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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

fossil-mcp

7

The code quality toolkit for the agentic AI era. Find dead code, clones, and scaffolding across 15 languages. MCP server + CLI.

desktop

7

A local-first MCP server that enables AI tools to control authenticated web sessions of ChatGPT and other LLM providers through a real desktop browser, supporting parallel tabs, file uploads, and image downloads.

6 tools

mcp-server.sqlite

7

Implementation of an MCP (Model Context Protocol) Server for SQLite. It provides an AI model with context and the ability to execute SQL queries.

charlotte

Validated
7

Renders web pages into structured, agent-readable representations using headless Chromium.

32 tools

claude-team

7

A specialized MCP server for orchestrating multiple parallel Claude Code sessions via iTerm2. It enables multi-pane task management with features like git worktree isolation, automated messaging, and status monitoring across a 'team' of agents.

13 tools

Things MCP

7

A robust integration that enables Claude to manage Things 3 on macOS via AppleScript and URL schemes, supporting full task lifecycle management from creation to archiving.

20 tools

Conceal

7

A specialized MCP proxy server that automatically detects and pseudo-anonymizes personally identifiable information (PII) in real-time using regex and LLMs, ensuring privacy compliance while maintaining data semantic integrity.

Serial Hardware Bridge

7

A bridge between AI models and physical hardware using the Model Context Protocol, allowing natural language control of TCP-connected devices and IoT projects.

2 tools

ClaudeSmalltalk

7

MCP server for AI interaction with live Smalltalk images

Sumo Logic

7

MCP (Model Context Protocol) Server. Integrates with the Sumo Logic API to perform log searches, enabling custom queries and analysis of log data for troubleshooting, monitoring, and generating insights from application logs.

1 tool

Eyevinn Open Source Cloud

7

This MCP server enables AI assistants to provision and manage vendor-independent cloud infrastructure, specifically focusing on MinIO storage bucket management and local file interactions.

3 tools

Project Handoffs

7

MCP (Model Context Protocol) Server. Coordinates workflows across multiple sessions or models to maintain context and enable seamless handoffs for complex, multi-stage processes.

8 tools

UCAI

7

A tool that automatically generates MCP servers from smart contract ABIs, enabling AI agents to interact with any EVM-compatible blockchain contract.

7 tools

vidcap-mcp-server

Needs Setup
7

A robust MCP server proxy for the VidCap YouTube API, enabling AI assistants to search videos, retrieve metadata, extract transcripts, generate AI summaries, and capture specific video screenshots.

8 tools

Halo

7

A comprehensive MCP server enabling AI assistants to manage Halo blogs through natural language, covering post creation, category/tag organization, and automated AI writing workflows.

30 tools

arxiv-mcp-server

7

An MCP server for arXiv that enables AI assistants to search, analyze, and summarize academic papers while providing citation insights and multi-format exports like BibTeX and JSON.

3 tools

mcp-ai-agent

7

AI Agent built with Google ADK that leverages Google Maps MCP Server to answer real-world location questions with tool usage and traceable execution via Opik.

7 tools

amplitude-mcp-server

7

MCP server for Amplitude Analytics integration with AI assistants. Enables Claude and other MCP clients to track events, pageviews, signups, and revenue through natural language requests.

5 tools

Playwright Scraper

7

A robust web scraping server that utilizes Playwright to automate browsers and BeautifulSoup to transform complex, JavaScript-heavy web pages into clean Markdown format.

1 tool

Audio Interface

7

Provides comprehensive audio input and output capabilities for AI assistants, allowing them to list hardware devices, record from microphones, and play audio files or recordings.

5 tools

codeweaver

7

A semantic code search engine that provides AI agents with structural context across 166+ languages using hybrid search and AST-aware chunking.

1 tool

PubMed

7

A comprehensive MCP server for PubMed that enables advanced literature search, article retrieval, citation export in multiple formats, and research trend analysis.

7 tools

media-gen-mcp

Needs Setup
7

A professional media generation MCP server that integrates OpenAI's Image/Sora models and Google's Veo to generate, edit, and retrieve high-quality images and videos with advanced compression and file management.

14 tools

mcp-server-taiwan-weather

Failed
7

An unofficial MCP server that provides access to Taiwan's Central Weather Administration (CWA) API for retrieving 36-hour weather forecasts across various cities and counties.

1 tool

MCPlex-AI-v1.0

7

𝗠𝗼𝗱𝗲𝗹 𝗖𝗼𝗻𝘁𝗲𝘅𝘁 𝗣𝗿𝗼𝘁𝗼𝗰𝗼𝗹 (𝗠𝗖𝗣) 𝗕𝗮𝘀𝗲𝗱 𝗖𝗟𝗜 𝗔𝗜 | 𝗧𝗼𝗼𝗹 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻 | 𝗚𝗲𝗺𝗶𝗻𝗶 𝟮.𝟬

SHAFT MCP

7

SHAFT MCP is a web automation and testing server that integrates the Selenium-based SHAFT Engine with Claude, enabling AI-powered browser control, data extraction, and element interaction via natural language.

33 tools

Crawleo-MCP

7

A powerful MCP server providing real-time web search and deep content crawling capabilities to AI assistants, enabling access to live web data with zero data retention.

2 tools

KuzuDB

7

An MCP server for Kuzu graph databases that enables LLMs to introspect schemas and execute Cypher queries with robust connection recovery and multi-agent coordination.

2 tools

trayd-mcp

7

Connect Robinhood to Claude Code to analyze portfolio performance, get real-time market data, and execute complex trade operations like ladder orders through natural language.

2 tools

browser-devtools-mcp

Needs Setup
7

A comprehensive MCP server providing deep browser automation, visual debugging, and accessibility inspection using Playwright. It enables AI assistants to interact with live web pages, monitor network traffic, capture console logs, and analyze semantic UI structures.

21 tools