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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

MCP Memory

An MCP server that enables clients like Cursor, Claude, and Windsurf to remember user information and preferences across conversations using vector search technology.

Confluence MCP Server

Enables AI assistants to interact with Confluence by converting Markdown documents to professionally styled Confluence pages with Mermaid diagram support.

Remote MCP Server

A deployable Model Context Protocol server for Cloudflare Workers that allows users to create custom AI tools without authentication requirements and connect them to Cloudflare AI Playground or Claude Desktop.

New England Power Grid MCP Server

Provides AI models with real-time data about New England's power grid through a Model Context Protocol interface, enabling questions about current power generation, fuel mix, and marginal fuels.

MCP Forensic Toolkit

A secure, AI-ready local server that provides digital forensics tools for analyzing logs, verifying file integrity, and generating audit-grade reports.

Excel Chart MCP Server

A dual-mode intelligent Excel processing server that provides Excel data analysis tools for Cursor AI in MCP mode and offers a standalone web interface with support for external AI configurations like DeepSeek.

YouTube Comment Downloader MCP Server

Enables AI systems to download and analyze YouTube video comments through 4 specialized tools without requiring API keys, supporting engagement analysis, comment search, and statistics gathering.

CoreMCP

A lightweight orchestration hub for managing local Model Context Protocol (MCP) tools in a unified way, allowing users to build, manage, and call their AI tools from IDEs, terminal, and custom assistants.

MCP Dynamic Tools

A dynamic MCP server that automatically discovers Python files in a directory and exposes them as tools to any MCP-compatible AI client, allowing users to easily create and deploy custom AI tools.

Gemini MCP Server

A Model Context Protocol server that enables Claude to collaborate with Google's Gemini AI models, providing tools for question answering, code review, brainstorming, test generation, and explanations.

Multi-AI MCP Server for Claude Code

Connects Claude Code with multiple AI models (Gemini, Grok-3, ChatGPT, DeepSeek) simultaneously, allowing users to get diverse AI perspectives, conduct AI debates, and leverage each model's unique strengths.

Fetch URL MCP Server

Intelligent web content fetcher MCP server that converts HTML to clean, AI-readable Markdown

Allyson MCP Server

AI-powered animation generator that transforms static images into animated SVG components using the Model Context Protocol, allowing users to create animations through natural language prompts.

Trilogy AI MCP Server

An MCP server that analyzes Trilogy AI Center of Excellence Substack publications, allowing users to list, search, and analyze trends in the AI content.

MCP Safari Server

A server that provides AI assistants programmatic control of Safari browser on macOS for web automation, testing, and debugging.

Postman MCP Generator

A Model Context Provider (MCP) server that exposes your automated API tools to MCP-compatible clients like Claude Desktop, allowing you to interact with APIs using natural language.

Postman MCP Generator

An MCP-compatible server that provides tools for integrating selected Postman API requests, allowing LLMs like Claude to interact with APIs through natural language.

MCP Chart Server

A Model Context Protocol server that generates TradingView chart visualizations with real-time updates, enabling AI assistants to create and display financial charts through an integration with Chart-IMG API.

Postman MCP Generator

An MCP-compatible server that exposes automated API tools to MCP clients like Claude Desktop or Postman, allowing AI assistants to interact with your selected APIs.

DOCX Document Creator

A FastMCP-powered microserver that allows users to programmatically generate well-formatted .docx documents with consistent styling, including features like titles, paragraphs, headings, citations, and footers.

Activepieces MCP Server

An open source automation platform that converts over 280+ integrations into MCP servers, enabling LLMs to interact with various services through Claude Desktop, Cursor, or Windsurf.

BANANA-MCP

An All-in-One Model Context Protocol Server Package that integrates 14 MCP servers (including YouTube, GitHub, Figma, databases) into a single Docker container for use with Claude.

Grocery Search MCP Server

Provides grocery price and nutritional information search capabilities, allowing AI agents to search for food products, compare prices, and analyze nutritional content across different grocery stores.

Datasette MCP

A Model Context Protocol server that provides read-only access to Datasette instances, enabling AI assistants to explore, query, and analyze data from Datasette databases through a standardized interface.

即梦AI图片生成 MCP

A MCP server that generates high-quality images using Volcano Engine's JiMeng AI API, supporting various aspect ratios and compatible with different MCP clients.

CongressMCP-bridge

An MCP server for the Congress.gov API that consolidates 91 operations into 6 comprehensive legislative tools that can be used by any MCP client (i.e. Claude Desktop), or MCP-compatible AI agent, to query and reason about congressional data.

MCP Weather Server

A demonstration MCP server created for learning purposes, allowing Claude AI to interact with local files and a Postgres database while implementing a custom Model Context Protocol.

WordPress MCP Server

A Model Context Protocol server that enables AI assistants to manage WordPress sites and create content with AI-generated featured images.

Prometheus MCP

A proof-of-concept Prometheus MCP server, which likely enables Claude AI to interact with Prometheus monitoring systems through the Model Context Protocol.

Paws-on-MCP

A comprehensive Model Context Protocol (MCP) server implementing the latest MCP specification with tools, resources, prompts, and enhanced sampling capabilities that features HackerNews and GitHub API integrations for AI-powered analysis.