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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

MCP Gateway

7

A robust gateway that aggregates multiple Model Context Protocol servers into one interface, solving context limit issues by providing dynamic tool search instead of loading all schemas at once.

5 tools

LanceDB

7

MCP (Model Context Protocol) Server. Integrates with LanceDB vector database to enable efficient storage, retrieval, and similarity search of vector embeddings with associated metadata for semantic search and recommendation systems.

JobApply

7

MCP (Model Context Protocol) Server. Automates job application workflows by scraping job postings, analyzing resumes against job descriptions for ATS scoring, generating tailored cover letters, and providing company research capabilities to optimize application materials.

3 tools

MCP Chain

7

A middleware framework for building MCP server chains that enables transparent proxies for adding authentication, logging, and request transformation to existing MCP servers.

5 tools

DataForSEO

7

A comprehensive MCP server providing access to the DataForSEO API suite for SERP analysis, keyword research, backlink tracking, and technical on-page SEO audits.

8 tools

chartmogul-mcp-server

7

A comprehensive MCP server for ChartMogul that enables interaction with subscription analytics, customer management, CRM tasks, and financial metrics. It provides tools to programmatically manage customers, plans, invoices, and retrieve key business performance indicators like MRR and LTV.

54 tools

taskboard

7

Local project management with Kanban UI, CLI, and MCP server for AI assistants. SQLite-backed, single binary, installable via Homebrew.

YouTube Research

7

MCP (Model Context Protocol) Server. Integrates with YouTube API to perform aggregated video searches, enabling efficient content curation and trend analysis on specified topics.

Parallel Search

7

A specialized MCP server that provides highly accurate web search capabilities via the Parallel Search API, optimized for daily AI-driven research tasks.

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

Eunomia

7

Eunomia MCP Server acts as an orchestration layer that applies data governance policies, such as PII detection and access control, to text streams flowing through other MCP servers.

SolX402

7

A Solana-based MCP server for managing x402 micropayment protocols, allowing AI agents to discover services, handle USDC payments, and access expert Solana development resources.

10 tools

WildFly MCP

7

A suite of MCP servers and tools designed to allow Large Language Models to monitor, manage, and interact with WildFly application servers using natural language.

Binance Alpha

7

A specialized MCP server for tracking Binance Alpha trades on-chain, providing real-time USD-based volume analysis and trade distribution statistics to optimize alpha accumulation strategies.

2 tools

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

AI & ML MCP Servers — Page 121 | MCP Hub