analyze financial data through Yahoo Finance integration.

🪄 ImageSorcery MCP

🪄 ImageSorcery MCP

360 AI Cloud Drive MCP Server

An implementation of the Model Context Protocol that allows AI models to interact with 360 AI Cloud Drive, providing comprehensive file management capabilities including uploading, downloading, searching, and sharing files.

ToolBox MCP Server

一个由人工智能驱动的自动化工具开发平台，提供模块化架构和工具热重载、企业级集成能力以及零停机部署的实时更新。

TripGo MCP Server

Provides access to the TripGo API for multi-modal trip planning, public transport departures, and transport-related location searches. It enables users to calculate routes and retrieve travel information through the Model Context Protocol.