MCP Server Directory

**ScreenPipe**: An open-source AI app store powered by 24/7 desktop and mic recording. It enables developers to build and monetize AI apps with full user context, offering 100% local, dev-friendly solutions.

**SQLGlot** is a Python-based SQL parser, transpiler, optimizer, and engine. It supports translation between 24 SQL dialects, including DuckDB, Presto, Spark, and BigQuery, enabling seamless SQL formatting and dialect conversion. It also features query optimization, AST manipulation, and customizable parsing.

**Upsonic**: A reliability-focused framework for building production-ready AI agents. It ensures accuracy with verification layers, supports multi-task automation, and integrates tools via Model Context Protocol (MCP).

**Inbox Zero** is an open-source AI-powered email assistant and client designed to help users achieve inbox zero efficiently. It features an AI assistant, smart email categorization, bulk unsubscriber, cold email blocker, and detailed email analytics.

**Convex** is an open-source reactive database designed to simplify web app development. It offers a database, server functions, and client libraries, enabling developers to build and scale dynamic, live-updating apps with strong consistency using TypeScript.

**Figma MCP Server** enables AI coding tools like Cursor, Windsurf, and Cline to access and utilize Figma design data via the Model Context Protocol, improving accuracy in implementing designs directly from Figma files.

**Trieve** is an all-in-one platform for advanced search, recommendations, and Retrieval-Augmented Generation (RAG). It offers semantic vector search, typo-tolerant neural search, sub-sentence highlighting, and customizable RAG workflows, supporting self-hosting and hybrid search with re-ranking.

**FastMCP**: A Pythonic framework for building **Model Context Protocol (MCP)** servers, enabling seamless integration of tools, resources, and prompts for LLMs with minimal boilerplate. Now part of the official MCP SDK.

**Cognee** is a memory layer for AI applications and agents, designed to build dynamic, scalable agent memory using modular ECL (Extract, Cognify, Load) pipelines. It reduces hallucinations, developer effort, and costs while integrating data from 30+ sources into graph and vector databases.

**mcp-agent** is a lightweight, composable framework for building AI agents using the Model Context Protocol (MCP). It simplifies MCP server management, implements effective agent patterns, and supports multi-agent workflows, enabling robust and interoperable AI applications.

**Firebase Genkit** is an open-source framework for building AI-powered applications with Node.js and Go. It offers tools for debugging, streaming, and integrating AI workflows, along with support for vector databases and prompt engineering, enabling developers to create intelligent agents, data transformation systems, and retrieval-augmented generation apps.

**Playwright MCP Server** is a Model Context Protocol server enabling browser automation via Playwright. It allows LLMs to interact with web pages, take screenshots, and execute JavaScript in real browsers.

**Markdownify MCP Server** is a versatile tool that converts various file types (PDFs, images, audio, DOCX, etc.) and web content (YouTube, Bing, web pages) into Markdown format, making it easily readable and shareable.

**MCP Go** is a Go implementation of the Model Context Protocol (MCP), designed to facilitate seamless integration between large language model (LLM) applications and external data sources or tools. It provides a high-level, easy-to-use interface for building MCP servers with minimal boilerplate, enabling developers to focus on creating tools and resources for LLM interactions. Key features include fast development, simplicity, and full support for the MCP specification.

**mcp-installer** is a server designed to automate the installation of other MCP servers via npm or PyPi, using `npx` for Node and `uv` for Python. It simplifies server setup for users.

**Stripe Agent Toolkit** facilitates seamless integration of Stripe APIs with popular agent frameworks like OpenAI, LangChain, CrewAI, and Vercel AI SDK through function calling. It supports Python and TypeScript, enabling developers to manage Stripe functionalities such as payments, invoices, and billing efficiently.

**FastMCP** is a TypeScript framework designed for building MCP (Model Context Protocol) servers that efficiently manage client sessions. It offers features like tool and resource definition, authentication, sessions, image handling, logging, error management, and server-sent events (SSE) for real-time communication. FastMCP simplifies the creation of robust MCP servers with a focus on scalability and developer-friendly tools.

**21st.dev Magic AI Agent**: An AI-powered platform that enables developers to instantly generate modern UI components using natural language descriptions, seamlessly integrating with popular IDEs like Cursor, Windsurf, and VSCode.

**MCP-Bridge** is a tool that connects the OpenAI API with MCP tools, enabling developers to use MCP functionalities seamlessly through OpenAI’s interface. It supports chat completions, MCP tools, and an SSE bridge for external clients.

**Cloudflare MCP Server** enables natural language interaction with Cloudflare’s API via the Model Context Protocol (MCP). It allows users to manage Workers, KV stores, R2, D1 databases, and more using conversational commands.

**Query MCP (formerly Supabase MCP Server)** enables safe SQL query execution, database management, and Supabase API access through IDEs, with built-in safety controls and robust transaction handling.

**Obsidian Model Context Protocol (MCP-Obsidian)** is a connector enabling Claude Desktop (or MCP clients) to read and search Markdown notes, such as those in an Obsidian vault, enhancing note accessibility and integration.

**mcp-golang** is an unofficial Go implementation of the Model Context Protocol (MCP), enabling developers to create MCP servers and clients with minimal code. It features type safety, custom transports, low boilerplate, modular design, and bi-directional support. Ideal for building efficient MCP-based applications.

**Shell and Coding Agent for Claude and ChatGPT** enables AI chat applications to execute, build, and run code locally. It integrates with Claude and ChatGPT to provide shell access, file editing, and project management, with features like syntax checking, large file handling, and task checkpointing.

**MCPHost** is a CLI tool that enables Large Language Models (LLMs) like Claude 3.5 Sonnet and Ollama to interact with external tools via the Model Context Protocol (MCP), facilitating dynamic tool integration and context management.

**MCP Server for Obsidian**: A server that integrates with Obsidian via the Local REST API plugin, enabling file management, content retrieval, and note manipulation through tools like search, patch, and append functionality.

**Exa MCP Server** enables AI assistants like Claude to perform real-time web searches using the Exa AI Search API, providing structured results while ensuring safe and controlled access.

**OpenAPI MCP Server** is a proxy tool that enables interaction with OpenAPI v3.1-compliant APIs via Claude Desktop. It converts API endpoints into Claude tools, facilitating natural language queries and automatic API calls, including support for file uploads.

**mcp-get** is a command-line tool for installing and managing Model Context Protocol (MCP) servers, enabling seamless integration between LLM applications and external data sources like GitHub, Slack, and PostgreSQL.

**MCP Framework** is a TypeScript-based framework for building Model Context Protocol (MCP) servers. It offers automatic discovery of tools, resources, and prompts, supports multiple transport methods, and ensures type safety, enabling developers to create MCP servers efficiently.

**Notion MCP Server** enables Claude to interact with Notion workspaces, facilitating tasks like creating, retrieving, updating, and deleting blocks, pages, and databases via the Notion API.

**MCP Atlassian** is a Model Context Protocol (MCP) server that integrates with Atlassian products like Confluence and Jira, supporting both Cloud and Server/Data Center deployments. It enables seamless interaction with Confluence spaces and Jira projects, offering tools for content search, issue management, and more.

**QGISMCP** integrates QGIS with Claude AI via the Model Context Protocol, enabling AI-assisted project creation, layer management, code execution, and more in QGIS through two-way communication.

**mcp-server-qdrant** is a Model Context Protocol (MCP) server designed to integrate with Qdrant, a vector search engine. It serves as a semantic memory layer, enabling storage and retrieval of contextual data for LLM applications.

**JetBrains MCP Proxy Server** is a proxy server that facilitates communication between a client and JetBrains IDEs. It enables seamless integration with tools like Claude Desktop, supports custom configurations for multiple IDEs, and offers logging options for debugging. Built for macOS, it requires Node.js and pnpm for development.

**YouTube MCP Server**: A tool that uses `yt-dlp` to download YouTube video subtitles and integrates with claude.ai via the Model Context Protocol, enabling video summarization by querying Claude with the video URL.

**Claude Debugs For You** is a VS Code extension and MCP server that enables interactive code debugging using Claude or other LLMs. It integrates with VS Code’s debugger, supports multiple languages, and allows models to evaluate expressions and step through code.

**MCP Web Research Server** is a tool for enhancing Claude’s capabilities by integrating real-time web research. It supports Google searches, webpage extraction, session tracking, and screenshot capture, enabling deeper, more informed interactions.

**Linear MCP Server** integrates Linear's issue tracking system with the Model Context Protocol (MCP), enabling LLMs to create, update, and search Linear issues via a seamless API connection.

**mcp-proxy** is a versatile tool designed to facilitate communication between stdio-based clients and Server-Sent Events (SSE) servers. It supports two primary modes: converting stdio to SSE for remote server connections and converting SSE to stdio for local server access. This proxy is particularly useful for integrating SSE functionality into applications like Claude Desktop that lack native SSE support. It offers flexible configuration options, supports Docker containers, and can be easily extended or tested.

**langchain-mcp** integrates Model Context Protocol (MCP) tool calling into LangChain, enabling seamless interaction with tools like Groq's `llama-3.1-8b-instant` for tasks such as file summarization.

**mcp-cli** is a command-line tool for inspecting and interacting with Model Context Protocol (MCP) servers. It allows users to run MCP servers, list tools/resources/prompts, and execute actions like calling tools or reading resources.

**ArXiv MCP Server**: A Python-based server enabling AI assistants to search, download, and analyze arXiv research papers programmatically via the Message Control Protocol (MCP). Features include paper search, access, and local storage.

**mcp-gsuite** is an MCP server designed to integrate with Google Workspace, enabling seamless interaction with Gmail and Calendar. It supports multiple accounts, email management, calendar event creation, and OAuth2 authentication, enhancing productivity through AI-assisted workflows.

**LLM Context** is a developer tool designed to seamlessly inject relevant code/text content into Large Language Model (LLM) chat interfaces. It uses `.gitignore` patterns for file selection and supports both CLI workflows and direct LLM integration via the Model Context Protocol (MCP). Ideal for code and text projects, it enhances AI-assisted development by streamlining context sharing with LLMs.

**E2B MCP Server**: A server enabling code interpretation in the Claude Desktop app via the E2B Sandbox, available in JavaScript and Python editions.

**iTerm-mcp** is a Model Context Protocol server that integrates with iTerm, enabling AI models to interact with and control terminal sessions. It provides features like efficient token usage, full terminal control, REPL support, and seamless integration with tools like Claude Desktop, making it ideal for delegating tasks or querying terminal output.

**Grafana MCP Server** is a Model Context Protocol (MCP) server that provides access to Grafana and its ecosystem, enabling dashboard searches, datasource queries, and incident management. It supports tools like Prometheus and Grafana Incident, with configurable functionality for tailored integration.

**MCP Server** is an interactive tool for data exploration, transforming complex datasets into actionable insights using customizable prompts and tools.

**LiteMCP** is a TypeScript framework for building Model Context Protocol (MCP) servers, enabling easy definition of tools, resources, and prompts with full TypeScript support, logging, and error handling.

**Fetch MCP Server** is a versatile tool for fetching and transforming web content into various formats, including HTML, JSON, plain text, and Markdown. It supports custom headers and integrates seamlessly with desktop applications.

**mcp-server-kubernetes**: A server that connects to and manages Kubernetes clusters, enabling operations like pod, service, and deployment management, along with Helm v3 support for chart installations.

**MySQL MCP Server** is a secure Model Context Protocol (MCP) server that enables AI assistants to interact with MySQL databases. It allows listing tables, reading data, and executing SQL queries through a controlled interface, ensuring safe and structured database exploration and analysis.

**docker-mcp** is a Model Context Protocol (MCP) server designed to streamline Docker container and Compose stack management through Claude AI. It enables container creation, Compose deployments, log retrieval, and container monitoring, simplifying Docker operations for developers.

**Notion MCP Integration** is a Python-based server that connects with Notion's API to manage a minimalist todo list via Claude. It supports adding, viewing, and completing tasks, specifically tailored for a simple Notion database structure.

**Java & Spring MCP** provides a Java SDK and Spring Framework integration for the Model Context Protocol, enabling Java applications to interact with AI models and tools via synchronous and asynchronous communication patterns.

**Model Context Protocol Server for Home Assistant**: A bridge enabling natural language interaction with Home Assistant via the MCP protocol, offering device control, automation management, and real-time updates through a secure API.

**MCP Manager for Claude Desktop** is a MacOS app that simplifies the management of Model Context Protocol (MCP) servers, enabling the Claude Desktop app to access private data, APIs, and services for enhanced functionality.

**Neon MCP Server** is a tool that integrates the Model Context Protocol (MCP) with Neon, enabling natural language interactions to manage Postgres databases, projects, and migrations using LLMs like Claude Desktop.

**spotify-mcp** is an MCP server project that integrates Claude with Spotify using the spotipy API. It enables playback control, search, track information retrieval, and queue management for Spotify Premium users.

**mcp-hfspace MCP Server**: Connects Claude Desktop to Hugging Face Spaces for seamless integration of AI models like image generation, vision, text-to-speech, and chat. Minimal setup required.

**MCP K8S Go** is a Golang-based server that connects to Kubernetes, enabling users to interact with K8S resources like contexts, namespaces, pods, and logs via tools and prompts, integrated with Claude Desktop for streamlined management.

**tfmcp** is a command-line tool that enables interaction with Terraform via the Model Context Protocol (MCP), allowing AI assistants to manage and operate Terraform environments efficiently. It integrates deeply with Terraform CLI, supports MCP server capabilities, and ensures high-speed processing powered by Rust. Ideal for automating Terraform operations with AI assistance.

**Neo4j MCP Clients & Servers** enables natural language interaction with Neo4j databases using the Model Context Protocol (MCP). It supports Cypher query generation and knowledge graph memory storage in Neo4j or JSON files.

**Filesystem MCP Server** is a Go-based server implementing the Model Context Protocol (MCP) for filesystem operations. It enables reading/writing files, managing directories, file metadata retrieval, and search functionality, restricted to specified directories for secure access.

**ClickHouse MCP Server** is a tool for executing SQL queries, listing databases, and tables on a ClickHouse cluster securely. It integrates with Claude Desktop for easy configuration and supports both local and cloud ClickHouse instances.

**Base MCP Server** is an onchain toolset for AI applications like Claude Desktop, enabling seamless interaction with the Base Network and Coinbase API for wallet management, fund transfers, smart contract deployment, and more.

**Search1API MCP Server** is a Model Context Protocol server that enables web and news search, content extraction, sitemap retrieval, and advanced reasoning using Search1API. It integrates seamlessly with tools like Claude Desktop, Cursor, and Windsurf.

**Apple Shortcuts MCP Server**: A server enabling AI assistants like Claude to control and automate tasks via Apple Shortcuts on macOS, providing a safe and controlled interface for automation.

**MemoryMesh** is a knowledge graph server tailored for AI models, particularly in text-based RPGs and interactive storytelling. It helps AI maintain consistent, structured memory across conversations, enabling richer, dynamic interactions through schema-based tools, relationship handling, and event tracking.

**Open Data Model Context Protocol (Open Data MCP)** connects LLMs to public datasets, enabling seamless access and distribution of open data via a CLI tool and community-driven publishing framework.

**MCP Connect** is a lightweight tool designed to bridge local Stdio-based MCP servers with cloud-based AI applications. It translates HTTP/HTTPS requests to Stdio communication, enabling secure, flexible, and easy integration of local MCP tools into cloud environments.

The **Todoist MCP Server** integrates Claude with Todoist, enabling natural language task management. Users can create, update, complete, and delete tasks using everyday language, with features like smart search, filtering, and rich task details.

**mcp-server-commands**: A toolset for LLMs like Claude Desktop to execute commands (`run_command`) and scripts (`run_script`) securely, enabling dynamic interaction with the system while ensuring user review and control over executed actions.

**any-chat-completions-mcp** is a TypeScript-based MCP server that integrates Claude with OpenAI SDK-compatible chat APIs like OpenAI, Perplexity, and PyroPrompts, enabling seamless interaction with multiple AI providers.

**Apify Model Context Protocol (MCP) Server** enables AI assistants to interact with Apify Actors, using them as tools for tasks like web scraping, data extraction, and more. It supports HTTP, SSE, and stdio communication.

**mcp-pandoc** is a Model Context Protocol server for seamless document format conversion using Pandoc. It supports basic (e.g., markdown, HTML) and advanced formats (e.g., PDF, DOCX), preserving structure and formatting.

The **RAG Documentation MCP Server** enhances AI assistants by enabling vector-based semantic search and retrieval of documentation, providing real-time context augmentation for more accurate and informed responses.

The **Model Context Protocol (MCP) Server for the RAG Web Browser Actor** enables AI agents and LLMs to perform web searches and extract content via the RAG Web Browser Actor. It supports fast, local integration with tools like Claude Desktop for seamless web interaction and data retrieval.

**Windows CLI MCP Server** is a secure command-line interface server for Windows, enabling controlled access to PowerShell, CMD, Git Bash, and remote systems via SSH. It ensures safe command execution with robust security controls and customizable configurations.

**MCP Alchemy** is a tool that integrates Claude Desktop with various databases, enabling users to explore database structures, write and validate SQL queries, analyze datasets, and generate reports seamlessly. It supports multiple SQLAlchemy-compatible databases and offers advanced features like schema exploration and query execution.

The **Xcode MCP Server** connects Claude AI to Xcode projects, enabling intelligent code assistance, project management, and automated tasks. It operates locally, ensuring secure and efficient development workflows.

**Remote-MCP** is a type-safe, bidirectional solution enabling remote access and centralized management of Model Context Protocol (MCP) servers, bridging the gap until official support arrives in 2025. It simplifies remote MCP communication for immediate needs.

**YouTube Transcript Server** is a Model Context Protocol (MCP) server that retrieves transcripts and subtitles from YouTube videos. It supports multiple languages, handles various video URL formats, and integrates seamlessly with tools like Claude Desktop.

**mcp-server-duckdb** is an implementation of the Model Context Protocol (MCP) for DuckDB, enabling database interactions like querying, table creation, and schema inspection. It supports both read and write operations, with an optional read-only mode for data integrity.

**MCP Server Playwright** is a Model Context Protocol server that enables browser automation using Playwright, allowing LLMs to interact with web pages, capture screenshots, and execute JavaScript in a real browser environment.

**Graphlit MCP Server** enables seamless integration between Model Context Protocol (MCP) clients and the Graphlit Platform, facilitating data ingestion, retrieval, and management from diverse sources like Slack, Google Drive, and web pages.

**Open Strategy Partners (OSP) Marketing Tools for LLMs** is a comprehensive suite of AI-powered tools designed for technical marketing content creation, optimization, and product positioning. It leverages the Model Context Protocol (MCP) to streamline tasks like value mapping, metadata generation, content editing, and SEO optimization, enhancing marketing efficiency and effectiveness.

**MCP Git Ingest** is a Model Context Protocol (MCP) server designed to analyze GitHub repository structures and extract important files. It provides tools for directory tree generation and file content retrieval, enabling efficient repository exploration and technical understanding.

**airtable-mcp-server** is a Model Context Protocol server enabling read/write access to Airtable databases. It allows LLMs to inspect schemas, manage records, and interact with Airtable bases and tables via a structured API.

**MCP Server Gateway** is a protocol translator that enables the Claude Desktop App to communicate with HTTP/SSE-based MCP servers by converting stdio-based requests and responses, bridging the compatibility gap between the two protocols.

**Apple Notes Model Context Protocol Server for Claude Desktop** enables Claude Desktop to access and search your local Apple Notes database, enhancing its ability to retrieve and reference your stored information.

**Foxy Contexts** is a Golang library for building declarative Model Context Protocol (MCP) servers. It enables developers to define tools, resources, and prompts, leveraging dependency injection for efficient and modular server development.

**browser-use mcp server** is a server that enables browser automation via Server-Sent Events (SSE). It integrates with LLMs (e.g., OpenAI) to perform tasks like opening URLs and retrieving results, supporting clients like Cursor.ai and Claude.

**ModelContextProtocol.NET** is a C# SDK for implementing the Model Context Protocol (MCP), enabling standard I/O communication, tool integration, and Native AOT compatibility. It includes a calculator demo and supports server hosting.

**Everything Search MCP Server** is a cross-platform file search tool for Windows, macOS, and Linux. It leverages the Everything SDK on Windows, `mdfind` on macOS, and `locate`/`plocate` on Linux to provide fast, customizable file searches.

**MCP Proxy**: A TypeScript SSE proxy for MCP servers using `stdio` transport, enabling seamless communication between servers and clients via Server-Sent Events (SSE). Supports CORS by default.

**MongoDB MCP Server for LLMs** enables large language models to interact directly with MongoDB databases. It supports querying, schema inspection, document operations, and index management via natural language commands.

**Tinybird MCP Server** is a server enabling interaction with a Tinybird Workspace from any MCP client. It supports querying data sources, fetching API endpoint results, and pushing datafiles, with compatibility for both SSE and STDIO modes. Ideal for integrating Tinybird analytics into MCP workflows.

**MCP MongoDB Server** is a Model Context Protocol server that facilitates interaction with MongoDB databases, allowing LLMs to inspect schemas and execute queries, aggregations, updates, and other MongoDB operations efficiently.

The **OpenAI MCP Server** enables direct querying of OpenAI models through Claude using the MCP protocol, facilitating seamless integration and interaction between the two platforms.

**Playwright-Server MCP Server**: A server integrating Playwright tools for browser automation and a note storage system. It enables navigation, screenshots, clicks, and more, alongside summarizing stored notes.

**mcp-rs-template**: A Rust-based CLI server template for implementing the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources/tools.

**Web Search MCP Server**: A server enabling free web searches via Google results without API keys. Returns structured data (titles, URLs, descriptions) with configurable result limits for MCP integrations.

**Package Version MCP Server** is a tool for checking the latest stable package versions across multiple registries (npm, PyPI, Maven, Go, Swift, AWS Bedrock, Docker Hub). It ensures LLMs recommend up-to-date dependencies when writing code.

**Perplexity MCP Server** is a server implementation for the Perplexity API, enabling chat completions with citations. It integrates with the Claude Desktop client but may face timeout issues during prolonged processing.

**MCP Text Editor Server** is a Model Context Protocol (MCP) server offering efficient, line-based text file editing via a standardized API. It's optimized for LLM tools, enabling token-efficient partial file access and safe concurrent editing with robust conflict resolution.

**Video Editor MCP Server**: A tool for uploading, editing, searching, and generating videos using Video Jungle and a large language model. Requires a Video Jungle API key for integration.

**CLI MCP Server**: A secure server for executing controlled command-line operations using the Model Context Protocol (MCP). Features include command whitelisting, path validation, and robust security measures to ensure safe CLI access for LLM applications.

**MCP-Twikit** is a Model Context Protocol (MCP) server designed for interacting with Twitter. It enables users to search tweets, analyze sentiments, and fetch timeline data programmatically, offering a streamlined way to integrate Twitter interactions into applications.

**codemirror-mcp**: A CodeMirror extension implementing the Model Context Protocol (MCP) for resource mentions (`@resource`) and prompt commands (`/prompt`), featuring autocomplete, visual decorations, and click handling.

The **Quarkus Model Context Protocol (MCP) Server** is a framework for implementing MCP, an open protocol enabling seamless integration between LLM applications and external data sources/tools. It provides declarative and programmatic APIs for developers.

**Quarkus MCP Servers** extends Model Context Protocol (MCP) capabilities for LLM AI applications, offering servers for JDBC, filesystem, JavaFX, and Kubernetes integration. Built with Quarkus in Java, it enhances MCP-enabled AI tools like Claude Desktop.

**LlamaCloud MCP Server**: A TypeScript-based server that connects to a managed index on LlamaCloud, enabling querying and retrieval of information from a knowledge base. Integrates with Claude Desktop for seamless usage.

**kibitz** is a coding assistant designed for professionals, offering features like project-specific configuration, integration with Anthropic API, and customizable system prompts. It supports development workflows and can be built for Kinode environments.

**MyMCP Server**: A Model Context Protocol (MCP) server integrating AI-powered search, tools for GitLab, Jira, Confluence, and more, enhancing development workflows with advanced utilities.

**Website Downloader MCP Server**: A tool for downloading entire websites using `wget`. It preserves site structure, converts links for local use, and supports recursive downloads with customizable depth.

**MCP Shell Server**: A secure server for remote execution of whitelisted shell commands, supporting stdin, timeout control, and comprehensive output for safe and efficient command handling.

**Pinecone Model Context Protocol Server for Claude Desktop** enables reading and writing to a Pinecone index, offering tools for semantic search, document processing, and index statistics. Designed to integrate with Claude Desktop.

**mcp-simple-arxiv**: An MCP server enabling access to arXiv papers via API. It allows LLM clients like Claude Desktop to search, retrieve metadata, and access paper formats (PDF/HTML), adhering to arXiv's rate limits.

The **Data Visualization MCP Server** is a Model Context Protocol (MCP) server that enables LLMs to visualize data using Vega-Lite syntax. It supports saving data tables and generating visualizations in text or PNG format.

**MCP Zotero** is a server that integrates Zotero with Claude, enabling users to interact with their Zotero library through tools like fetching collections, searching, and retrieving item details.

**MCP-searxng** is a server that connects agentic systems to search functionality via the SearXNG search engine, enabling web searches through a simple API.

**mcp-server-home-assistant**: A Model Context Protocol Server integration for Home Assistant, enabling seamless communication between Home Assistant and the Model Context Protocol. Facilitates advanced automation and data exchange.

**MCP Gateway, Server, and Client** enables remote server connectivity for Claude Desktop by bridging stdio to HTTP SSE transport, facilitating seamless communication and resource discovery.

**DBHub**: A universal database gateway implementing the Model Context Protocol (MCP) server interface, enabling MCP-compatible clients to connect to and explore various databases like PostgreSQL, MySQL, SQL Server, and SQLite.

**Elasticsearch MCP Server**: A Model Context Protocol (MCP) server enabling Elasticsearch interaction for document search, index analysis, and cluster management via natural language commands.

**Excel MCP Server** is a Python-based Model Context Protocol (MCP) server that enables Excel file manipulation—such as workbook creation, data handling, formatting, and advanced features like charts and pivot tables—without requiring Microsoft Excel. Built with OpenPyXL, it offers comprehensive tools and error handling for seamless Excel operations.

**Coincap MCP** is a server that enables users to query cryptocurrency data from Coincap's public API without requiring API keys or registration. It integrates with Claude Desktop for seamless access to crypto prices, market caps, and asset lists.

**Unichat MCP Server** is a Python-based tool enabling communication with AI models (OpenAI, MistralAI, Anthropic, etc.) via the MCP protocol. It supports predefined prompts for tasks like code review, documentation, and explanation, requiring vendor API keys.

**mcp-graphql**: A Model Context Protocol server enabling LLMs to interact with GraphQL APIs. It supports schema introspection, query execution, and dynamic API discovery, with optional mutation support for enhanced functionality.

**Postman MCP Server** is a TypeScript-based server that integrates with the Postman API, enabling comprehensive management of collections, environments, and APIs. It’s part of the Model Context Protocol (MCP) initiative, designed to facilitate AI-driven automation and complex operations within Postman.

**MCP OpenAI Server** integrates OpenAI models (e.g., GPT-4, o1) into Claude, enabling seamless chat interactions via a simple message passing interface. Requires Node.js, OpenAI API key, and Claude Desktop app.

**JVM MCP Server**: A Python-based tool for monitoring and analyzing Java processes using Arthas, offering features like JVM thread and memory monitoring, thread stack traces, and AI-driven performance analysis. Supports both local and remote Java process monitoring.

**SearXNG MCP Server** integrates the SearxNG API into the Model Context Protocol (MCP), enabling web search capabilities with features like pagination and result control for enhanced query handling.

**Supabase MCP Server**: A server enabling programmatic access to Supabase Management API, allowing AI models and clients to manage Supabase projects and organizations via a standardized interface.

**OpenRPC MCP Server** is a JSON-RPC server leveraging OpenRPC, enabling users to call and discover JSON-RPC methods. It integrates seamlessly with Claude Desktop and offers tools like `rpc_call` and `rpc_discover` for efficient API interaction and debugging.

**BigQuery MCP Server** is a Model Context Protocol server that enables Large Language Models (LLMs) to interact with BigQuery. It allows inspecting database schemas, listing tables, and executing SQL queries, facilitating seamless data access and analysis.

**tavily-search MCP server** is a project that integrates the Tavily API to perform web searches, returning results in text format with AI responses, URIs, and titles. Designed for use with Claude Desktop, it supports customizable search depth and can be installed via Smithery or Docker for local environments.

**mcp-server-opendal**: A Model Context Protocol server leveraging Apache OpenDAL™ to access and manage multiple storage services (e.g., S3, Azure, Google Cloud) with features like file listing, content reading, and environment-based configuration.

**MCP Simple PubMed** is a server that enables access to PubMed articles via the Entrez API, allowing users to search the database, retrieve abstracts, and download open-access full-text articles in XML format. It is designed for AI integration and requires minimal configuration.

**Maigret MCP Server** is an OSINT tool integration for [maigret](https://github.com/soxoj/maigret), enabling username searches across social networks and URL analysis. It seamlessly connects with MCP-compatible apps like Claude Desktop, offering features like multi-format output, site filtering, and Docker-based execution for consistent performance.

**Bifrost - VSCode Dev Tools MCP Server** is a VS Code extension that exposes VSCode's development tools and language features to AI coding assistants via the Model Context Protocol (MCP), enabling advanced code navigation, analysis, and manipulation.

**DuckDuckGo Search MCP Server** is a server that integrates DuckDuckGo web search and content fetching, optimized for large language models. It features rate limiting, error handling, and LLM-friendly output formatting.

**iMessage Query MCP Server**: A secure server built with FastMCP and imessagedb, enabling LLMs to query and analyze iMessage conversations with phone number validation, attachment handling, and date filtering.

`godoc-mcp` is a Model Context Protocol (MCP) server that provides efficient, token-optimized access to Go documentation, enabling LLMs to understand and navigate Go projects without processing entire source files.

The **Rijksmuseum MCP Server** is a Model Context Protocol server that enables AI models to interact with and explore the Rijksmuseum's art collection using natural language queries. It supports searching, analyzing, and retrieving detailed information about artworks, artists, and user-curated collections.

**kagi-server** is a TypeScript-based MCP server that integrates the Kagi Search API, enabling web searches and planned features like summarization, FastGPT responses, and enriched news results. It’s designed for use with Claude Desktop.

**mcp-difyworkflow-server** is a tool for querying and invoking custom Dify workflows, enabling on-demand execution of multiple workflows via API integration and configuration.

**Kubernetes MCP Server**: A flexible Kubernetes server implementation supporting OpenShift, enabling CRUD operations on Kubernetes resources, pod management, and automated deployment fixes.

**Metoro MCP Server** enables interaction with Kubernetes clusters via the Claude Desktop App using the Model Context Protocol (MCP), integrating LLMs with Metoro’s observability platform for seamless telemetry and insights.

**BigQuery MCP Server** is a secure, efficient server enabling natural language queries to BigQuery via LLMs like Claude, eliminating the need for manual SQL. It supports tables, views, and schema exploration with a 1GB query limit.

**Coinmarket MCP Server** integrates with the Coinmarket API to fetch cryptocurrency data, offering tools for retrieving currency listings and token quotes via custom URI schemes and endpoints. Requires an API key for configuration.

**mcp-langchain-ts-client** is a TypeScript/JavaScript client for integrating Model Context Protocol (MCP) with LangChain.js, enabling seamless use of MCP tools in LangChain workflows.

**Multiverse MCP Server** enables isolated, simultaneous instances of MCP servers with unique namespaces and configurations, ideal for running multiple server types like MySQL, Git, or filesystem servers without conflicts. Features include automatic restarts and JSON-based configs.

**piapi-mcp-server**: A TypeScript-based Model Context Protocol (MCP) server that integrates with PiAPI to enable media content generation (images, videos, songs) via platforms like Midjourney, Flux, and LumaLabs, directly from MCP-compatible apps like Claude.

**Google News MCP Server**: A Model Context Protocol (MCP) server that integrates with SerpAPI to provide Google News search capabilities. It offers flexible search options, global coverage, smart categorization, and robust error handling, supporting multiple languages and regions. Built with TypeScript and Node.js.

The **iOS Simulator MCP Server** is a tool that enables programmatic control over iOS simulators. It implements the Model Context Protocol (MCP) to manage simulator operations such as booting, app installation, and app launching via a standardized interface.

**MCP Simple OpenAI Assistant** is a lightweight server enabling tools like Claude Desktop to create, manage, and interact with OpenAI assistants via the Model Context Protocol. It facilitates message handling and response retrieval.

**mcp-miro MCP Server** is a Model Context Protocol server designed to integrate with the MIRO Whiteboard Application. It enables board manipulation, sticky note creation, bulk operations, and more, facilitating seamless interaction between MIRO and tools like Claude Desktop. Installation is supported via Smithery or mcp-get.

**@f4ww4z/mcp-mysql-server** is a Model Context Protocol server that enables AI models to interact with MySQL databases. It provides standardized tools for querying, executing commands, and managing database connections securely.

**SQLite Explorer MCP Server**: A FastMCP-based server enabling safe, read-only SQLite database exploration and querying for LLMs, featuring query validation, schema inspection, and row limits.

**Bluesky Context Server**: A minimal MCP server enabling MCP clients to query Bluesky instances, easily installable via Smithery or manually for Claude Desktop integration.

**Nostr MCP Server**: A Model Context Protocol (MCP) server enabling AI models to interact with Nostr, facilitating censorship-resistant posting and communication.

**MCP Server for Chronulus** enables interaction with Chronulus AI's forecasting and prediction agents via the Claude desktop client, facilitating advanced AI-driven insights and analysis.

The **Alpha Vantage MCP Server** is a Model Context Protocol (MCP) server that provides real-time access to financial market data via the Alpha Vantage API. It offers tools for retrieving stock quotes, company info, crypto exchange rates, historical options, and time series data, ideal for financial analysis and integration with applications like Claude Desktop.

**MCP Database Utilities** is a secure, read-only bridge that enables AI systems to connect with and analyze data from various databases (SQLite, MySQL, PostgreSQL) without direct access, ensuring data privacy and protection.

**Snowflake MCP Server** is a Model Context Protocol server that facilitates database interactions with Snowflake. It enables SQL query execution, schema management, and dynamic data insights aggregation, providing tools for querying, table creation, and insight discovery.

**MCP Server for Asana** is a Model Context Protocol (MCP) server that integrates with Asana's API, enabling seamless interaction with Asana tasks, projects, and workspaces via AI tools like Claude Desktop. It facilitates advanced task management and automation.

The **Amazon Bedrock MCP Server** integrates with Amazon Bedrock's Nova Canvas model to enable high-quality AI image generation from text descriptions. It offers advanced features like negative prompts, seed control, and flexible configuration for image dimensions and quality.

**MCP-wolfram-alpha** is a server that integrates with the Wolfram Alpha API, enabling users to query and retrieve answers from Wolfram Alpha using a configured API key.

**Bear MCP Server** is a Model Context Protocol server that enables access to Bear Notes via SQLite. It allows users to read, search, and list notes and tags, integrating with Bear’s database.

**ORKL MCP Server** is a Model Context Protocol (MCP) server designed to query the ORKL API for threat intelligence. It enables fetching and analyzing threat reports, actors, and sources, integrating seamlessly with MCP-compatible applications.

**Hacker News MCP Server** is a Model Context Protocol (MCP) server that fetches and structures Hacker News stories, providing data for top, new, ask, show, and job posts with configurable limits and clean error handling.

The **NS Travel Information MCP Server** enhances AI assistants by providing real-time Dutch railway (NS) data, including train schedules, delays, pricing, and station details. It’s designed to help users navigate the Netherlands’ train system efficiently.

**duckduckgo-search MCP Server**: A TypeScript-based server enabling DuckDuckGo web searches via a Model Context Protocol (MCP). Features include search API integration, rate limiting, and error handling for efficient query processing.

**Bitcoin MCP Server** is a Model Context Protocol (MCP) server that enables AI models to interact with the Bitcoin blockchain. It provides features like key generation, address validation, transaction decoding, and blockchain queries, integrating seamlessly with AI frameworks like Claude and Goose.

The **App Store Connect MCP Server** is a Model Context Protocol (MCP) server designed to interact with the App Store Connect API. It facilitates app, beta testing, bundle ID, device, and user management, streamlining workflows for developers and teams.

**Nile MCP Server**: A Model Context Protocol (MCP) implementation for the Nile database platform, enabling LLM applications to manage databases, execute SQL queries, and handle credentials via a standardized interface. Written in TypeScript with robust error handling and comprehensive test coverage.

**Shodan MCP Server** is a Model Context Protocol server that provides structured access to Shodan's network intelligence and security services, including IP reconnaissance, DNS lookups, vulnerability tracking, and device discovery.

**investor-agent** is a Model Context Protocol (MCP) server that provides advanced financial analysis and insights for Large Language Models, leveraging real-time market data, news, and analytics to deliver detailed reports, options data, historical trends, and financial statements.

**Google Tasks MCP Server** is an integration tool for managing Google Tasks. It enables listing, searching, creating, updating, and deleting tasks programmatically, offering seamless task management automation.

**MCP Server for ZenML** is a lightweight server implementing the Model Context Protocol (MCP) to standardize interactions with the ZenML API, enabling seamless access to ML pipeline data and tools for AI applications.

**MCPControl** is a cross-platform control server for the Model Context Protocol (MCP), enabling programmatic control over system operations like mouse, keyboard, window management, and screen capture. Built on **nut.js**, it supports Windows, Linux, and macOS, though still in pre-release. Use with caution due to experimental nature and potential risks.

**XiYan MCP Server** is a Model Context Protocol server that enables natural language queries to databases, leveraging the state-of-the-art XiYan-SQL model for text-to-SQL conversion. It supports MySQL databases and provides intuitive data retrieval through natural language interfaces.

**Project Name:** Model Context Protocol and Fireproof Demo: JSON Document Server **Core Purpose:** A demo server showcasing CRUD operations on a JSON document store using Fireproof database within the Model Context Protocol for integration with AI systems like Claude Desktop.

**Make MCP Server** is a tool that integrates Make automation workflows with AI assistants, enabling AI systems to trigger, interact with, and receive structured outputs from your Make scenarios.

**Ancestry MCP Server** is a Python-based server that implements the Model Context Protocol (MCP) to interact with `.ged` files (GEDCOM files). It enables reading, parsing, renaming, and searching within these files, commonly used for genealogy data.

**VirusTotal MCP Server**: A Model Context Protocol (MCP) server for querying the VirusTotal API, offering comprehensive security analysis tools for URLs, files, IPs, and domains. Integrates seamlessly with MCP-compatible apps like Claude Desktop.

**Keycloak MCP Server** is a Model Context Protocol server designed to simplify Keycloak administration. It provides tools to manage users and realms, including creating, deleting, and listing users, as well as listing available realms. Easily installable via NPM or Smithery, it integrates seamlessly with Claude Desktop for efficient Keycloak management.

**OmniParser-AutoGUI-MCP** is an MCP server that leverages OmniParser to analyze and automate GUI operations on Windows, enabling tasks like screen parsing and automated interactions.

**MCP-timeserver** is a lightweight MCP server designed to provide datetime information to agentic systems and chat REPLs, supporting timezone-specific queries and local time retrieval.

**Mac Messages MCP** is a Python tool that enables interaction with the macOS Messages app via the Multiple Context Protocol (MCP). It allows users to read, filter, and send iMessages programmatically, providing API access for integration into custom workflows.

**Opik MCP Server** is an open-source implementation of the Model Context Protocol for the Opik platform, offering a unified interface to integrate Opik's capabilities into IDEs and manage prompts, projects, traces, and metrics efficiently. It supports multiple transport mechanisms for flexible integration.

**Contentful MCP Server** is a tool that integrates with Contentful's Content Management API, offering comprehensive content management features such as CRUD operations, space and environment management, content types, localization, and bulk operations. It supports pagination for efficient data handling and is designed for use with tools like Claude Desktop.

**MCP Server & Client for Azure OpenAI**: A minimal implementation using the Model Context Protocol (MCP) to enable secure interactions between AI applications and Azure OpenAI. Features FastMCP server, Playwright for web testing, and MCP-LLM Bridge for OpenAI function calling compatibility.

**ws-mcp**: A tool that wraps MCP stdio servers with WebSocket functionality, designed for seamless integration with `kibitz`. It supports customizable configurations for running multiple servers concurrently.

**CMD MCP Server** is a cross-platform server enabling command-line execution via the Model Context Protocol (MCP). It supports CMD commands on Windows and Linux, SSH connections, and seamless integration with MCP-compatible applications. Built on the MCP SDK and written in TypeScript, it’s ideal for automating command-line operations in a secure, scalable manner.

**Jira Communication Server (MCP Server)** is a TypeScript-based server that facilitates interaction with Jira. It enables executing JQL queries, managing Jira tickets (create, edit, delete), listing projects, and retrieving statuses, streamlining Jira workflows.

**NYTimes Article Search MCP Server**: A TypeScript-based server for searching New York Times articles from the last 30 days using keywords, integrating with the NYTimes API to fetch article details like title, URL, and author.

**MongoDB Lens** is a local server that facilitates natural language interaction with MongoDB databases using LLMs. It enables queries, aggregations, performance optimization, and schema analysis through intuitive commands.

**Firebase MCP Server** enables LLM clients to interact with Firebase services (Authentication, Firestore, Storage) via the Model Context Protocol, simplifying access to external data and tools.

**Rember MCP** is a tool that integrates with Claude to create flashcards using the Model Context Protocol (MCP). It helps users study and retain information by generating flashcards from chats or PDFs via spaced repetition on Rember.

**MCP Simple Timeserver** is a lightweight server that provides Claude with current local and UTC time information, enabling it to track time and calculate durations since previous interactions.

**tasty-agent**: A Model Context Protocol server for TastyTrade, enabling Large Language Models to manage portfolios, analyze positions, and execute trades programmatically.

**mcp-wecombot-server** is a server application designed to send various types of messages (text, markdown, images, news, etc.) to WeCom group robots, facilitating seamless communication within WeCom groups.

**Security Audit Tool**: A robust MCP server for real-time security vulnerability scanning of npm package dependencies, featuring detailed reports, severity levels, and automatic fix recommendations.

**MCP Content Summarizer Server** is an AI-powered tool that generates concise summaries from various content types (text, web pages, PDFs, EPUBs, HTML) using Google's Gemini 1.5 Pro model. It supports multiple languages, customizable lengths, and context preservation for efficient information extraction.

**DNStwist MCP Server** is a Model Context Protocol (MCP) server for dnstwist, a DNS fuzzing tool. It analyzes domain permutations to detect typosquatting, phishing, and malicious domains, integrating with MCP-compatible apps like Claude Desktop.

**Trino MCP Server** is a Python-based server that bridges AI models, data, and tools using the Model-Control-Protocol (MCP). It enables listing and querying Trino tables, executing SQL queries, and integrating with Trino's distributed SQL engine for big data analytics.

**xcodebuild MCP Server**: A tool for building and testing iOS Xcode projects directly from Visual Studio Code, enhancing workflow integration with extensions like Cline or Roo Code. Supports `uv` or `pip` installation.

**mcp-kibela** is a Model Context Protocol (MCP) server that enables AI assistants like Claude to securely search, reference, and manage content stored in Kibela. It supports note creation, updates, and retrieval.

**Airbnb MCP Server** is a tool for searching Airbnb listings and retrieving detailed information. It offers features like location-based searches, detailed listing data, and JSON output, all without requiring an API key. Ideal for trip planning and integration into applications.

**VRChat MCP (Model Context Protocol)** is a server that provides structured access to VRChat’s API, enabling functionalities like user authentication, avatar and world data retrieval, and friend information management through a standardized protocol.

**Oura MCP Server** is a Python-based server that integrates with the Oura API, enabling language models to query sleep, readiness, and resilience data through the Model Context Protocol (MCP).

**Vectorize MCP Server** integrates with Vectorize to enable advanced vector retrieval, text extraction, and deep research capabilities via the Model Context Protocol (MCP).

**MCP-Geo** is a geocoding server built with GeoPY, designed to provide geocoding and reverse geocoding tools for Large Language Models (LLMs). It supports features like location lookup, distance calculation, and batch processing, with rate limiting and error handling for reliability.

**Replicate Flux MCP** is an MCP-compatible server that enables AI assistants to generate high-quality images and vector graphics using the Flux Schnell and Recraft V3 SVG models via the Replicate API. It supports batch processing, prompt variants, and seamless integration with AI tools.

**Phabricator MCP Server**: A server enabling Language Models (LLMs) to interact with Phabricator via a standardized interface, offering task management, project info, and user details.

**Hacker News MCP Server**: A Model Context Protocol (MCP) server designed to fetch and manage Hacker News data. It supports retrieving top stories, story details, user info, and story searches, enabling seamless integration for querying and summarizing Hacker News content.

**Raindrop.io MCP Server** enables LLMs to interact with Raindrop.io bookmarks via the Model Context Protocol (MCP), supporting bookmark creation, search, and tag filtering.

The **EVM MCP Server** is a unified interface enabling AI agents to interact with 30+ EVM-compatible blockchains, including Ethereum, Polygon, and Optimism. It supports token transfers, smart contract interactions, ENS resolution, and blockchain data access through a consistent API.

The **Azure Data Explorer MCP Server** enables AI assistants to interact with Azure Data Explorer clusters via the Model Context Protocol (MCP). It supports KQL queries, database exploration, and authentication, facilitating seamless data access and analysis.

The **Fantasy Premier League MCP Server** is a Python-based tool that provides access to Fantasy Premier League (FPL) data via a Model Context Protocol (MCP) server. It enables users to retrieve player stats, team info, gameweek data, and perform player comparisons, integrating seamlessly with MCP-compatible clients like Claude Desktop.

The **Bankless Onchain MCP Server** is a framework enabling structured interaction with blockchain data via the Bankless API. It supports contract, event, and transaction operations, facilitating AI models' access to on-chain information.

**Raygun MCP Server** is a server for Raygun's API V3, enabling interaction with Crash Reporting and Real User Monitoring applications. It offers tools for error, deployment, user, performance, source map, and team management.

**TikTok MCP** integrates TikTok functionality into apps like Claude AI via TikNeuron, enabling video analysis, content extraction, and interactive chat with TikTok videos.

**mcp-datetime**: A datetime formatting service for the Claude Desktop Application, providing customizable datetime strings in various formats, including Japanese and ISO, with precise timezone handling.

**IP Geolocation MCP Server** is a Model Context Protocol server that leverages the ipinfo.io API to retrieve and provide detailed geolocation and network information for any IP address. It’s designed for user location approximation and network analysis.

**ClickHouse MCP Server** is a tool for executing SQL queries and managing databases on ClickHouse clusters. It provides features like query execution, database and table listing, and secure, configurable connections.

**Dune Analytics MCP Server**: A bridge between Dune Analytics and AI agents, offering tools to fetch and execute Dune queries, returning results in CSV format for easy integration.

**Inoyu Apache Unomi MCP Server** is an early implementation that enables Claude to maintain user context by managing profiles via Apache Unomi. It supports profile creation, property management, and session handling for consistent user recognition and context management. Designed for experimentation and learning.

**greptimedb-mcp-server**: A secure Model Context Protocol (MCP) server for GreptimeDB, enabling AI assistants to explore databases, execute SQL queries, and access data responsibly through a controlled interface.

**Confluence Communication Server MCP Server**: A TypeScript-based server enabling interaction with Confluence, featuring tools for executing CQL searches and retrieving page content, designed to demonstrate MCP concepts.

**mcp-server-tidb**: A server implementation for TiDB, enabling seamless integration with the Model Context Protocol (MCP) for serverless database operations.

The **attio-mcp-server** is a Model Context Protocol (MCP) server designed for Attio, an AI-native CRM. It enables MCP clients (e.g., Claude) to connect to the Attio API, facilitating actions like reading company records and notes, with support for writing company notes planned. The server requires an Attio API key for authentication and is built using Node.js.

**Strava MCP Server** is a Model Context Protocol (MCP) server that connects to the Strava API, enabling language models to query and retrieve detailed athlete activity data, such as recent workouts, distance, speed, and elevation.

**Clojars MCP Server** is a tool designed to fetch and verify dependency information from Clojars, the Clojure artifact repository. It integrates seamlessly with Claude via the Model Context Protocol (MCP), enabling users to retrieve the latest version of dependencies or check if specific versions exist.

**Mac Apps Launcher MCP Server** is a tool for managing and launching macOS applications via a Model Context Protocol (MCP) server. It lists apps, launches them by name, and opens files with specific applications.

**VikingDB MCP Server** is a high-performance vector database interface developed by ByteDance, designed for storing and retrieving information efficiently. It supports operations like data upserting, searching, and index management, making it ideal for scalable data-driven applications.

**Box MCP Server** is a Node.js-based server that integrates with Box, enabling file search and reading capabilities (PDF, Word). It supports JWT and developer token authorization for secure API access.

**cryptopanic-mcp-server**: A server delivering real-time cryptocurrency news to AI agents via CryptoPanic API, supporting news, analysis, and videos with customizable fetch options.

**Whale Tracker MCP Server** is a Python-based tool that integrates with the Whale Alert API to track and analyze large cryptocurrency transactions ("whales") in real-time, enabling seamless monitoring within LLM-powered workflows.

**Gitingest-MCP** is an MCP server designed for **gitingest**, enabling MCP clients like Claude Desktop and Cursor to efficiently extract GitHub repository details, including summaries, directory structures, and file content.

**mcp-server-apache-airflow**: A Model Context Protocol (MCP) server implementation for Apache Airflow, enabling standardized interaction with Airflow via MCP clients. It wraps Airflow's REST API for seamless integration and management of DAGs, tasks, and more.

**ZBD MCP Server** integrates Bitcoin Lightning Network payments into LLMs using the ZBD API, enabling seamless transactions and financial operations through modular, executable tools built with TypeScript.

**ServeMyAPI**: A macOS-specific MCP server for securely storing and accessing API keys across projects using the macOS Keychain, enhancing security and integration with AI tools like Claude.

**mcp-server-sql-analyzer**: A Model Context Protocol (MCP) server for SQL analysis, linting, and dialect conversion using SQLGlot. It validates syntax, converts between SQL dialects, and extracts table/column references for query optimization and migration.

**Netskope NPA MCP Server** is a Model Context Protocol (MCP) server designed to manage Netskope Network Private Access (NPA) infrastructure using Large Language Models (LLMs). It facilitates configuration and monitoring of NPA components like publishers, private apps, and policies. Note: Not yet production-ready.

**MCP Tavily** is a Model Context Protocol (MCP) server implementation for the Tavily API, offering advanced search, context-aware queries, Q&A search, and content extraction from URLs, all with rich configuration options.

**Airtable MCP** is an integration tool that connects AI-powered applications to Airtable via the Model Context Protocol (MCP). It enables natural language queries and operations like record management, schema manipulation, and data migration, compatible with MCP clients like Cursor and Claude.

**MCP Backup Server** is a specialized tool for creating instant, context-aware backups during critical code edits, particularly for AI agents and code editors like Cursor and Windsurf. It focuses on safety and simplicity, offering targeted backups, version history, and restoration capabilities without the complexity of Git. Ideal for risky edits or emergency save points.

**MCP Server for Iaptic**: A Model Context Protocol server enabling AI tools like Claude to interact with Iaptic API data, facilitating queries on customers, purchases, transactions, and statistics. Supports seamless integration with Claude Desktop.

The **Crypto Fear & Greed Index MCP Server** provides real-time and historical data on the Crypto Fear & Greed Index, enabling trend analysis and integration with MCP-compatible clients like Claude Desktop. Powered by Alternative.me.

**NearbySearch MCP Server**: A Python-based server for IP-based location detection and Google Places integration, enabling searches for nearby places with customizable radius and filters.

**WhatTimeIsIt MCP Server** is a lightweight server that retrieves and returns the current time in ISO 8601 format based on the user's IP, powered by World Time API.

**WhereAmI MCP Server** is a lightweight Python-based server that uses your IP address to provide detailed geolocation data such as city, country, and timezone, powered by ipapi.co. Ideal for quick location queries or comprehensive reports.

**WhoAmI MCP Server**: A lightweight server that retrieves and returns the system username, designed for fast, synchronous execution and local LLM integration.