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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

NetSuite

4

MCP server for NetSuite ERP integration with OAuth 2.0 authentication, enabling natural language access to NetSuite data through SuiteQL queries, reports, saved searches, and REST API operations.

10 tools

Gopher MCP

4

Modern, cross-platform MCP server that enables AI assistants to browse and interact with both Gopher protocol and Gemini protocol resources safely and efficiently.

2 tools

Verodat

4

Interact with Verodat AI Ready Data platform

10 tools

YouTube Search

4

MCP (Model Context Protocol) Server. Enables searching YouTube videos, retrieving detailed information, and extracting subtitles in English or Russian for referencing and analyzing video content during conversations.

3 tools

Galileo

4

Integrates with Galileo's evaluation and observability platform to manage datasets, prompt templates, and experiment setups for monitoring LLM application performance.

Telegram

4

MCP (Model Context Protocol) Server. Integrates with Telegram chats via the Bot API to enable secure, whitelisted messaging and AI-powered interactions for automated workflows and communication channels.

Gmail

4

A Simple MCP server for Gmail with support for all basic operations with oauth2.0.

10 tools

PaperSearch (arXiv)

4

MCP (Model Context Protocol) Server. Integrates with arXiv to enable keyword searches, paper retrieval, and tracking of recent submissions across scientific categories.

RAG

4

A low-latency Retrieval-Augmented Generation (RAG) server that provides semantic document search and AI-powered summarization using ChromaDB and OpenAI-compatible embeddings.

1 tool

Thingiverse

4

MCP (Model Context Protocol) Server. Provides a bridge to the Thingiverse API for searching, browsing, and retrieving 3D model information from the popular 3D printing community using Puppeteer.

4 tools

Typesense Candidate Search

4

MCP (Model Context Protocol) Server. Integrates with Typesense search to enable natural language queries for candidate profiles and resumes with powerful filtering, sorting, and grouping capabilities for recruitment workflows.

1 tool

yfinance MCP Server

4

A specialized MCP server that provides real-time financial data, enabling LLMs to fetch current prices and latest news for stocks and cryptocurrencies via the yfinance API.

2 tools

NASA CMR (Common Metadata Repository)

4

MCP (Model Context Protocol) Server. Bridges to NASA's Common Metadata Repository for searching and retrieving Earth science datasets by date range, provider, and keywords with structured information including concept IDs and descriptions.

1 tool

FocusRelayMCP

4

Talk to your OmniFocus tasks. An MCP server that lets AI assistants query your tasks, projects, and tags using natural language—no more clicking through endless lists.

mcp-auth-demos

4

Model Context Protocol authentication demos - AI assistant integration examples

PipeCD Docs MCP Server

4

A documentation-focused MCP server that enables full-text search and retrieval of official PipeCD documentation directly from its GitHub source.

2 tools

Stellar Blockchain

4

MCP (Model Context Protocol) Server. Integrates with Stellar blockchain to enable wallet management, token deployment, and smart contract interactions on the Stellar testnet through dynamically generated tools

SonarCloud

4

A tool that connects SonarCloud to Claude, allowing users to fetch, filter, and analyze code quality issues for specific pull requests and projects.

1 tool

ARIA Validator

4

A specialized MCP server for validating ARIA roles and attributes using the aria-query library to ensure web accessibility compliance. It provides real-time checks for attribute validity, allowed values, and proper role usage within development environments.

ONOS

4

MCP (Model Context Protocol) Server. Enables network management and control for ONOS by providing comprehensive REST API access to network topology, device configuration, flow management, and system diagnostics for software-defined networking research and prototyping.

6 tools

Elasticsearch Memory

4

Persistent memory with hierarchical categorization, semantic search, and intelligent auto-detection. Install via PyPI.

5 tools

GemForge-MCP

4

MCP server to empower your agent with enterprise-grade Gemini integration for codebase analysis, live search, text/PDF/image processing, and more on your favorite MCP clients.

4 tools

Defuddle Fetch

Failed
4

Fetch web content with enhanced extraction using Defuddle, converting pages to clean markdown with better results than standard HTML-to-markdown converters.

1 tool

Variance Log

4

MCP (Model Context Protocol) Server. Analyzes statistical variations in conversation structures and logs unusual events to a SQLite database for monitoring AI behavior and detecting anomalies.

7 tools

Promptz

4

A bridge to the promptz.dev platform that allows developers to search and integrate curated prompts and project rules directly into their development workflow.

Todo Markdown

4

A tool for managing todo lists stored in markdown files, allowing AI assistants to perform full CRUD operations with persistent ID tracking and checkbox formatting.

5 tools

Arr Assistant (Radarr/Sonarr)

4

An MCP server that integrates with Radarr and Sonarr to manage media libraries through natural language, enabling users to search, add, and monitor movies and TV shows.

6 tools

Jadx Daemon

4

A specialized MCP server that provides Android APK and DEX file decompilation capabilities using the jadx library, designed for malware analysis, reverse engineering, and security research.

JR East Train Delay

4

MCP (Model Context Protocol) Server. Provides real-time train delay information for JR East lines by scraping the official website and extracting structured status data for travelers and commuters.

1 tool

URL Fetcher

4

MCP (Model Context Protocol) Server. Enables fetching and processing content from URLs in various formats including HTML, JSON, Markdown, and plain text, with specialized tools for each format type and automatic content type detection for web research and data retrieval tasks.

7 tools