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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

PubMed Search

47

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.

1 tool

mcp-server-chart-minio

46

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.

22 tools

image-gen-mcp

46

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.

3 tools

gemini-cloud-assist-mcp

Validated
46

An MCP server that integrates Gemini Cloud Assist APIs to help users understand, manage, and troubleshoot Google Cloud Platform environments through natural language investigations.

4 tools

OpenAPI Schema

46

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.

10 tools

PowerPoint

46

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

10 tools

steel-mcp-server

46

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.

9 tools

NS Travel Information

46

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

46

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

46

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

46

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.

4 tools

Puppeteer vision

46

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.

1 tool

chm-converter

46

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

46

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.

1 tool

agent-toolkit

46

A toolset for AI agents to interact with Sanity projects, providing capabilities for GROQ querying, document management, and schema scaffolding across various frameworks.

7 tools

Inkdrop

46

A specialized MCP server for Inkdrop that provides comprehensive management of Markdown notes, notebooks, and tags through a local HTTP API integration.

11 tools

APIWeaver

46

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.

6 tools

ppt-translator

46

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.

7 tools

CoinMarketCap

46

Implements the complete CoinMarketCap API for accessing cryptocurrency market data, exchange information, and other blockchain-related metrics.

51 tools

Tavily Search

46

MCP (Model Context Protocol) Server. Perform web searches and retrieve structured results via Tavily.

1 tool

AI Cursor Scraping Assistant

46

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

45

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.

6 tools

Codex MCP Go

Needs Setup
45

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.

1 tool

nanobanana-mcp-server

45

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.

1 tool

RDF Explorer

45

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.

7 tools

Outlook Email

45

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.

6 tools

Human MCP

45

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.

7 tools

Recraft AI

45

Integrates Recraft AI's powerful image generation API to enable creation, editing, and enhancement of raster and vector images directly within MCP clients.

9 tools

Trello

45

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

45

An MCP server that bridges AI assistants like GitHub Copilot and Claude to the Calva Clojure REPL, enabling interactive code evaluation and structural editing.

8 tools