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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.

8 tools

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.

6 tools

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.

8 tools

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.

26 tools

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.

1 tool

YouTube Transcript MCP Server

A comprehensive MCP server for extracting and processing YouTube transcripts from individual videos, playlists, and channels without requiring API keys.

11 tools

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.

13 tools

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.

1 tool

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.

6 tools

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.

3 tools

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.

17 tools

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.

51 tools

BerryRAG

A local RAG system that combines a vector database with Playwright-based web scraping to create searchable knowledge bases for Claude.

10 tools

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.

1 tool

lineex-pubmed-mcp-smithery

A toolset for academic research that enables precision PubMed searches, MeSH term lookup, and structured PICO-based evidence synthesis.

5 tools

luminati-io-brightdata-mcp

One MCP for the Web. Easily search, crawl, navigate, and extract websites without getting blocked.…

@mind-as-context/mcp-server

Validated

MCP Server for Mind as Context (MaC) - Claude Code integration

11 tools

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.

2 tools

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.

1 tool

morosss-sdfsdf

A specialized MCP server for searching and downloading academic papers from multiple repositories like arXiv, PubMed, and bioRxiv directly into AI workflows.

2 tools

rfdez-pvpc-mcp-server

Needs Setup

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.

1 tool

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.

4 tools

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

Failed

An AI-powered legal contract analysis server that generates partner-level redlines with real OOXML Track Changes, extracts clauses, and evaluates deal risk.

4 tools

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.

4 tools

Syncline MCP Server (TypeScript)

Failed

Syncline MCP Server (TypeScript) - AI-powered meeting scheduling with intelligent auto-scheduling