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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Etherscan MCP Tool

A tool that enables users to interact with blockchain data to retrieve token total supply, chain IDs, and filtered RPC endpoints across different blockchain networks.

Math Operations MCP Server

Enables AI applications to perform basic mathematical operations like addition and subtraction through MCP tools. Also provides REST API endpoints for the same operations.

OSRS MCP Server

This server enables interaction with the Old School RuneScape (OSRS) Wiki API and provides access to extensive game data definitions for items, NPCs, and interfaces. It allows users to search the wiki and query underlying game files through the Model Context Protocol.

Nemo

An MCP server that enables users to transform AI conversations into a structured, searchable knowledge base by saving ideas, code snippets, bookmarks, and reminders. It supports persistent storage through Supabase or PostgreSQL and includes webhook integrations for automating workflows with external tools.

SparkForge — 20+ Utility APIs with x402 Micropayments

20+ pay-per-use APIs: image gen, crypto data, email verify, SSL check, web scraping, and more.

Xcode MCP Server

Enables AI assistants to manage Xcode projects by listing targets, reading configurations, and triggering builds via the Model Context Protocol. It facilitates natural language interaction with macOS developer tools to streamline iOS app development processes.

Cocos MCP Log Bridge

A powerful log bridging tool that synchronizes log information between Cocos Creator editor and Cursor AI, helping developers analyze and solve problems more effectively.

Example Next.js MCP Server

A drop-in Model Context Protocol server implementation for Next.js projects that enables AI tools, prompts, and resources integration using the Vercel MCP Adapter.

MCP Prompt Enhancer

Intelligently analyzes codebases to enhance LLM prompts with relevant context, featuring adaptive context management and task detection to produce higher quality AI responses.

MCP

A multi-agent weather intelligence system that provides real-time conditions, forecasts, and proactive alerts through a coordinated team of specialized agents including travel and intelligence specialists.

5 tools

Volterra Knowledge Engine

A read-only Model Context Protocol server that exposes a semantic knowledge base to AI agents via 27 tools. It enables querying of documents and data integrated from sources like Notion, SharePoint, HubSpot, and Slack.

Pwno MCP

Enables stateful binary analysis and pwn research through GDB/pwndbg debugging capabilities. Supports loading binaries, setting breakpoints, memory analysis, compilation with sanitizers, and process management for vulnerability research.

Hetzner MCP

Enables users to manage Hetzner Cloud resources including servers, load balancers, and volumes through natural language commands. It facilitates infrastructure operations such as resource creation, security configuration, and real-time pricing queries within AI-powered environments.

ethereum-validator-queue-mcp

An MCP server that tracks Ethereum’s validator activation and exit queues in real time, enabling AI agents to monitor staking dynamics and network participation trends.

dao-proposals-mcp

An MCP server that aggregates live governance proposals from major DAOs enabling AI agents to track, analyze, and act on decentralized decision-making in real time.

OpenManager Vibe V4 MCP Server

A natural language-based server analysis and monitoring system that automatically processes user queries about server status and provides detailed responses with visualizations.

Hashkey MCP Server

A Model Context Protocol server that provides onchain tools for AI applications to interact with the Hashkey Network, enabling cryptocurrency transfers, smart contract deployment, and blockchain interactions.

FrontendLeap MCP Server

A Model Context Protocol server that enables Claude and other AI assistants to generate personalized, contextually-relevant coding challenges in JavaScript, TypeScript, HTML, and CSS.

blockbeats-mcp

An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.

SerpApi MCP Server

A SerpApi integration for the Model Context Protocol that provides access to real-time search results from major engines like Google, Bing, and DuckDuckGo.

1 tool

PatternStack

Provides crowdsourced package intelligence and security alerts for AI coding assistants by analyzing project dependencies and framework co-occurrence. It enables automated project scans, package alternative discovery, and data-driven recommendations across multiple programming ecosystems.

SmoothSend MCP Server

Enables AI assistants to help developers integrate gasless transactions on the Aptos blockchain by providing access to documentation, code snippets, and transaction cost estimation. It facilitates interaction with the SmoothSend SDK and API through MCP-compatible tools like Cursor and Claude.

librarian

An MCP server that enables LLMs to search, summarize, and retrieve detailed information from Wikipedia across multiple languages. It supports proactive automated fact-checking for verifying factual claims using Wikipedia's database.

5 tools

MCP VectorStore Server

Provides advanced document search and processing capabilities through vector stores, including PDF processing, semantic search, web search integration, and file operations. Enables users to create searchable document collections and retrieve relevant information using natural language queries.

ARC MCP Server

A Node.js server that hosts AI agents and manages integrations with various data sources like Supabase, supporting automated database setup and deployment to Vercel.

Linear

A Linear integration server for MCP that enables AI models to manage software development workflows by creating issues, searching teams, and tracking sprint progress.

7 tools

Obsidian Palace MCP

Turns an Obsidian vault into an AI memory palace by providing tools for intent-based storage, full-text search, and Dataview query support with automated link management.

19 tools

Google Workspace MCP Server

Provides comprehensive natural language control over Google Workspace services including Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms, Tasks, and Chat. Features multi-user OAuth 2.1 support, flexible tool tiers, and seamless integration with AI assistants.

YouTube Toolbox

An MCP server that provides AI assistants with powerful tools to interact with YouTube, including video searching, transcript extraction, comment retrieval, and more.

MCP GPT Image 1

MCP GPT Image 1