Discover Awesome MCP Servers

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.

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.

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.

Nexmo Messages MCP Server

An MCP server that enables interaction with Nexmo's Messages API, allowing agents to send and manage messages across various channels via natural language commands.

GitHub Tools MCP Server

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

Stellaris Modding MCP Server

ステラリスのmodding支援用MCPサーバーです。SteamCMD APIとGitHub APIを使用して、mod開発者に必要な最新情報を提供します。

MCP Sequential Thinking Tools

Okay, I'm ready to help guide problem-solving by breaking down complex problems into steps and recommending appropriate MCP (Mental Calculation Process) tools for each stage. I'll provide confidence scores and rationales for my tool suggestions. To get started, please provide me with the complex problem you want to solve. The more information you give me, the better I can tailor the process and tool recommendations. **Here's a general framework I'll use, which I'll adapt based on your specific problem:** **1. Problem Definition & Understanding (Confidence: 95%)** * **Goal:** Clearly define the problem, understand its scope, and identify key constraints. * **Steps:** * **1.1. Problem Statement:** Articulate the problem in a concise and unambiguous way. * **1.2. Information Gathering:** Collect all relevant data, facts, and background information. * **1.3. Constraint Identification:** Identify any limitations, restrictions, or boundaries. * **1.4. Goal Clarification:** Define the desired outcome or solution. * **MCP Tools:** * **Mind Mapping (Confidence: 90%):** Visually organize information, identify relationships, and explore different aspects of the problem. *Rationale: Helps to structure thoughts and see the big picture.* * **5 Whys (Confidence: 85%):** Repeatedly ask "Why?" to drill down to the root cause of the problem. *Rationale: Uncovers underlying issues that might not be immediately apparent.* * **Affinity Diagram (Confidence: 80%):** Organize a large number of ideas or data points into related groups. *Rationale: Useful for identifying patterns and themes in complex information.* **2. Idea Generation & Exploration (Confidence: 80%)** * **Goal:** Generate a wide range of potential solutions or approaches. * **Steps:** * **2.1. Brainstorming:** Generate as many ideas as possible without judgment. * **2.2. Research & Benchmarking:** Explore existing solutions or best practices. * **2.3. Creative Thinking Techniques:** Use techniques like lateral thinking or SCAMPER to generate novel ideas. * **MCP Tools:** * **Brainwriting (Confidence: 85%):** A structured brainstorming technique where participants write down ideas and then pass them around for others to build upon. *Rationale: Encourages participation and avoids groupthink.* * **SCAMPER (Confidence: 80%):** A checklist of prompts (Substitute, Combine, Adapt, Modify, Put to other uses, Eliminate, Reverse) to stimulate creative thinking. *Rationale: Provides a structured approach to generating new ideas.* * **Analogy Thinking (Confidence: 75%):** Drawing parallels between the problem and seemingly unrelated situations to spark new insights. *Rationale: Can help to break free from conventional thinking.* **3. Solution Evaluation & Selection (Confidence: 75%)** * **Goal:** Evaluate the potential solutions and select the most promising one(s). * **Steps:** * **3.1. Criteria Definition:** Establish criteria for evaluating the solutions (e.g., feasibility, cost, effectiveness). * **3.2. Solution Assessment:** Evaluate each solution against the defined criteria. * **3.3. Risk Assessment:** Identify potential risks associated with each solution. * **3.4. Prioritization:** Rank the solutions based on their overall score. * **MCP Tools:** * **Decision Matrix (Confidence: 90%):** A table that allows you to compare different options based on a set of criteria. *Rationale: Provides a structured and objective way to evaluate solutions.* * **Pros and Cons List (Confidence: 85%):** A simple but effective way to weigh the advantages and disadvantages of each solution. *Rationale: Helps to identify potential drawbacks and benefits.* * **Cost-Benefit Analysis (Confidence: 80%):** A systematic process for comparing the costs and benefits of different solutions. *Rationale: Useful for making decisions based on financial considerations.* **4. Implementation & Monitoring (Confidence: 70%)** * **Goal:** Implement the chosen solution and monitor its effectiveness. * **Steps:** * **4.1. Action Planning:** Develop a detailed plan for implementing the solution. * **4.2. Execution:** Carry out the action plan. * **4.3. Monitoring & Evaluation:** Track the progress of the implementation and evaluate its effectiveness. * **4.4. Adjustment:** Make adjustments to the solution as needed. * **MCP Tools:** * **Gantt Chart (Confidence: 85%):** A visual representation of a project schedule, showing tasks, timelines, and dependencies. *Rationale: Helps to track progress and identify potential delays.* * **Checklist (Confidence: 90%):** A list of tasks or steps that need to be completed. *Rationale: Ensures that all necessary steps are taken and reduces the risk of errors.* * **Feedback Loops (Confidence: 80%):** Regularly solicit feedback from stakeholders to identify areas for improvement. *Rationale: Allows for continuous improvement and adaptation.* **Important Considerations:** * **Confidence Scores:** These are subjective estimates of how well a particular tool fits a given stage. They will vary depending on the specific problem. * **Flexibility:** This is a general framework. We may need to adjust the steps and tools based on the nature of your problem. * **Iteration:** Problem-solving is often an iterative process. You may need to revisit earlier stages as you learn more. **Now, please tell me about the problem you want to solve!**

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 é um servidor MCP e A2A horizontalmente escalável. Sabe, para IA.

WordHippo MCP Server

Servidor MCP Thesaurus usando a API não oficial do WordHippo

Teradata MCP Server by CData

Teradata MCP Server by CData

Gel MCP Server

Enables AI coding agents to interact with Gel databases by executing queries, testing changes in transactions, and accessing code examples and rules for advanced workflows.

PypReader-MCP

An MCP server that enables AI models to inspect local Python packages by retrieving PyPI descriptions, file structures, and source code. It allows agents to understand third-party libraries directly from a specified environment for tasks like code analysis and dependency checking.

Balldontlie MCP Server

Uma implementação de servidor MCP que integra a API Balldontlie para fornecer informações sobre jogadores, times e jogos da NBA, NFL e MLB.

Semiconductor Component RAG Search

Enables semantic search and question-answering over semiconductor component data stored in Excel files using ChromaDB vector database and HuggingFace language models through a RAG pipeline.

LexGuard MCP

Enables AI to search and retrieve South Korean legal information from the National Law Information Center. It allows users to look up specific laws, articles, and detailed legal provisions using natural language queries.

Tally MCP Server by CData

Tally MCP Server by CData

Shared Memory MCP Server

Provides a shared context layer for AI agent teams to improve token efficiency through context deduplication and incremental state sharing. It enables multiple agents to coordinate tasks, share real-time discoveries, and manage dependencies while significantly reducing redundant data transmission.

Account and Transaction MCP Server

An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.

Jinko Hotel Booking MCP Server

Enables AI agents to search, browse, and book hotels from a database of 2 million properties worldwide. Provides comprehensive hotel search capabilities with location lookup, filtering by amenities, detailed property information, and integrated booking functionality.

Infobip

Infobip MCP Servers let you build AI agents to interact with the Infobip platform through the Model Context Protocol (MCP). Connect to Infobip and enable your agents to perform actions, such as sending messages over channels like SMS, WhatsApp, or Viber, or managing customer data in a controlled, pr