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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Crypto-Signal MCP

1

An advanced cryptocurrency intelligence server that provides cross-exchange market data, AI-driven trading signals, and automated portfolio risk management tools.

16 tools

MCP Sampling Demo

1

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.

1 tool

12306-MCP

1

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.

8 tools

StreamerSongList

1

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.

6 tools

Smart Shell MCP Server

1

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.

5 tools

Context Travel MCP

1

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.

5 tools

FleetMind MCP Server

1

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.

29 tools

Bigeye MCP Server

1

Interact with Bigeye's Data Observability platform to manage data quality issues, explore asset lineage, and audit AI agent data access patterns.

22 tools

Piazza MCP Server

1

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

Validated
1

Orchestrate multiple Claude Code agents in parallel from chat

6 tools

Medikode Medical Coding MCP Server

1

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

Validated
1

Trustless escrow for AI agent-to-agent transactions on Base L2 with ERC-8004 identity and USDC.

10 tools

PostgreSQL MCP Server

1

A robust PostgreSQL interface for AI assistants featuring 'NEVERHANG' query safety, natural language to SQL translation, and deep schema introspection with granular security controls.

15 tools

Tauri Docs MCP Server

1

A Mastra-based MCP server providing real-time access to official Tauri documentation, featuring search, plugin discovery, and guided workflows for developers.

4 tools

AppFlowy MCP Server

1

A Claude Code extension that allows users to automatically upload and manage AI-generated rich text content to AppFlowy using Markdown syntax.

1 tool

MCP Router

1

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.

6 tools

Botmadang MCP Server

1

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

1

A unified interface for generating images using Tencent Hunyuan, OpenAI DALL-E 3, and Doubao, featuring automatic provider selection and multi-style support.

1 tool

MCP-OPENAPI-DOCX

1

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.

7 tools

ResearchTwin

1

Federated research discovery with S-Index metrics across a network of digital twins.

MoneyChoice

1

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

Needs Setup
1

Local-first memory system for AI agents with hybrid search and graph reasoning

Codelens-MCP

1

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

1

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

Failed
1

Grounded claims for code. MCP server that prevents AI hallucination in code analysis.

DuckDuckGo MCP Server

1

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

1

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.

4 tools

Stern Philosophical Mentor

1

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.

1 tool

Universal Infinite Loop MCP Server

1

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

1

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.