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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

TiDB AI

3

MCP (Model Context Protocol) Server. Integrates with TiDB AI to enable direct querying and response streaming within code editors through a lightweight Go-based bridge.

lifesciences-research

3

A comprehensive suite of 12 MCP servers providing structured access to life sciences databases like Open Targets, ChEMBL, UniProt, and HGNC to accelerate drug discovery and biomedical research.

14 tools

AI Pair Programmer

3

MCP (Model Context Protocol) Server. Ruby-based pair programming assistant providing five specialized tools for code review, brainstorming, performance analysis, and security audits through configurable AI model integration via OpenRouter.

5 tools

Qwen Code

3

An MCP server that integrates Qwen's large-context code analysis capabilities into AI assistants, allowing for advanced codebase exploration using @filename syntax and sandboxed code execution.

3 tools

Naver Search

3

MCP (Model Context Protocol) Server. Provides access to Naver's search APIs across multiple categories including blogs, news, books, images, and shopping items with structured responses optimized for Korean-language search capabilities.

13 tools

SparkMango

3

SparkMango is an MCP server that bridges the gap between blockchain and traditional web development by converting Solidity smart contracts into functional RESTful API implementations.

Esa.io

3

MCP (Model Context Protocol) Server. Integrates with esa.io knowledge management platform to enable searching, reading, creating, updating, and deleting posts and comments with support for advanced query parameters and content management features.

SourceSync.ai

3

MCP (Model Context Protocol) Server. Integrates with SourceSync.ai's knowledge management platform to enable namespace management, content ingestion, document retrieval, and semantic search capabilities for efficient information discovery and knowledge base interactions.

28 tools

Shopify

3

MCP (Model Context Protocol) Server. Integrates with Shopify's GraphQL API to enable e-commerce management tasks like inventory tracking, customer segmentation, order processing, and promotional campaign creation without switching interfaces.

18 tools

Claude Code Notification Hooks

3

Automatically enhances Claude Code with desktop notifications and contextual system sounds across macOS, Windows, and Linux. It intelligently maps operation events like successes, errors, and progress to native system alerts.

ARM64 Browser Automation

3

A specialized MCP server for ARM64 browser automation, providing direct Chrome DevTools Protocol control over Chromium on devices like Raspberry Pi and Apple Silicon.

22 tools

Setu UPI Deeplinks

3

A collection of MCP servers for Setu's APIs, enabling LLMs to perform KYC verifications and manage UPI payment links including generation and status tracking.

Dify Workflows

3

MCP (Model Context Protocol) Server. Enables dynamic tool discovery and execution across multiple Dify AI applications by automatically loading application configurations and converting input parameters to JSON schemas for robust workflow management.

Apple Ecosystem

2

A comprehensive MCP server for native macOS integration, enabling AI control over Messages, Notes, Contacts, Mail, Reminders, Calendar, and Maps through AppleScript and database access.

FRED (Federal Reserve Economic Data)

2

MCP (Model Context Protocol) Server. Provides access to Federal Reserve Economic Data for searching, retrieving, and analyzing economic indicators with specialized tools for comparing metrics, calculating statistics, and detecting trends in time series data.

9 tools

SearchAgora

2

A tool that connects AI assistants to the SearchAgora engine, enabling natural language product discovery, price comparisons, and filtering across thousands of online stores.

Testomatio

2

A specialized MCP server for Testomat.io that enables AI assistants to manage test suites, execute queries using Test Query Language (TQL), and handle custom QA fields and labels via API integration.

18 tools

Slack

2

A comprehensive MCP server that enables AI models to manage Slack workspaces through channel operations, user management, messaging, and advanced Block Kit formatting.

22 tools

Logic-LM (Answer Set Programming)

2

An MCP server that enables formal symbolic reasoning by translating natural language into Answer Set Programming (ASP) and executing it via the Clingo solver. It bridges LLMs with structured logic to solve constraint satisfaction and multi-step deduction tasks reliably.

4 tools

CoinGecko

2

MCP (Model Context Protocol) Server. Provides real-time and historical cryptocurrency market data through CoinGecko API integration, enabling access to current prices, market trends, and performance metrics for financial analysis and investment research.

5 tools

Thales CDSP CAKM MCP Server

2

An MCP server for the Thales CipherTrust Data Security Platform (CDSP) Cloud Key Management (CAKM) connector. This MCP server supports Ms SQL and Oracle databases.

10 tools

GitHub

2

MCP (Model Context Protocol) Server. Integrates with GitHub's API to enable repository management, code manipulation, and issue tracking for streamlined development workflows.

11 tools

TMDB

2

MCP (Model Context Protocol) Server. Provides a bridge to The Movie Database (TMDB) API, enabling retrieval of movie information, trending films, details, and reviews through type-safe TypeScript resources and tools.

3 tools

Google Search

2

MCP (Model Context Protocol) Server. Provides web search capabilities and webpage content extraction through Google Custom Search API, enabling access to search results and cleaned webpage content with minimal setup.

2 tools

Mempool.space

2

A comprehensive Bitcoin blockchain data server that integrates with mempool.space APIs. It provides real-time access to transaction details, address balances, mining statistics, and fee recommendations directly within MCP-compatible AI clients.

30 tools

PBS API

2

MCP (Model Context Protocol) Server. Provides access to the Australian Pharmaceutical Benefits Scheme (PBS) API for querying medicine listings, pricing, and availability data through multiple interfaces including stdio, HTTP/SSE, and command-line tools.

6 tools

MCP Toolkit

2

A versatile MCP toolkit providing AI models with a modular suite of tools for file system manipulation, database management (MySQL/Postgres/Redis), GitHub repository interaction, and web scraping with security constraints.

30 tools

Pokemon

2

MCP (Model Context Protocol) Server. Provides Pokemon data access through a local SQLite database with tools for information retrieval, comparison, searching by type/generation/stats, and type effectiveness analysis without requiring external API calls.

6 tools

Chatvolt

2

The Chatvolt MCP server connects AI agents to the Chatvolt platform, enabling automated management of conversational agents, CRM workflows, and datastores. It provides tools for creating multi-LLM chatbots with custom knowledge bases and automated customer engagement sequences.

20 tools

Tavily

2

MCP (Model Context Protocol) Server. Integrates Tavily's search API with HTTP/HTTPS proxy support for web search capabilities in restricted network environments.

3 tools