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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

NomadStays

The Nomad Stays MCP Server provides access to a curated database of remote-work-friendly accommodations around the world including prices, availability and wi-fi speed. This API supports both the Model Context Protocol (MCP) for AI assistants and standard REST endpoints for direct integration.

Trademark Big Data MCP Server

A comprehensive trademark intelligence server providing fuzzy company searching, detailed trademark retrieval, and deep statistical analysis of corporate brand portfolios and registration trends.

4 tools

Darbot Deepmind MCP Server

An advanced AI reasoning server that implements a step-by-step thinking framework, allowing for dynamic thought revision, branching logic, and adaptive planning for complex problem-solving.

1 tool

Credo (Cheqd DID)

MCP (Model Context Protocol) Server. Bridges Claude with the Credo decentralized identity framework, enabling resolution and interaction with DIDs on the cheqd network for identity verification and credential management workflows.

Spotify

MCP (Model Context Protocol) Server. Provides a bridge to the Spotify Web API, enabling music playback control, track searching, and playlist management through conversational interactions.

5 tools

Component Library MCP Server

Provides AI assistants with access to private React component library documentation, props, and code examples through type-safe TypeScript integration.

Remote MCP Server (Authless)

A template for deploying authentication-free MCP servers on Cloudflare Workers via Server-Sent Events (SSE). It provides a foundation for developers to build and host remote MCP tools that connect to clients like Claude Desktop and Cloudflare AI Playground.

mcp-zebrunner

Needs Setup

A comprehensive MCP server for Zebrunner Test Case Management that allows AI assistants to manage test cases, analyze execution failures with forensic detail, generate automated test code, and perform duplicate analysis.

44 tools

CoderSwap MCP Server

Failed

Build searchable AI research knowledge bases with hybrid vector search directly in Claude Desktop.

Local Explorer MCP

Enables AI assistants to intelligently search and explore local file systems using native Unix commands (ripgrep, find, ls) with token-optimized output, automatic pagination, and multi-layer security validation.

Coinbase Commerce

MCP (Model Context Protocol) Server. Enables cryptocurrency payment processing through Coinbase Commerce API with tools for generating payment links and retrieving transaction details

2 tools

Google Tasks MCP Server

This MCP server enables total management of Google Tasks, providing tools to search, list, create, update, delete, and clear completed tasks directly through the Google Tasks API.

6 tools

MCP Browser Text Reader

A robust MCP server for controlling Chrome browsers to navigate web pages and perform advanced text extraction using CSS selectors and intelligent wait mechanisms.

7 tools

GPT-Image-1 MCP Server

An MCP server providing access to OpenAI's GPT-Image-1 model for high-quality image generation with automatic local storage and metadata management.

2 tools

Playwright MCP Server

A Model Context Protocol server that enables AI assistants to interact with web pages through browser automation, supporting web scraping, form filling, navigation, and other browser-based tasks using Playwright.

Pan Card Verification At Lowest Price MCP Server

A specialized MCP server for validating Indian PAN (Permanent Account Number) card details through a dedicated verification API.

1 tool

Tracxn MCP Server

A Model Context Protocol server that wraps the Tracxn REST API, providing a standardized interface for LLMs to access and interact with Tracxn company data.

nox-mcp

A tool that allows AI assistants to discover and execute Nox sessions for project automation, enabling seamless testing, linting, and building within a development environment.

2 tools

baozi-mcp

68 tools for AI agents to interact with Solana prediction markets on Baozi.bet

SAP Commerce MCP Server

Enables interaction with SAP Commerce systems through OCC APIs, supporting product discovery, cart management, customer support operations, and store information retrieval. Provides both local and remote connectivity options for AI agents to perform e-commerce tasks.

Nutrition By Api Ninjas MCP Server

An MCP server that provides access to the API Ninjas Nutrition API, allowing users to extract detailed nutritional data from natural language meal descriptions.

1 tool

Chess MCP Server

A chess game and analysis engine that enables AI assistants to play, validate moves, and analyze positions using standard algebraic notation.

MCP Agent Memory

A production-ready memory server that facilitates asynchronous collaboration between AI agents through a shared, concurrency-safe JSON storage system featuring full-text search and automatic backups.

9 tools

Seo Api2 MCP Server

A comprehensive SEO and web utility toolkit for domain analysis, technical site audits, keyword tracking, and SERP data retrieval. It provides detailed insights into website technologies, hosting infrastructure, and search engine optimization metrics.

34 tools

mxHERO Mail2Cloud Advanced

A specialized MCP server that provides secure, high-performance search capabilities across multi-account email repositories using mxHERO's Mail2Cloud vector database technology.

1 tool

ClickUp MCP

High-performance MCP server for integrating ClickUp with AI applications, featuring consolidated tools for task management, document operations, and bulk actions with intelligent caching and response optimization.

Tripletex MCP Server

Enables AI assistants to interact with the Tripletex accounting API to manage time tracking, projects, and timesheet approvals through natural language. It also supports searching and managing outgoing invoices and processing supplier invoice approvals.

Mistral Agent Manager

Enables management of Mistral AI agents through MCP tools including creating, listing, searching, viewing details, and deleting agents. Integrates with Mistral API to provide agent management capabilities through natural language interactions.

git-auto-commit

An MCP server that automates the generation of conventional commit messages by analyzing git repository changes through OpenAI's GPT-4o-mini.

1 tool

fengyinxia-jimeng-mcp

A TypeScript-based MCP server that integrates Jimeng AI via reverse-engineered APIs to provide high-quality image and video generation tools directly within MCP clients.

2 tools