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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

stacksagent-mcp

3

An AI-powered development skill for building Stacks blockchain applications, offering extensive knowledge on Clarity smart contracts, DeFi integration, and Stacks.js.

CryptoWeather

3

A specialized MCP server that integrates with CryptoWeather AI to provide real-time Bitcoin price prediction signals, trading recommendations, and performance metrics directly within Claude.

4 tools

Code Sandbox

3

A secure, Docker-based MCP server that providing stateful code execution and syntax validation across 12 programming languages including Python, JavaScript, Java, and Ruby with strict resource isolation.

3 tools

Spring Boot Bridge

3

MCP (Model Context Protocol) Server. Automatically converts Spring Boot REST applications into MCP servers, enabling AI tools to interact with existing Spring APIs without rewriting backend services.

Dify.ai Workflow

3

MCP (Model Context Protocol) Server. Integrates with Dify.ai's workflow applications by transforming Dify workflows into dynamically discoverable tools with parameter validation and response formatting capabilities.

SubspaceDomain

3

MCP (Model Context Protocol) Server. macOS-native bridge server that enables seamless communication between AI clients, providing Unix socket transport, persistent registration, and robust connection handling for coordinated tool execution across multiple models.

DigitalOcean

3

A comprehensive DigitalOcean infrastructure management server providing 48 tools for droplets, volumes, load balancers, firewalls, and Kubernetes clusters. It enables full CRUD operations and network policy management through a unified MCP interface.

58 tools

faf-one-svelte-new

3

A toolset for initializing and managing Svelte projects using the 'sv' CLI, facilitating project creation, development setups, and professional builds.

xk6-infobip-mcp

3

A k6 extension that enables performance and load testing of MCP servers by providing a JavaScript API to create clients and call tools.

Warpcast

3

MCP (Model Context Protocol) Server. Integrates with Warpcast to enable posting, reading, searching, and managing interactions on the Farcaster social network for automated content curation and trend analysis.

9 tools

Apollo IO MCP Server

3

apollo.io mcp server. Get/enrich contact data for people and organizations agentically.

7 tools

mcp-inspector

3

A specialized MCP server for Nette Framework introspection, allowing AI agents to analyze DI containers, database schemas, and application routing. It provides deep visibility into Nette internals to assist with debugging, architecture analysis, and code generation.

8 tools

WebMiliastra Nodes Editor

3

A specialized MCP server for managing WebMiliastra node graph documents and projects, facilitating the creation, validation, and storage of graph JSON files.

Inoreader

3

An MCP server that integrates Inoreader to manage RSS feeds, retrieve and filter articles, and perform automated sentiment analysis and trend discovery through Claude.

deploy-mcp

3

Universal deployment tracker for AI assistants with live status badges and deployment monitoring.

5 tools

Replicate

3

MCP (Model Context Protocol) Server. Integrates with Replicate to provide access to AI models for image generation, with features like parameter customization and output resizing.

Toolhouse

3

This MCP server acts as a bridge to the Toolhouse platform, allowing AI models to access sets of tools managed through Toolhouse bundles.

Meson Cross-Chain Transfer

3

MCP (Model Context Protocol) Server. Enables secure cross-chain cryptocurrency transfers between Ethereum, Arbitrum, Avalanche, and other blockchains using the Meson Protocol, with local private key processing for enhanced security.

3 tools

RSS3

3

A specialized MCP server that integrates with the RSS3 API to provide real-time access to open web data across decentralized chains, social media platforms, and the RSS3 network.

LSD Web Data Extraction

3

This MCP server provides advanced web data extraction and research capabilities by leveraging the LSD programming language and community-created 'trips' for structured data retrieval.

AMap (Gaode Maps)

3

MCP (Model Context Protocol) Server. Integrates with AMap (Gaode Maps) API services in China for coordinate conversion, place searching, and transportation route planning between locations.

Forward Networks

3

A specialized MCP server for interfacing with the Forward Networks platform, providing tools for network topology analysis, path tracing, and automated configuration auditing.

Lead Qualifier

3

MCP (Model Context Protocol) Server. Automates sales lead qualification by extracting and scoring prospect information from conversations and seamlessly syncing qualified leads to CRM systems

1 tool

Deep Research Gemini

3

A multi-agent deep research server that utilizes CrewAI and Gemini 2.5 Pro to perform complex web searches via the LinkUp API and synthesize findings into detailed reports.

Openfort

3

A plug-and-play MCP server that enables AI assistants to manage wallet infrastructure, automate project configuration, and scaffold applications using Openfort's infrastructure.

ACMS

3

A Model Context Protocol server providing programmatic access to Apple's container CLI on macOS, enabling automated container management via 50+ operations.

Git Conflict Manager

3

An MCP server designed to streamline Git merge conflict resolution through structured interaction and a built-in visual WebUI. It enables AI agents and developers to detect, read, and resolve conflicts with syntax highlighting and editor integration.

SmartMemory

3

A neuro-symbolic memory system that combines knowledge graphs with language models to help AI assistants learn and store structured business rules and facts from dialogue.

Gemini 2.0 Flash

3

MCP (Model Context Protocol) Server. Enables direct access to Google's Gemini 2.0 Flash model from Claude Desktop through a bidirectional communication channel that maintains conversation context for natural interactions.

1 tool

Asgardeo

3

MCP server to interact with your Asgardeo organization through LLM tools.

19 tools