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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Frontend Code Analysis MCP

Analyzes frontend project code (React, Vue, Angular) and converts it into AI-understandable flow diagrams and object structures. Provides tools for code analysis, variable/function/component inspection, and project structure insights.

Blue Archive MCP Server

A comprehensive MCP server that provides detailed access to Blue Archive game data from SchaleDB, including student profiles, equipment stats, raid info, and multimedia assets.

8 tools

Apiiro Guardian Agent

Apiiro Application Security Posture Management (ASPM) tools for AI coding assistants.

PDP MCP Server

A RAG-powered MCP server that provides information and legal guidance on Indonesia's Law No. 27 of 2022 regarding Personal Data Protection (UU PDP) using Pinecone and OpenAI.

6 tools

academic-mcp

A Python-based MCP server that allows users to search, download, and extract text content from multiple academic databases including arXiv, PubMed, and Semantic Scholar.

3 tools

Jina AI MCP Server

A comprehensive MCP server providing tools for Jina AI's Search Foundation APIs, including web search, content extraction, embeddings, and semantic text processing.

8 tools

@lpenguin/nanobanana-mcp

Needs Setup

A Model Context Protocol server that enables image generation, editing, and multi-image composition using Google's Gemini 2.5 Flash Image model.

3 tools

Universal MCP Server

Multi-mode MCP server supporting both Claude Desktop (STDIO) and OpenAI (HTTP/SSE) integrations with file operations including read, write, delete, and search capabilities.

MCP Server Scaffold

A basic starter project for building Model Context Protocol (MCP) servers that enables standardized interactions between AI systems and various data sources through secure, controlled tool implementations.

Revenue Engine MCP

Connects Claude AI to Google Sheets, Gmail, and Calendar for comprehensive revenue tracking and business management. Enables lead pipeline management, email handling, calendar scheduling, task tracking, and file operations through natural language.

Stripe MCP Server

A remote MCP server implementation that integrates with Stripe, enabling AI assistants to interact with the Stripe API for payment processing functionality.

@metaengine/mcp-server

A specialized code generation server that allows AI assistants to generate dozens of interconnected files across 10 programming languages with consistent architecture and automatic import management.

ATproto Docs MCP Server

A remote MCP server providing a tool for searching and querying ATprotocol documentation, helping developers easily access information while building on the protocol.

MCP UI/UX Prompt Refiner

A specialized MCP server that transforms basic interface ideas into professional UI/UX design specifications, including animation choreography, accessibility requirements, and component layouts.

5 tools

conversation-search-mcp

opendss-mcp-server1

A conversational interface for EPRI's OpenDSS power system simulator, enabling distribution planning and DER integration studies through natural language via the Model Context Protocol.

7 tools

LinkedIn Content Creation MCP Server

Enables creation of optimized LinkedIn posts using a component-based design system with variants, themes, and composition patterns. Supports multiple post types (text, document, poll, video, carousel) with research-backed optimization for maximum engagement.

dedalus-kush-personal

An MCP server designed for serving, indexing, and querying documentation using AI-powered search and Q&A capabilities. It provides specialized tools for agents to navigate markdown files and extract insights through OpenAI integrations.

5 tools

Resemble

MCP (Model Context Protocol) Server. Provides a bridge to the Resemble AI text-to-speech API, enabling dynamic voice generation for multimedia content through flexible server transport methods and voice model selection.

2 tools

dedalus-marketplace

An MCP server designed to serve and query documentation using AI-powered search and Q&A capabilities. It enables markdown indexing and document analysis for agent-based workflows.

5 tools

Lowes Toolkit

MCP (Model Context Protocol) Server. Collection of specialized servers for dice rolling, price checking, notifications, and Lowe's-specific integrations with GitHub, Redis, PostgreSQL, and Google Maps, extending AI capabilities through containerized Python and TypeScript implementations.

mcp-server

A comprehensive MCP server for the Canvelete design platform, enabling AI assistants to programmatically create, modify, and export professional designs, QR codes, and barcodes using various element types and stock asset integrations.

24 tools

Web Search Neo

A Python-based MCP server that facilitates web content extraction and search capabilities using DuckDuckGo and Yandex. It allows users to fetch plain text from URLs, retrieve page links, and perform web searches directly through MCP tools.

5 tools

mcp-camara

A toolset to interface with the Brazilian Chamber of Deputies Open Data API, allowing users to query legislative schemas, deputy profiles, expenses, and legislative proposals.

6 tools

Claude-to-Gemini MCP Server

Enables Claude to use Google Gemini as a secondary AI through MCP for large-scale codebase analysis and complex reasoning tasks. Supports both Gemini Flash and Pro models with specialized functions for general queries and comprehensive code analysis.

garmin-mcp-ts

A comprehensive MCP server for Garmin Connect that enables natural language querying of fitness activities, health metrics, sleep analysis, and training data. It supports over 90 tools for managing workouts, gear, and advanced physiological metrics like HRV and Training Readiness.

99 tools

AgenteCidadaoMCP

A comprehensive MCP server providing deep integration with the Brazilian Chamber of Deputies Open Data API, enabling LLMs to query legislative processes, deputy expenses, voting records, and parliamentary sessions.

57 tools

Google Search Console MCP Server

A Google Search Console MCP server that allows users to retrieve and analyze search performance data, including queries, rankings, and traffic metrics through the Search Console API.

1 tool

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

Remote MCP Server on Cloudflare (Authless)

A template for deploying a remote Model Context Protocol server on Cloudflare Workers using Server-Sent Events (SSE). It provides a framework for developers to host custom tools that can be accessed by both the Cloudflare AI Playground and local clients like Claude Desktop.