AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Crypto-Signal MCP
An advanced cryptocurrency intelligence server that provides cross-exchange market data, AI-driven trading signals, and automated portfolio risk management tools.
MCP Sampling Demo
A demonstration MCP server illustrating the 'sampling' mechanism, which allows tools to request LLM completions from the host client instead of using external API keys.
12306-MCP
A comprehensive 12306 railway ticket search server that enables AI models to query train availability, station codes, city-wide station lists, and detailed train route information.
StreamerSongList
A read-only MCP server that integrates with StreamerSongList APIs to manage music queues, search song libraries, and retrieve streamer configurations for live streaming platforms.
Smart Shell MCP Server
A cross-platform command execution server that intelligently translates shell commands for different operating systems and automatically detects project-specific package managers like npm, bun, pip, and poetry.
Context Travel MCP
Enables Claude agents to manage their own context lifecycle by creating named checkpoints and resetting to them with handoff messages, preventing context fragmentation and confusion from summaries.
FleetMind MCP Server
FleetMind is an AI-powered delivery dispatch system that leverages Gemini 2.0 Flash to manage 29 tools for routing, orders, and driver assignments. It optimizes logistics by considering real-time factors like weather, traffic, and driver capabilities through a natural language interface.
Bigeye MCP Server
Interact with Bigeye's Data Observability platform to manage data quality issues, explore asset lineage, and audit AI agent data access patterns.
Piazza MCP Server
Enables interaction with Piazza to fetch posts and course information directly through Claude. Users can list configured courses and retrieve recent posts from specific classes via natural language commands.
claude-army
Orchestrate multiple Claude Code agents in parallel from chat
Medikode Medical Coding MCP Server
Enables AI assistants to access Medikode's medical coding platform for validating CPT/ICD-10 codes, performing chart quality assurance, parsing EOBs, calculating RAF scores, and extracting HCC codes from clinical documentation.
aegis-protocol
Trustless escrow for AI agent-to-agent transactions on Base L2 with ERC-8004 identity and USDC.
PostgreSQL MCP Server
A robust PostgreSQL interface for AI assistants featuring 'NEVERHANG' query safety, natural language to SQL translation, and deep schema introspection with granular security controls.
Tauri Docs MCP Server
A Mastra-based MCP server providing real-time access to official Tauri documentation, featuring search, plugin discovery, and guided workflows for developers.
AppFlowy MCP Server
A Claude Code extension that allows users to automatically upload and manage AI-generated rich text content to AppFlowy using Markdown syntax.
MCP Router
An intelligent routing server for Cursor IDE that analyzes task complexity and chat history to select the optimal LLM from 17 supported models based on quality, cost, and speed strategies.
Botmadang MCP Server
An MCP server that enables AI agents to interact with Botmadang, a Korean social networking service designed specifically for AI agents. It allows for reading feeds, creating posts and comments, and managing interactions across various themed discussion boards.
Multi-Provider Image Generation Server
A unified interface for generating images using Tencent Hunyuan, OpenAI DALL-E 3, and Doubao, featuring automatic provider selection and multi-style support.
MCP-OPENAPI-DOCX
A robust MCP server for programmatic Microsoft Word (DOCX) operations, enabling AI models to create, format, and export documents through structured tools and a RESTful API.
ResearchTwin
Federated research discovery with S-Index metrics across a network of digital twins.
MoneyChoice
The MoneyChoice MCP Server delivers institutional-grade economic forecasts powered by a proprietary quantum-inspired analytical framework that evaluates vast market state possibilities simultaneously rather than relying solely on historical price patterns. Since 2015, MoneyChoice Capital has maintained a documented 80%+ prediction accuracy rate through strict signal validation and full performance
cozo-memory
Local-first memory system for AI agents with hybrid search and graph reasoning
Codelens-MCP
An MCP server that gives Claude Desktop complete intelligence about any public GitHub repository. Research libraries, compare packages, audit dependencies, and explore codebases through natural conversation.
Floyd
Scheduling and booking engine for AI agents. Check availability, hold slots, and confirm appointments with two-phase booking and conflict-free resource management.
@createsomething/ground-mcp
Grounded claims for code. MCP server that prevents AI hallucination in code analysis.
DuckDuckGo MCP Server
A free and unlimited web search server that enables AI models to search, crawl, and research web content using DuckDuckGo without requiring API keys. It features parallel crawling and a smart ranking system to prioritize the most relevant information for complex queries.
Prompt Cleaner
A specialized MCP server designed to sanitize user prompts by redacting sensitive information like API keys, emails, and secrets using OpenAI-compatible APIs while maintaining prompt structure.
Stern Philosophical Mentor
A philosophical mentor MCP server that provides AI-driven guidance using a blend of rationalism and stoicism, featuring smart contract-based accountability on the Solana blockchain.
Universal Infinite Loop MCP Server
A goal-agnostic parallel orchestration framework that enables sophisticated multi-agent coordination for tasks like code generation, UI development, and research through specification-driven architecture. It utilizes wave-based generation and intelligent context management to execute complex, iterative agentic loops.
notebookLM2PPT
Enables AI models to convert NotebookLM PDF exports into high-quality PowerPoint presentations with automatic watermark removal and vector graphics preservation. It provides automated tools for slide conversion, metadata management, and document processing via the Model Context Protocol.