AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
IMDB MCP Server
Provides access to IMDB movie and person data, including searches, cast details, and top-rated lists through the Model Context Protocol. It enables LLMs to fetch structured cinematic metadata and filmographies using the Cinemagoer backend.
Sentry MCP Server
Enables interaction with Sentry's error tracking platform to fetch and manage issue details, events, and project information through the Sentry API.
Rippling MCP Server
Connects AI agents to the Rippling HR/IT/Finance platform to query employees, manage leave requests, and view organizational structures. It provides eighteen tools for accessing company data, employee details, and administrative activities through the Rippling API.
CourtListener Legal Research MCP Server
Enables legal research across 3,352 U.S. courts using the CourtListener API, providing access to case search, precedent analysis, judge patterns, citation validation, and federal PACER dockets through natural language queries.
Hello Widget Example
A minimal ChatGPT app demonstrating interactive greeting widgets with confetti animations and theme support, built as an MCP server example using Smithery CLI.
Sheeter MCP Server
Enables Claude Desktop to interact with Google Sheets through the Sheeter API, allowing users to create, read, write, update, and analyze spreadsheet data through natural language conversations.
Saju Fortune-Telling MCP Server
Provides Korean traditional Saju (Four Pillars of Destiny) fortune-telling analysis including birth chart calculations, compatibility checks, daily/yearly fortunes, calendar conversions, and personalized life advice based on ancient Eastern astrology.
Thordata MCP Server
Enables AI models to scrape and extract structured data from any website globally using a 195+ country proxy network with JavaScript rendering, anti-bot bypass, and output in Markdown, HTML, or Links format.
Financial Modeling Prep MCP Server
Provides AI assistants with access to comprehensive financial data including real-time stock quotes, company fundamentals, financial statements, market analysis, SEC filings, and economic indicators through 253+ tools across 24 categories.
12306 Train Ticket Search MCP Server
Enables searching for train tickets on China's 12306 railway system, including ticket availability queries, train filtering, station stopover information, and transfer route planning.
Riot Games API Documentation
Provides access to comprehensive Riot Games API documentation for League of Legends, Teamfight Tactics, Valorant, and Legends of Runeterra, including endpoint details, parameters, and response formats.
Gemini-Imagen4
Generate high-quality images from text descriptions using Google's Imagen 4.0 models with multiple quality variants, flexible aspect ratios, and local file storage.
COTI MCP Server
Enables AI applications to interact with the COTI blockchain for private token operations, supporting account management, private ERC20/ERC721 tokens, and secure transactions using Multi-Party Computation (MPC) technology.
Marinade Finance MCP Server
Enables interaction with Marinade Finance on Solana, supporting liquid staking operations (stake/unstake SOL for mSOL), token transfers, balance checks, protocol state queries, and documentation search.
Financial Modeling Prep MCP Server
Provides AI assistants access to comprehensive financial data including real-time stock quotes, company fundamentals, financial statements, market analysis, economic indicators, and 250+ financial tools across 24 categories from Financial Modeling Prep API.
Taoke MCP
Enables affiliate marketing and product promotion across Taobao, JD.com, and Pinduoduo platforms with link conversion, product search, and order tracking capabilities.
Google Calendar MCP Server
Enables AI assistants to interact with Google Calendar through OAuth 2.1 authentication, supporting full calendar and event management including creation, updates, deletion, and search across multiple calendars.
Airbnb MCP Server
Enables searching for Airbnb listings and retrieving detailed property information including pricing, amenities, and host details without requiring an API key.
Context7 MCP
Provides LLMs with up-to-date, version-specific documentation and code examples from library sources directly into prompts, eliminating outdated code generation and hallucinated APIs.
MySQL MCP Server
Enables LLMs to query and analyze data across multiple MySQL databases with enterprise data federation, intelligent caching, cross-system analytics, and automated schema discovery for comprehensive business intelligence.
Somnia MCP Server
Enables interaction with Somnia blockchain data, providing tools to retrieve block information, token balances, transaction history, and NFT metadata through the ORMI API.
Keyword Search MCP Server
Enables case-insensitive keyword search within files, returning matching lines with their line numbers through a FastAPI-powered interface.
MCP Web Tools Server
Provides web connectivity tools for searching the web via DuckDuckGo or SerpAPI, fetching URL content, and extracting readable text from web pages.
MCP Smart Filesystem Server
Provides LLM-optimized filesystem access with intelligent file pagination for large files, lightning-fast ripgrep-powered code search with regex support, and security sandboxing to safely explore and search codebases.
Keploy
Keploy is an open-source AI-powered testing platform that helps developers achieve up to 90% test coverage in minutes without writing manual tests. It captures real API traffic and automatically converts it into test cases with mocks and stubs, ensuring faster, reliable integration and regression te
MCP Server Project
A template/boilerplate MCP server for building custom tools and integrations that enable seamless connections between AI applications and external data sources.
SupprMCP
AI-powered document translation and academic search service. Supports high-quality translation of PDF, DOCX, PPTX and other formats in 11 languages with optimized mathematical formula handling. Includes PubMed-integrated intelligent literature search for researchers. https://suppr.wilddata.cn/
Databricks MCP Server
Enables AI agents to access enterprise data from Unity Catalog (vector search, functions, Genie spaces) and perform developer actions in Databricks like managing notebooks and running jobs.
MCP Agentic AI Server
A dual-server MCP implementation with task-based AI processing using Google Gemini API, featuring tool integration, real-time monitoring dashboard, and extensible framework for custom AI workflows.
Ressl AI MCP Server
Provides file search functionality with tools for both partial keyword matching and exact word search, returning detailed results with line numbers and column positions.