AI & ML

A Model Context Protocol server providing programmatic access to the Harvard Art Museums' collection of over 224,000 artworks, artists, and exhibition records.

A robust MCP server that integrates with Google Calendar to manage events through single and batch operations, featuring enterprise-grade retry mechanisms and OAuth2 authentication.

A comprehensive MCP server for interacting with the XRP Ledger (XRPL), enabling wallet management, token issuance, NFT operations, and decentralized exchange (DEX) trading directly through AI interfaces.

A powerful search and research MCP server that integrates Exa AI to provide real-time web searching, deep company research, LinkedIn discovery, and autonomous multi-step research workflows.

Wheelchair accessibility scores for 70,000+ US restaurants. Search, filter, and submit feedback.

A memory service that intercepts Claude conversations via an MITM proxy and stores them in Mem0, enabling persistent context, preference learning, and long-term recall across AI sessions.

A complete CRUD todo list management server that bridges FastAPI endpoints with MCP tools, featuring real-time statistics and emoji-formatted responses for AI interaction.

An MCP server that provides access to Sveriges Radio's P3 channel music playlists, allowing AI assistants to retrieve real-time data and search historical records from the last 90 days.

A Qt-based graphical interface for MCP tools that streamlines human-in-the-loop workflows through interactive feedback, command execution, and structured RIPER-5 protocol support.

A community-built MCP server that integrates with the Questrade API to allow Claude to access trading accounts, view real-time market data, and perform portfolio analysis.

An MCP server that enables LLMs to reverse-engineer minified JavaScript by unbundling code into searchable modules and providing specialized tools for structural analysis and symbol extraction.

A specialized MCP server for interacting with the Wisembly API, allowing users to search and retrieve detailed event metrics, participant information, and organizational data.

A sophisticated MCP server for Microsoft Dataverse that enables FetchXML queries, bulk contact creation, and automated Chart.js report generation with real-time progress tracking.

A specialized MCP server that provides powerful web search capabilities via the Tavily API, delivering high-relevance search results with content snippets and scores. It supports multiple transport types including SSE and HTTP streams for flexible integration.

A comprehensive security and management server that analyzes code for risks, validates dependency changes, and provides AI-powered snapshot versioning for safe code refactoring.

A remote MCP server that enables LLM assistants to manage Document Authoring (DA) repositories through tools for file manipulation, version tracking, configuration management, and reference lookups.

A persistent context management server that uses SQLite and vector search to store and retrieve project decisions, architectural patterns, and TODOs across AI coding sessions.

A base MCP server implementation using FastMCP that provides examples for greeting users and fetching live weather data from OpenWeatherMap via the Gemini CLI.

VantaGate MCP Server & OpenAPI integration - Human-in-the-Loop for AI Agents

A comprehensive MCP server providing 85 tools to manage Oracle Cloud Infrastructure (OCI) resources including Compute, Databases, K8s (OKE), Networking, Storage, IAM, and Cost Management with dynamic profile switching support.

A comprehensive MCP server suite that integrates Oracle 23AI Vector Search, OCI Select AI (Text-to-SQL), and OCI Usage APIs with AI agents and assistants. It enables secure, enterprise-grade semantic search and database analytics using JWT authentication and OCI IAM.

An Airflow ETL Pipeline Generator that integrates with databases, S3, SMB, Kafka, and GitLab to automate the creation of Spark-based data pipelines. It facilitates data source validation, schema extraction, and DAG generation through a conversational interface.

MCP server that gives AI assistants full access to the Asana API — 80 tools, 18 prompt templates, and browsable resources

MCP server for Dolphin semantic code search - works with Continue.dev, Claude Desktop, and other MCP clients

A comprehensive MCP server providing tools to manage JotForm resources including forms, questions, submissions, and folders. It features advanced search capabilities for submissions with support for date ranges and custom accounting periods.

The Arcjet MCP server provides tools for developers to integrate security features like bot detection and rate limiting while allowing AI agents to retrieve information about teams and sites.

A tool-rich MCP server that provides deep access to Airbnb listing data, enabling complex property research, comparative price analysis across date ranges, and comprehensive trip budgeting.

A robust MCP server providing programmatic access to New York Times APIs, featuring article search, real-time news wires, archive access, and bestseller list tracking.

A RAG-based MCP server that provides semantic search and document management for markdown files using PostgreSQL, pgvector, and Google Gemini or Ollama embeddings.

Adaptive error memory and code intelligence system with Hebbian synapse network, hybrid search, and REST API