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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Christensen MCP Server

A strategic advisory MCP server that applies Clayton Christensen's business frameworks like Jobs-to-Be-Done and Disruption Theory to analyze decisions and organizational capabilities.

3 tools

0xHumans Protocol MCP

MCP for AI agents: financing, skills, lending on Base

clawwork

AI agent project management — task boards, progress tracking, and cost reporting.

HubSpot MCP Server

A comprehensive MCP server for managing HubSpot CRM entities, enabling natural language interactions to search, create, and update contacts, companies, deals, pipelines, and owners.

17 tools

Trade-MCP

A specialized MCP server that integrates with the Zerodha Kite Connect API to automate stock trading actions, including placing orders and managing portfolio holdings.

4 tools

UnoPim MCP Server

A comprehensive MCP server for managing the UnoPim Product Information Management system, enabling natural language control over product lifecycles, attribute schemas, and automated media uploads.

25 tools

Emotion Dataset Analysis MCP Server

This MCP server enables users to interact with and analyze the dair-ai/emotion dataset from Hugging Face containing labeled Twitter messages. It provides tools to sample data, search text, and perform statistical analysis on emotion distributions.

JMeter MCP Server (TypeScript Edition)

High-performance TypeScript MCP server for Apache JMeter that enables AI assistants to automate performance test creation, execution, and deep analytics including bottleneck detection and distributed testing.

10 tools

IMAP Email MCP Server

A comprehensive MCP server that enables AI assistants to manage emails via IMAP and SMTP, supporting folder navigation, message search, and draft management across various providers.

10 tools

Context API MCP Server

Access the doppelgangers.ai Social Media Context API to retrieve XML renderings of Twitter/X posts enriched with conversation summaries, metadata, and image descriptions for advanced sentiment and trend analysis.

3 tools

Replit MCP Server

A comprehensive MCP server that allows AI assistants to manage Replit workspaces, including full CRUD operations on Repls, file system management, environment variables, and deployments.

24 tools

Remote MCP Server on Cloudflare

A template for deploying MCP servers to Cloudflare Workers with built-in OAuth authentication and SSE transport support. It enables secure, remote access to tools from clients like Claude Desktop via a Cloudflare-hosted backend.

1 tool

Simple MCP Server

A dependency-free utility MCP server providing essential tools for time management, mathematical calculations, and shell command execution via Docker.

6 tools

Griphook

Griphook is an MCP server that enables AI agents to interact with the STRATO blockchain platform, providing tools for DeFi operations including swaps, lending, and governance.

Remote MCP Server on Cloudflare (Authless)

A starter template for deploying remote Model Context Protocol servers on Cloudflare Workers using Server-Sent Events (SSE). It provides a foundation for developers to build and host custom tools that are accessible by clients like Claude Desktop and the Cloudflare AI Playground.

m365-copilot-mcp

Integrates Microsoft 365 enterprise data into AI clients, enabling natural language queries across SharePoint, OneDrive, Outlook, and Teams with full permission enforcement.

5 tools

Canada's Food Guide MCP Server

A comprehensive nutrition analysis platform that integrates Canada's Food Guide recipes with Health Canada's official CNF and DRI databases for discovery, scaling, and dietary adequacy assessment.

14 tools

TinyPNG MCP Server

Enables batch image compression and resizing using the TinyPNG API. Supports PNG, JPEG, WebP, and AVIF formats with detailed compression reports and multiple resize modes.

Bubble MCP

A Model Context Protocol server that provides a standardized interface for discovery, CRUD operations, and workflow execution within Bubble.io applications.

PDF Reader MCP Server

A robust PDF reader MCP server that extracts text as Markdown, images, and tables from local or remote PDFs with built-in OCR support for scanned documents.

2 tools

foodblock-mcp

Food data tools for any AI agent. Describe food in English, get structured data back.

Semantic Search MCP Server

A specialized MCP server that provides semantic code search capabilities by translating natural language queries into optimized ripgrep patterns and using LLMs to verify relevance. It enables AI agents to find specific code snippets and logic in large repositories that traditional keyword searches might overlook.

1 tool

Taskmaster MCP Server

Provides AI agents with simplified task management through a 4-step workflow (create session, define tasks, execute, complete) that works with any LLM without requiring complex thinking patterns.

BOJ MCP Server

Enables AI assistants to access solved.ac user profiles and search Baekjoon Online Judge problems by difficulty, tags, and keywords through the solved.ac API.

Medicare MCP Server

A comprehensive MCP server providing access to CMS Medicare data including physician/practitioner services, Part B/D drug spending, hospital quality metrics, and drug pricing trends via the Socrata API.

1 tool

MT Content Refactor MCP Server

An MCP server for Movable Type that enables AI-powered batch HTML refactoring via the Data API, featuring a safe workflow with automated backups, diff reports, and rollbacks.

23 tools

Yanyue MCP

Enables searching and retrieving cigarette product information from Yanyue.cn, providing detailed data about various cigarette brands and products through keyword search.

AI Memory MCP Server

A cross-platform MCP server for persistent JSON-based memory storage, enabling AI models to manage long-term context via tags, keywords, and metadata.

6 tools

MCP MySQL Server

A containerized server that allows interaction with MySQL databases through Model Context Protocol (MCP), enabling SQL query execution, schema retrieval, and table listing via natural language.

Cloudflare Remote MCP Server Template

A starter template for deploying remote Model Context Protocol servers to Cloudflare Workers with SSE support. It provides a foundation for developers to build and host custom tools that can be accessed by AI clients without mandatory authentication.