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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Project Explorer MCP Server

1

Provides tools for analyzing project structures, searching through codebases, managing dependencies, and performing file operations with advanced filtering capabilities.

peeky-search

Failed
1

MCP server for web search that extracts relevant excerpts instead of summarizing. BM25 + heuristic ranking, no LLM needed.

path402-mcp-server

Needs Setup
1

MCP server + $pathd daemon for the Path 402 Token Protocol — AI agent tools for discovering, evaluating, and acquiring tokenised content via $402

Cloudinary

1

This MCP server provides an interface to Cloudinary's Upload and Admin APIs, enabling AI assistants to upload, search, manage, and retrieve metadata for digital media assets.

5 tools

Proofly (Deepfake Detection)

1

Proofly is an MCP server that provides professional deepfake detection tools, allowing AI models to analyze images via URL or base64 to identify face-swaps and synthetic manipulations with detailed face-by-face reporting.

4 tools

MetaTag Genie

1

A specialized MCP server for writing standardized metadata (IPTC/EXIF) to image files including HEIC and PNG, specifically optimized for macOS Spotlight search integration.

1 tool

National Weather Service

1

MCP (Model Context Protocol) Server. Integrates with the National Weather Service API to provide real-time weather alerts by state and detailed forecasts by geographic coordinates for US locations.

Cookie Jar

1

A gamified self-reflection tool for LLMs that implements a finite 'cookie jar' economy, allowing models to earn rewards for high-quality responses based on user-controlled scarcity.

6 tools

OpenWRT SSH MCP Server

1

A containerized MCP server that enables AI agents to remotely manage OpenWRT routers via SSH, supporting system monitoring, network configuration, and OpenThread Border Router management.

19 tools

DeFi Rates

1

Query real-time DeFi lending rates across 13+ protocols (Aave, Morpho, Compound, Venus, Solend, Drift, Jupiter, etc.). Compare rates, search best opportunities, and calculate looping strategies across Ethereum, Arbitrum, Base, BSC, Solana, and HyperEVM.

6 tools

BrowserCat MCP Server

1

A cloud-based browser automation server that allows LLMs to navigate websites, interact with UI elements, capture screenshots, and execute JavaScript without local installations.

7 tools

Jina Supabase RAG

1

A specialized RAG MCP server that crawls documentation using Jina AI and Crawl4AI, indexing content into Supabase pgvector for high-performance semantic search.

3 tools

python_code_review_mcp

1

A specialized MCP server for backend developers that provides automated security auditing, PEP 8 compliance checks, and performance analysis for Python code.

5 tools

screen-capture-mcp

Validated
1

MCP server that gives Claude Code the ability to take screenshots. Capture full screen or specific windows by title. Windows only.

1 tool

mcp-gitlab

1

MCP server for GitLab — projects, merge requests, pipelines, CI/CD, and issues.

MCPatterns

1

A persistent memory layer for LLM agents that stores and retrieves personalized coding patterns, styles, and conventions to ensure consistent AI-generated code.

7 tools

MWAA MCP Server

1

Enables management of Amazon Managed Workflows for Apache Airflow (MWAA) and Airflow operations including DAG management, monitoring, and environment configuration through a unified MCP interface.

1 tool

Google Search

1

A Google Search MCP server that features automatic API key rotation and persistent quota management to provide high-volume web search capabilities.

1 tool

@gravitykit/help-scout-mcp

Needs Setup
1

Help Scout MCP server: search conversations, fetch transcripts, browse docs, and pull reports — all from Claude or any MCP client

MCP Connect

1

A robust MCP server that provides full control over iOS Simulators and web browsers, enabling AI assistants to perform UI testing, mobile app interaction, and web automation.

24 tools

iCloud Calendar MCP

1

An MCP server that enables LLMs to view and create events in an iCloud Calendar by connecting via Apple ID and app-specific passwords.

Self-Hosted Supabase

1

A specialized MCP server for self-hosted Supabase instances, providing a comprehensive set of tools for database schema management, user authentication, storage browsing, and TypeScript type generation.

21 tools

Eventbrite

1

MCP (Model Context Protocol) Server. Bridges to the Eventbrite API for managing and analyzing event data with tools for listing events, applying filters, and retrieving detailed information through authenticated requests.

2 tools

tellfigma

Needs Setup
1

MCP server that gives AI apps (Claude, Cursor, VS Code Copilot, Windsurf) full CREATE/EDIT/DELETE control over Figma via Chrome DevTools Protocol. The only Figma MCP that can modify designs. Now with comment reading/posting. No plugin — just npx tellfigma

Find BGM MCP Server

1

An MCP server that recommends optimized background music for YouTube Shorts by analyzing video scripts for mood, pacing, and theme using the YouTube Music API.

1 tool

Anki MCP Server with ElevenLabs Support

1

A comprehensive MCP server for managing Anki flashcards, supporting bulk operations, note type customization, and AI-powered audio generation via ElevenLabs and Google Cloud TTS.

14 tools

Ravelry

1

MCP (Model Context Protocol) Server. Connects to the Ravelry API for knitting and crochet pattern discovery, enabling users to search patterns and retrieve detailed information without leaving their conversation interface.

3 tools

MLB SportRadar MCP Server

1

A comprehensive MCP server that connects Claude to the SportRadar MLB API, providing real-time access to game schedules, live scores, detailed player statistics, and league standings.

17 tools

ENS

1

An MCP server that resolves ENS domains to Ethereum addresses and provides deep insights into domain ownership, registration history, and event activity using The Graph.

3 tools

IQ.wiki

1

A Model Context Protocol server that provides structured access to the IQ.wiki blockchain encyclopedia, allowing users to query wiki content, contributor history, and on-chain activity records.

4 tools