AI & ML

Enables AI assistants to perform web searches, research paper searches, and Twitter searches using the Exa AI Search API with real-time crawling and structured results.

An MCP server that provides a persistent memory layer for AI agents by wrapping the memvid CLI. It enables users to manage memory files, perform hybrid searches, and conduct RAG-based question answering through 40 specialized tools.

Enables AI assistants to look up word definitions, pronunciations, and example sentences from the Cambridge Dictionary through natural language queries.

A comprehensive MCP server for accessing SEC EDGAR filings, enabling real-time search, financial statement retrieval, and advanced dimensional XBRL analysis for business intelligence.

MCP (Model Context Protocol) Server. Integrates with Shortcut's ticket management system to enable listing, searching, creating and updating stories, managing comments, and retrieving workflow states and projects

Ybe Check – security and compliance orchestrator for AI-generated repositories.

Enables querying Langfuse analytics, cost metrics, and usage data across multiple projects. Provides tools for trace analysis, model/service cost breakdowns, and daily usage trends through natural language queries.

Provides screen capture, OCR text extraction, and visual language model scene understanding capabilities with continuous monitoring and automatic memory storage integration.

Enables Twitter automation including posting tweets, replying to tweets, and searching for tweets with structured results using browser automation through Browserbase and Stagehand.

Enables AI assistants to interact with the Multilead platform for lead management, email campaigns, conversations, webhooks, and analytics through 74 API endpoints.

A containerized server that provides weather tools for AI assistants, allowing them to access US weather alerts and forecasts through the National Weather Service API.

Enables secure local filesystem operations and interactive terminal sessions for AI assistants. Provides 12 tools for file management, directory operations, code searching, and running interactive REPLs with security protections.

Connects Claude AI to Blender through the Model Context Protocol, enabling AI-assisted 3D modeling, scene creation, object manipulation, and material control. Supports downloading assets from Poly Haven and generating 3D models through Hyper3D Rodin.

Aggregates and searches used car listings from multiple sources (Cars.com, Autotrader, KBB) with price, mileage, dealer info, and optional CarFax-style filters (1-owner, no accidents, personal use).

Enables LLMs to control cloud browsers for web automation, data extraction, screenshots, and form interactions using Browserbase and Stagehand with support for multiple AI models and parallel browser sessions.

A hierarchical XML-based narrative planning server that enables AI-guided fiction writing from book-level planning down to atomic paragraphs. It provides a structured format and tools for step-by-step story expansion while maintaining human guidance.

Performs automated web accessibility audits following WCAG standards using axe-core and Puppeteer, generating detailed reports in Spanish with recommended solutions and code examples.

Generates professional Draw.io compatible diagrams (flowcharts, sequence diagrams, network diagrams, and custom diagrams) from natural language prompts, outputting XML files that can be opened directly in Draw.io.

Provides Java development capabilities through Eclipse JDT.LS, enabling symbol navigation, code diagnostics, workspace searching, and Javadoc access across Java projects.

A lightweight AI agent that fetches real-time weather alerts for any U.S. state using the National Weather Service API.

Enables web search capabilities through the Tavily API, allowing users to perform web searches and retrieve information from the internet. Includes additional Polygon API integration for enhanced functionality.

Enables intelligent semantic conversation routing that automatically branches, maintains, and routes between conversation topics instead of relying on entire conversation histories for context.

Gives your AI the super power of traveling back in time to find what went wrong and fix the bug timeline.

MCP server for interacting with MySQL databases based on Node

Enables sending emails through 126 mailbox SMTP service with support for plain text/HTML content, CC/BCC recipients, and secure SSL/TLS connections.

A Python starter template for building MCP servers with client connection management and Jupyter notebook integration. Provides a structured foundation for adding custom tools, prompts, and workflows to create AI-powered applications.

Enables AI assistants to interact with Metabase through its API, allowing them to list, read, execute, and manage databases, tables, dashboards, cards, collections, and queries with support for multiple export formats.

A specialized MCP server providing access to real-time AI-related crypto and Web3 news across 40+ blockchains and 20+ categories via the ChainGPT API.

Enables AI assistants to interact with Metabase analytics platform, allowing them to query databases, execute SQL, manage dashboards and cards, and access analytics data through natural language.

A comprehensive startup consulting MCP server that provides commercial area analysis, competitor research, and policy funding recommendations using real-time Korean public data and Kakao Map APIs.