AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
PubMed Search
MCP (Model Context Protocol) Server. Integrates with PubMed to enable natural language querying and analysis of biomedical literature for research and evidence-based decision making.
mcp-server-chart-minio
A server-side rendering service that generates over 22 types of charts and diagrams, automatically storing the results in MinIO for easy access via URL.
image-gen-mcp
A universal image generation MCP server that bridges multiple AI models including OpenAI's GPT-Image/DALL-E and Google's Imagen series with any MCP-enabled chatbot client.
gemini-cloud-assist-mcp
An MCP server that integrates Gemini Cloud Assist APIs to help users understand, manage, and troubleshoot Google Cloud Platform environments through natural language investigations.
OpenAPI Schema
A specialized MCP server that enables LLMs to explore, navigate, and search OpenAPI specifications. It provides deep introspection into API paths, operation details, request/response schemas, and security definitions directly from JSON or YAML schema files.
PowerPoint
MCP (Model Context Protocol) Server. Enables creation and editing of PowerPoint presentations with tools for slides, content, tables, charts and AI-generated images via Stable Diffusion
steel-mcp-server
An MCP server that enables LLMs to navigate and interact with the web using a Puppeteer-based Steel browser, featuring visual element identification and screenshot capabilities.
NS Travel Information
A comprehensive MCP server that provides real-time Dutch Railways (NS) data, including train departures, journey planning, ticket pricing, and station facility information.
Magento 2
MCP (Model Context Protocol) Server. Connects Claude to Magento 2 e-commerce platforms for querying product information, customer data, order statistics, and revenue metrics using natural language date expressions and geographical filtering.
dremio-mcp
The Dremio MCP server enables Large Language Models to interact with Dremio for data pattern discovery, workload analysis, and system introspection via specialized modes.
Databricks
MCP (Model Context Protocol) Server. Bridges Claude with Databricks environments, enabling natural language interaction with SQL warehouses and job management systems through FastAPI-based tools for running queries, listing jobs, and retrieving detailed information.
Puppeteer vision
Use Puppeteer to browse a webpage and return a high quality Markdown. Use AI vision capabilities to handle cookies, captchas, and other interactive elements automatically.
chm-converter
A Python-based utility that converts Compiled HTML Help (CHM) files into structured, AI-readable Markdown and builds indexed data for vector database integration.
Agent-Fusion
A local RAG semantic search engine for AI agents that provides instant, hallucination-free access to codebases and documents through hybrid search and knowledge graph traversal.
agent-toolkit
A toolset for AI agents to interact with Sanity projects, providing capabilities for GROQ querying, document management, and schema scaffolding across various frameworks.
Inkdrop
A specialized MCP server for Inkdrop that provides comprehensive management of Markdown notes, notebooks, and tags through a local HTTP API integration.
APIWeaver
An MCP server that dynamically creates MCP servers from web API configurations. This allows you to easily integrate any REST API, GraphQL endpoint, or web service into an MCP-compatible tool that can be used by AI assistants like Claude.
ppt-translator
A tool that translates PowerPoint presentations using Amazon Bedrock models while preserving original formatting, layouts, and styles. It supports entire presentations, specific slides, and batch processing with automatic font adjustment for target languages.
CoinMarketCap
Implements the complete CoinMarketCap API for accessing cryptocurrency market data, exchange information, and other blockchain-related metrics.
Tavily Search
MCP (Model Context Protocol) Server. Perform web searches and retrieve structured results via Tavily.
AI Cursor Scraping Assistant
MCP (Model Context Protocol) Server. Streamlines web scraper development for e-commerce sites by analyzing website structure, detecting anti-bot protections, and generating Scrapy or Camoufox scrapers through a structured workflow.
Axe Accessibility
A specialized MCP server for web accessibility testing that leverages axe-core and Puppeteer to audit URLs and HTML snippets for WCAG compliance. It provides detailed violation reports, color contrast analysis, and ARIA validation to help developers ensure their web content is accessible.
Codex MCP Go
A Go-based MCP server that wraps the OpenAI Codex CLI, enabling AI agents like Claude or Gemini to perform advanced code generation, debugging, and analysis through a structured tool interface.
nanobanana-mcp-server
A production-ready MCP server that leverages Google's Gemini models (Flash and Pro) for high-quality image generation up to 4K resolution with smart model selection and grounding.
RDF Explorer
MCP (Model Context Protocol) Server. Enables conversational exploration and analysis of RDF Knowledge Graphs through SPARQL queries, full-text search, and visualization tools in both local file and endpoint modes.
Outlook Email
MCP (Model Context Protocol) Server. Enables direct access to Microsoft Outlook email functionality for reading, searching, composing, and managing emails without leaving the conversation context.
Human MCP
MCP (Model Context Protocol) Server. Human-in-the-loop server that routes AI assistant requests to a human operator through a Streamlit UI, enabling creative and unpredictable responses while maintaining the illusion of automated interactions.
Recraft AI
Integrates Recraft AI's powerful image generation API to enable creation, editing, and enhancement of raster and vector images directly within MCP clients.
Trello
MCP (Model Context Protocol) Server. Integrates with Trello API to enable natural language management of boards, lists, and cards for streamlined project organization and task tracking without context switching.
calva-backseat-driver
An MCP server that bridges AI assistants like GitHub Copilot and Claude to the Calva Clojure REPL, enabling interactive code evaluation and structural editing.