AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Xray MCP Server
A robust MCP server for integrating AI assistants with Xray Test Management, supporting test execution, plan management, and importing results across Cloud and Server deployments.
Zappy MCP
A WhatsApp MCP server built on whatsapp-web.js that allows AI agents to send, read, and delete messages through a headless browser with granular per-chat permissions.
Ambient Code Platform MCP Server
A tool for delegating resource-intensive AI operations to Kubernetes-hosted Claude agents on OpenShift, enabling remote management and monitoring of complex agentic tasks.
FPL MCP Server
A robust MCP server connecting LLMs to the Fantasy Premier League API, enabling full team management, competitor scouting, and player research using natural language and fuzzy name matching.
Datadog Logs MCP Server
A Model Context Protocol server that allows for searching and retrieving Datadog logs using customizable search queries and time-range filtering.
YouTube Transcript MCP Server
A comprehensive MCP server for extracting and processing YouTube transcripts from individual videos, playlists, and channels without requiring API keys.
Crestron Home MCP Server
A production-grade MCP server that enables natural language control and discovery of Crestron Home automation systems, covering lights, shades, climate, scenes, and sensors.
Fodda Knowledge Graphs
Expert-curated knowledge graphs for AI agents — PSFK Retail, Beauty, Sports and more.
bachai-perplexity2
An MCP server that provides access to the Perplexity2 API, allowing users to perform AI-powered searches and analyze Google data.
Schwab MCP Server
A read-only MCP server providing secure access to Charles Schwab account data, including portfolio positions, real-time quotes, options chains, and historical market data through AI assistants.
Data Engineering Tutor MCP Server
A personalized learning assistant that tracks a user's Data Engineering knowledge and fetches relevant industry updates and news via external APIs.
jirispilka-actors-mcp-server
A powerful bridge that connects AI agents to thousands of Apify Actors for web scraping, data extraction, and automation tasks. It features dynamic tool discovery, allowing agents to search for, add, and execute any Actor from the Apify Store on demand.
Cirra AI Salesforce Admin MCP Server
Comprehensive Salesforce administration and data management capabilities
Skippr Extension MCP Server
A bridge between Skippr's browser extension and AI coding agents, allowing developers to discover, understand, and fix UX, accessibility, and quality issues through natural language commands.
demomagic-duckchain-mcp
A comprehensive MCP server providing access to 56+ blockchain analysis tools via the BlockScout API v2, enabling deep exploration of transactions, addresses, tokens, and smart contracts.
BerryRAG
A local RAG system that combines a vector database with Playwright-based web scraping to create searchable knowledge bases for Claude.
huuthangntk-claude-vision-mcp-server
An MCP server that enables a 'Think Before Code' workflow by providing deep analytical insights and strategic architectural guidance using Claude Sonnet 4.5.
lineex-pubmed-mcp-smithery
A toolset for academic research that enables precision PubMed searches, MeSH term lookup, and structured PICO-based evidence synthesis.
luminati-io-brightdata-mcp
One MCP for the Web. Easily search, crawl, navigate, and extract websites without getting blocked.…
@mind-as-context/mcp-server
MCP Server for Mind as Context (MaC) - Claude Code integration
magenie33-quality-dimension-generator
A tool for transforming vague project requirements into precise, measurable quality evaluation standards and scoring criteria. It helps define expected quality levels and specific dimensions to guide and improve the output of any task.
minionszyw-bazi
A specialized tool for generating Chinese BaZi astrological charts with support for true solar time correction, lunar conversions, and Luck Pillar calculations based on birth location and time.
morosss-sdfsdf
A specialized MCP server for searching and downloading academic papers from multiple repositories like arXiv, PubMed, and bioRxiv directly into AI workflows.
rfdez-pvpc-mcp-server
Retrieves daily electricity tariffs (PVPC) from the Red Eléctrica e·sios API for Spanish 2.0 TD consumers. It provides hourly pricing data filtered by date range and specific geographical regions like Peninsula, Canary Islands, or Balearic Islands.
playwright-mcp-example
A Model Context Protocol server that enables AI assistants to control a headless web browser using Playwright on Cloudflare Workers. It provides tools for web automation tasks such as navigation, interaction, and capturing screenshots.
a-mem-mcp
Self-evolving memory system for AI agents
mcp-server
An MCP server that provides access to Agility CMS. See https://mcp.agilitycms.com for more details.
contract-analysis
An AI-powered legal contract analysis server that generates partner-level redlines with real OOXML Track Changes, extracts clauses, and evaluates deal risk.
my-finance-mcp
A personal finance tool that enables Claude to store, search, and manage financial transactions using ChromaDB vector search and a persistent JSON ledger.
Syncline MCP Server (TypeScript)
Syncline MCP Server (TypeScript) - AI-powered meeting scheduling with intelligent auto-scheduling