AI & ML

A specialized MCP server for local file analysis, offering tools for text metrics, file reading, and directory browsing to help LLMs process local data securely.

A comprehensive MCP server providing 31 tools for Google Sheets management, data manipulation, and structured table-level operations with support for Service Account and OAuth 2.0 authentication.

A Python-based MCP server for managing Paytm payment services, including creating payment links and retrieving transaction details.

A specialized MCP server for Microsoft Dynamics 365 Finance & Operations that facilitates full lifecycle management of X++ objects including creation, modification, and dependency-safe deletion.

A financial analysis tool for South Korean listed companies that integrates the DART (OpenAPI) system into Claude for detailed financial metrics and company comparisons.

Integrated with the EduChain library, this server provides tools for generating educational content like MCQs, lesson plans, and flashcards using Gemini LLMs via LangChain.

The DiSH MCP Server enables AI assistants to interact with the DiSH room booking platform to search availability, create, cancel, and reschedule meeting room reservations.

Enables AI assistants to search documentation, read and update configuration files, and discover settings across your development workspace. Supports JSON, YAML, TOML, and Markdown files with seamless integration for GitHub Copilot and other MCP clients.

A TypeScript starter template for building Model Context Protocol (MCP) servers with built-in support for tools, testing, and CI/CD pipelines. It provides a complete development environment for creating custom AI assistant integrations for tools like Claude, Copilot, and Cursor.

MCP server for KallyAI API - AI phone assistant integration. Make restaurant reservations, schedule appointments, and handle phone calls through Claude AI.

A specialized MCP server providing access to the API Ninjas Country API for querying global demographic, economic, and geographic data with advanced filtering capabilities.

A streamlined MCP server providing essential AI-powered development tools for interactive chat and systematic root cause analysis across multiple AI providers.

Integrates GroundX API into MCP-compatible clients to enable advanced semantic search and document management across local files, websites, and Google Drive.

Enables AI tools like Claude to interact with a remote machine's file system and shell via a secure HTTPS endpoint. It provides standardized tools for executing shell commands, reading and writing files, and navigating directories.

A comprehensive MCP server for managing Docker, Kubernetes, and Azure Application Insights, featuring advanced log filtering and container lifecycle management.

Allows users to search for academic conferences and events from WikiCFP by keywords, providing details such as event name, description, dates, location, and submission deadlines.

Integrates Google Gemini's multimodal capabilities into Claude Code, enabling advanced text generation, vision analysis, creative brainstorming, and AI image creation.

A Model Context Protocol server that retrieves YouTube video transcripts, subtitles, and metadata while supporting video downloads for local processing and analysis.

Egnyte MCP server enables AI agents to securely search, retrieve, and analyze content stored in any Egnyte domain. It wraps Egnyte’s public APIs and enforces native permissions, compliance rules, and audit logging.

A Model Context Protocol server that provides real-time weather information and 5-day forecasts to AI assistants, supporting multiple languages and flexible units.

The QuantPlay MCP Server provides access to the QuantPlay trading API, allowing users to manage broker accounts and monitor real-time positions and holdings through AI assistants.

Integrates the Brave Search API into MCP, providing powerful web and local search capabilities with pagination, freshness controls, and smart fallbacks.

A Google Sheets connector for AI agents that provides comprehensive spreadsheet management including CRUD operations for sheets, rows, columns, and individual cells.

A token-efficient document retrieval server that uses section-aware parsing and Bloom filter elimination to provide high-speed, structure-aware search within LLM context budgets.

An MCP server that provides AI-powered browser automation using Playwright, enabling tools for navigation, interaction, and data extraction across Chromium, Firefox, and WebKit.

A boilerplate template for deploying remote Model Context Protocol servers on Cloudflare Workers using Server-Sent Events (SSE) without authentication. It provides the infrastructure to build and host custom tools that can be accessed by clients like Claude Desktop or the Cloudflare AI Playground.

A Python MCP server that retrieves requirements and bug data from TAPD platform to provide AI clients with project management information.

Provides specialized tools for electromagnetics and magnetic circuit analysis, including field calculations, material property lookups, and unit conversions. It enables AI agents to perform precise physics computations and reason through complex engineering problems using real-world equations.

A Model Context Protocol server that enables LLMs to interact with Git repositories, providing tools to read, search, and manipulate Git repositories through commands like status, diff, commit, and branch management.

A standardized Model Context Protocol server for SinoPac Securities' Shioaji API, providing secure access to market snapshots, contract searching, historical K-lines, and order management.