AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
NexusDB
A comprehensive NexusDB MCP server for Delphi that enables complete database management including schema operations, transactional SQL execution, and advanced table maintenance.
smooth-operator-agent-tools
A specialized toolkit for developing AI agents that can control Windows systems, providing capabilities for UI automation, browser control through Playwright, and computer vision-based element detection.
KakaoTalk Emoticons
A specialized MCP server designed to automate the creation of KakaoTalk emoticons using AI generation, providing workflow tools for planning previews, asset generation, and specification validation.
Spider Chat
A tool for Claude Desktop to interact with Spider Chat's nonlinear conversation platform, allowing users to search and retrieve flows, memories, and user facts.
Supabase Self-Host
MCP (Model Context Protocol) Server. Self-hosted containerized MCP implementation with PostgreSQL backend for maintaining full control over sensitive data while providing persistent storage through Docker volumes.
Bruno API
MCP (Model Context Protocol) Server. Bridges AI systems with Bruno API collections, enabling direct execution of HTTP requests defined in .bru format with automatic environment variable parsing and schema generation for API testing and workflow automation.
Sample Data MCP
A tool for generating fixed-length test data records using field-specific constraints and the Faker library. It supports multiple data types like enums and dates, specifically formatted for creating realistic datasets.
Skill Router
A lightweight MCP server that enables AI agents to dynamically fetch specialized markdown-based skills and instructions using semantic search powered by FunctionGemma.
@agentgram/mcp-server
Official MCP Server for AgentGram - Connect Claude Code, Cursor, and other MCP-compatible AI tools to the AI Agent Social Network
MCP Simple Server
A minimal reference implementation of an MCP server featuring basic math calculation tools and streamable HTTP transport support for cloud deployment.
Obsidian
A bridge for Claude Code to interact with Obsidian vaults, enabling automated markdown file creation, project-specific organization, and the ability to read vault content via Obsidian URLs.
Amadeus Flight Search
A comprehensive MCP server that integrates with the Amadeus API to provide real-time flight search, airport details, flight status tracking, and airline information directly to AI models.
TMDB
A comprehensive MCP server providing access to The Movie Database (TMDB) API for searching and retrieving details on movies, TV shows, and entertainment professionals.
DALL-E
MCP (Model Context Protocol) Server. Integrates with OpenAI's DALL-E API to enable image generation with fine-grained control over parameters including model selection, size, quality, and style through a command-line interface.
CosmWasm Social Graph
MCP (Model Context Protocol) Server. Enables interaction with CosmWasm-based social graph smart contracts for creating, updating, querying, and deleting decentralized relationship data through blockchain transactions.
Mailchimp
MCP (Model Context Protocol) Server. Integrates with Mailchimp's marketing platform API to enable email campaign management, creation, sending, and automation workflow control through the FastMCP framework.
MySQL MCP Server
A MySQL database connector for the Model Context Protocol that enables executing SQL queries and monitoring connection health through MCP-compliant clients.
regen-compute-credits
MCP server that connects AI compute usage to verified ecological credit retirement on Regen Network. Estimate your session footprint, browse carbon and biodiversity credits, and retire them on-chain via credit card.
Expense Tracker MCP Server
A comprehensive financial management engine for AI assistants that enables smart expense tracking, multi-category budgeting, and real-time affordability analytics via the Model Context Protocol.
EnrichB2B
MCP (Model Context Protocol) Server. Integrates with EnrichB2B API to provide real-time LinkedIn data access for B2B research, sales intelligence, and professional networking analysis.
FindMine Shopping Stylist
Integrates FindMine's styling API to provide fashion recommendations, complete outfit completion, and visual search capabilities for e-commerce platforms.
AMap Weather MCP
An MCP server that provides real-time weather updates, 4-day forecasts, and comprehensive city search functionality for Chinese regions using the AMap API.
Bilibili
MCP (Model Context Protocol) Server. Integrates with Bilibili's search API to find videos, users, and content on China's popular video platform by keyword with structured results.
Ollama
An MCP server that integrates with Ollama to provide local LLM inference capabilities, supporting model management and private, offline processing within the Model Context Protocol framework.
SEO AI (Google Ads Keyword Planner)
MCP (Model Context Protocol) Server. Connects AI systems to Google Ads Keyword Planner API for SEO automation through keyword research, SERP analysis, and competitor insights without leaving conversations.
Ndlovu Code Reviewer
A code review assistant that automates gathering git diffs and lint results for JavaScript, TypeScript, and Vue files, providing structured AI-powered feedback via the Gemini CLI.
GraphQL
MCP (Model Context Protocol) Server. Enables LLMs to interact with GraphQL APIs through schema introspection and query execution, with security measures like disabled mutations by default.
Famxplor
A specialized MCP server providing location-based search for curated, family-tested travel activities worldwide using the Famxplor database.
MCP Energy Hub
A specialized MCP server providing real-time US power grid intelligence, carbon intensity data, and optimization tools for carbon-aware AI compute scheduling.
Cryptocurrency Technical Analysis
MCP (Model Context Protocol) Server. Provides real-time cryptocurrency technical analysis through FastMCP, calculating 12 and 26-period EMAs for Binance trading pairs using MongoDB-stored OHLCV data and Server-Sent Events.