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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Telegram

A robust MCP server that enables AI assistants to interface with Telegram for chat management, message automation, and AI-driven conversation summarization.

16 tools

Zerops Documentation

MCP (Model Context Protocol) Server. Indexes and serves Zerops documentation content for direct access within development environments, enabling developers to search and retrieve relevant information without context switching.

26 tools

SEI DEX MCP

Enables interaction with decentralized exchanges on the SEI blockchain through natural language commands. Supports token swapping, wrapping, liquidity pool queries, and automated trading strategies on DragonSwap.

Eurostat Statistics

Access European statistics: GDP, unemployment, inflation, population data.

Material UI MCP Server

Provides AI assistants with comprehensive access to Material UI documentation, components, and setup guides to build consistent and well-designed React applications.

6 tools

DNStwist MCP Server

A server that integrates the dnstwist DNS fuzzing tool with MCP-compatible applications, enabling domain permutation analysis to detect typosquatting, phishing, and corporate espionage.

Web Search

A web search MCP server that leverages Puppeteer to perform Google searches and deliver structured JSON results for real-time information retrieval.

1 tool

Frida MCP Server

A comprehensive MCP server that exposes Frida's dynamic instrumentation toolkit to AI agents for process management, script injection, and memory operations. It provides over 50 tools to interact with local and mobile devices, enabling advanced capabilities like function hooking and memory analysis.

Hurl OpenAPI MCP Server

Enables AI models to load and inspect OpenAPI specifications, generate Hurl test scripts, and access API documentation for automated testing and API interaction through natural language.

Tavily Search

An MCP server that integrates with Tavily to provide high-quality news search capabilities, allowing for deep or basic searches within specific time periods.

1 tool

vibeindex-mcp

MCP server for Vibe Index - search Claude Code skills, plugins, and MCP servers

Time MCP Server

A Cloudflare Workers-based MCP server that providing precise, ISO 8601-formatted current date and time information across any IANA timezone via a global edge network.

1 tool

Jules MCP Server

Exposes Google Jules AI capabilities for automated coding tasks, including session management, code reviews, and unified diff handling. It enables users to create sessions, approve plans, and synchronize AI-generated code changes with GitHub repositories.

Japan Area Code MCP Server

A specialized MCP server that retrieves and searches official Japanese statistical standard area codes (JIS X 0401/0402) sourced directly from government data.

2 tools

Date MCP Server

Provides AI assistants with accurate current date and day of week information through simple tools for retrieving ISO-formatted dates and day names.

MySQL

A TypeScript-based MCP server that enables AI systems to securely connect to and query MySQL databases via standard SQL commands.

1 tool

repomemory

Persistent memory for AI coding agents. Hybrid search, auto-session capture, context routing.

Cold Email Assistant

Automates cold email outreach for job applications by parsing job postings, generating personalized emails using AI, and sending them or saving as drafts in Gmail with resume attachments.

MCP Calculator Project

A communication pipe and tool suite that enables AI models to interact with external systems through mathematical calculations, remote control, and data processing. It supports multiple transport protocols including stdio, SSE, and HTTP for flexible and extensible tool integration.

Local Search MCP Server

A semantic search MCP server that indexes GitHub repositories and URLs using vector embeddings and SQLite for natural language querying of technical documentation and code.

8 tools

MySQL

MCP (Model Context Protocol) Server. Integrates with MySQL databases using Python and Docker to enable structured data storage, querying, and manipulation.

Epsilla

A specialized MCP server for interacting with Epsilla vector databases, enabling seamless creation, management, and similarity searching of high-dimensional data.

7 tools

Genji MCP Server

A specialized MCP server for searching and analyzing classical Japanese literature via the Genji API, featuring advanced normalization for historical text variations.

4 tools

MCP Screenshot Server

Enables LLMs to capture and analyze screenshots of your screen, windows, or regions with smart detection capabilities. Features natural language queries, automatic window targeting, and text enhancement for UI debugging and visual inspection.

currency-exchange-mcp

Real-time currency exchange rates and crypto prices via MCP. Convert between 60+ fiat currencies and 30+ cryptocurrencies with multi-source failover. No API keys needed for upstream data.

Google Maps

MCP (Model Context Protocol) Server. Integrates with Google Maps API to provide geocoding, place search, and routing capabilities for location-based applications and services.

Twitter Api45 MCP Server

A comprehensive MCP server providing deep integration with the Twitter/X platform through the Api45 interface. It enables extensive data retrieval including user profiles, timelines, community interactions, job searches, and live space monitoring.

28 tools

Cost Management MCP

A comprehensive cost management MCP server for tracking, analyzing, and comparing expenditures across AWS, OpenAI, and Anthropic through daily, monthly, and model-specific breakdowns.

10 tools

Memory Manager

A management utility that orchestrates memory contexts for Claude clients by dynamically switching between different memory paths for the mcp-knowledge-graph server.

YouTube Downloader

MCP (Model Context Protocol) Server. Bridges AI systems with YouTube content through yt-dlp, enabling video information extraction and downloading capabilities for content analysis and media processing.

1 tool