AI & ML

Travel planning and itinerary management server integrating with Google Maps API for location search, place details, and route calculations.

The Box MCP Server enables AI-powered interactions with Box storage, allowing for advanced document search, text extraction, content analysis, and full file/folder management through Box's API.

A comprehensive MCP server providing real-time and historical financial data from the Financial Modeling Prep API, covering 250+ tools across stocks, financial statements, economics, and alternative data like insider trading and ESG scores.

A comprehensive geospatial analysis MCP server that provides 90+ tools for coordinate transformation, geometry operations, raster/vector processing, spatial statistics, and map visualization using industry-standard libraries like Shapely, GeoPandas, and PySAL.

A blockchain data extraction and analysis server that interfaces with Cryo and DuckDB to provide efficient SQL querying of Ethereum on-chain datasets.

An MCP Server implementation that integrates the Brave Search API, providing, Web Search, Local Points of Interest Search, Image Search, Video Search and News Search capabilities

A secure Model Context Protocol server that allows LLMs to execute code and scripts across multiple programming languages and network tools within isolated Docker containers.

MCPcat is an analytics and monitoring SDK for MCP servers that tracks user behavior, session replays, and tool usage patterns while providing seamless telemetry integration with platforms like Datadog and Sentry.

A unified AI Content Management System (AI-CMS) and MCP proxy that transforms ephemeral AI interactions into persistent, versioned, and searchable organizational memory.

Manage the lifecycle of your Alibaba Cloud resources with CloudOps Orchestration Service and Alibaba Cloud OpenAPI.

MCP server that enables AI agents to perform search and analytics use cases on data stored in OpenSearch.

A remote access bridge for IDA Pro that enables LLMs to perform binary analysis, decompile code, manage memory, and control the debugger through a multi-instance coordinator architecture.

A Python-based MCP framework that provides a modular environment for orchestrating agents with support for real-time weather data fetching and a RAG-enabled vector knowledge base.

AgentUp is an enterprise-grade, configuration-driven AI agent framework that provides portable, secure, and scalable agent infrastructure with built-in Model Context Protocol (MCP) support.

Enable AI assistants to search, access, and analyze PubMed articles through a simple MCP interface.

An MCP server providing OpenCV computer vision capabilities. This allows AI assistants and language models to access powerful computer vision tools.

A robust MCP server that provides a secure bridge for AI to interact with multiple database types (SQLite, MySQL, PostgreSQL) through read-only tools for schema analysis, querying, and performance monitoring.

An MCP server that integrates the Perplexity API into AI clients, enabling real-time search-based chat completions with verifiable citations.

Enhances any agent's reasoning capabilities by integrating the think-tools, as described in Anthropic's article.

A comprehensive MCP server that integrates Google's Gemini 3 capabilities into Claude, offering over 30 tools for image/video generation, deep research, code execution, and advanced document analysis.

A comprehensive MCP server built with Google Apps Script that provides 160+ tools to automate and interact with the entire Google Workspace ecosystem, including Gmail, Drive, Sheets, Docs, Calendar, and Classroom.

A self-hosted low-code platform and MCP server that allows developers to create, test, and expose JavaScript-based AI tools in real-time while integrating with RAG and external MCP services.

A PubMed integration for MCP that enables searching and fetching from over 35 million biomedical citations and life science journals. It provides a bridge to the MEDLINE database via the pubmedclient library.

Single-File AI Chatbot UI with Multimodal & MCP Support: An All-in-One HTML File for a Streamlined Chatbot Conversational Interface

MCP (Model Context Protocol) Server. Connects AI systems to molecular visualization software like PyMol and ChimeraX, enabling direct command execution and image capture of molecular structures for scientific workflows.

A comprehensive MCP server for Rust development that enables AI agents to explore crate documentation, analyze source code, trace dependencies, and visualize module structures. It facilitates deep understanding of Rust projects through local caching and detailed item inspection from crates.io, GitHub, or local paths.

A versatile Vue.js and Electron-based application that integrates Model Context Protocol (MCP) with OpenAI and Anthropic models to provide browser automation, weather, and news tools.

Deliver real-time investment research with extensive private and public market data.

A comprehensive MCP server providing Google Cloud Vertex AI Gemini capabilities including web-grounded research, technical documentation analysis, filesystem operations, and deep code architecture assistance.

A robust memory system integration for AI agents that enables persistent long-term memory across sessions using Mem0, supporting cloud, Supabase, and local storage options.