AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Replicate Recraft V3 MCP Server
A Model Context Protocol server that integrates the Replicate Recraft V3 model for advanced image generation. It supports synchronous and asynchronous workflows, granular style controls, and automatic local image downloads in WebP format.
LangChain & LlamaIndex Coding Assistant
A specialized MCP server for Claude that retrieves real-time, official documentation for LangChain, LlamaIndex, and OpenAI to facilitate context-aware AI development.
Microsoft Fabric MCP Server
A Model Context Protocol server that allows AI assistants to manage Microsoft Fabric and Power BI services, including dataset querying, workspace management, and notebook creation.
Weather MCP Server
A weather integration server for the National Weather Service API that allows AI assistants to retrieve active weather alerts by state and detailed local forecasts using geographic coordinates.
MCP LLMS-TXT Documentation Server
A documentation retrieval server that allows secure, audited access to documentation defined in llms.txt files with strict domain-based security controls.
Synergy/DE MCP Server
A robust MCP server for Synergy/DE documentation featuring full-text search, version-specific content retrieval, and LLM-optimized chunking for seamless technical assistance.
Viral Shorts
A specialized MCP server for discovering and analyzing viral YouTube Shorts through natural language, featuring advanced metrics like Views Per Hour (VPH) and engagement rates.
SQLite MCP Server
A comprehensive SQLite interface for AI agents featuring a context-preserving meta-table system that enables self-documenting database architectures.
AusLaw MCP
Enables users to search and retrieve Australian legislation and case law with full-text content extraction. Provides structured results with citation metadata and OCR support for archival PDFs.
Video Games MCP Server
A specialized MCP server providing direct access to the RAWG gaming database for searching titles, retrieving detailed metadata, and exploring trends and genres.
Gemini Imagen 3.0 MCP Server
Generates high-quality images using Google's Imagen 3.0 model via the Gemini API with support for up to four images per request. It provides automated file management and creates HTML previews for seamless image viewing within MCP-compatible hosts.
Remote MCP Server Authless
A template for deploying remote MCP servers on Cloudflare Workers using Server-Sent Events (SSE). It provides a foundation for developers to build and host custom tools without authentication for use with Claude Desktop and Cloudflare AI Playground.
Fountain Pen Ink MCP Server
Provides LLMs with specialized knowledge about fountain pen inks, enabling intelligent ink search, color matching, and recommendations through various tools.
ovice MCP Server
An MCP server that integrates with the ovice Public API to manage virtual office workspaces, groups, and users, featuring workspace administration and targeted notification capabilities.
MCP Multi-Language Sandbox
A local, Docker-isolated code sandbox that enables secure execution across six programming languages with pre-warmed container pooling and persistent sessions.
Enterprise Expense Automation System
A comprehensive MCP server for managing company operations including HR, expenses, and performance tracking via natural language, featuring SQLite storage and Google Gemini-powered analytics.
Knowledge Graph Memory Server
A persistent local knowledge graph that enables Claude to maintain long-term memory across sessions by storing and retrieving entities, relations, and observations.
HealthcareRAGTools
A clinical decision support system that uses RAG to log patient symptoms and retrieve similar cases or medical documentation from a Chroma vector database. It enables healthcare professionals to perform semantic searches across medical texts and manage patient symptom logs via an agentic AI interface.
Web Search MCP Server
A tool that enables free web searching via Google without requiring API keys, providing structured results including titles, URLs, and descriptions.
mcp-playwright-scraper
A headless browser-based web scraper that uses Playwright and BeautifulSoup to extract content from dynamic websites and convert it into high-quality Markdown using Pypandoc.
Wine Tasting Visual Vocabulary MCP Server
A specialized infrastructure server that uses category theory to translate expert wine tasting vocabulary into precise visual parameters for AI image generation. It maps oenological attributes like tannin, acidity, and terroir to compositional visual attributes such as texture, opacity, and color palettes.
bio-mcp-evo2
A specialized genomic MCP server that interfaces with the evo2 foundation model to generate, score, and analyze DNA sequences using local GPUs, SLURM clusters, or Nvidia NIM cloud APIs.
GoCD MCP Server
A specialized MCP server for interacting with GoCD continuous delivery platforms, allowing AI assistants to manage pipelines, analyze build failures, and query job statuses via the GoCD REST API.
Cloudflare Playwright MCP
A Cloudflare Workers-based MCP server that allows AI assistants to control a browser using Playwright for navigation, screenshots, and element interaction. It provides a bridge for LLMs to perform complex web automation and data extraction tasks through 14 specialized tools.
Korean Law MCP
An MCP server that provides deep access to South Korean legal data including statutes, precedents, and administrative rules via the National Law Information Center API.
Multi-Memory MCP Server
A multi-category knowledge graph memory server using SQLite to provide persistent, isolated contexts with unique ID-based operations and token-efficient TOON serialization.
Simple MCP Server
A TypeScript-based MCP server that enables Claude Desktop to perform file operations and retrieve system information, with built-in security features that restrict access to safe directories only.
Md2svg-mcp
A tool that converts Markdown content into high-quality SVG images, supporting headings, lists, tables, and custom styling.
Feishu Base MCP Server
A comprehensive MCP server for Feishu Base (Lark) that enables LLMs to perform full CRUD operations on records and manage database schemas, including tables and fields.
Personal Neo4j Memory Server
A Neo4j-based memory server for AI assistants featuring graph-based relationship tracking, semantic search via GDS, and specialized support for secure Cloudflare Access tunneling.