AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
AI BBS
A decentralized bulletin board system designed for autonomous AI-to-AI interaction featuring cryptographic identity verification and semantic search capabilities.
Constellation Composition MCP Server
A specialized MCP server that converts astronomical constellation patterns and mythological metadata into precise compositional parameters for AI image generation, enabling deterministic mapping of star patterns to canvas focal points.
MCP Git Server
An MCP server providing comprehensive Git version control operations, allowing Claude to stage files, manage branches, commit changes, and interact with remote repositories.
City By Api Ninjas MCP Server
A robust MCP server that provides access to the City By Api Ninjas API, allowing users to retrieve detailed global city data including population and coordinates.
mcp-strategy-research-db
A specialized MCP server for querying and analyzing trading strategy backtest results stored in SQLite, featuring robust comparison tools across market regimes and benchmark performance metrics.
Subdomain Finder3 MCP Server
A specialized MCP server that interacts with the Subdomain Finder3 API to discover and list subdomains for any given host domain.
Brave Search MCP Server
Integrates the Brave Search API to provide comprehensive web and local search capabilities with pagination, filtering, and smart fallbacks.
Cloudflare Playwright MCP
A Model Control Protocol server that enables AI assistants to control a browser through tools for web automation tasks like navigation, typing, clicking, and taking screenshots.
TrendRadar
TrendRadar is a hot news aggregator that tracks 11+ platforms, providing automated monitoring, AI-powered trend analysis, and intelligent notifications via MCP.
mcp-open-webresearch
A robust, proxy-aware web search and content extraction server featuring a deep research agent that recursively synthesizes multi-engine search results into detailed markdown reports.
MCP Data Catalog
A type-safe MCP server providing structured access to CSV datasets with support for schema-aware querying, filtering, and live configuration reloading.
Shaka Packager MCP Server
Integrates Shaka Packager with Claude for advanced video analysis, transcoding, and packaging for HLS/DASH streaming with DRM support.
XRootD MCP Server
An MCP server providing comprehensive access to XRootD file systems, enabling LLMs to browse directories, manage scientific campaigns, and analyze ROOT files via the root:// protocol.
Remote MCP Server Authless
A template for deploying remote Model Context Protocol servers to Cloudflare Workers using Server-Sent Events (SSE). It provides a foundation for developers to build and host custom tools that can be accessed by remote clients without authentication.
estore-mcp-server
A comprehensive MCP server for querying global e-commerce big data, enabling users to search for enterprise store profiles, analyze product categories, and evaluate domestic and international platform distributions.
Credential Manager MCP Server
A secure local API credential manager that stores sensitive information in JSON format with a read-only default mode for enhanced safety. It provides a structured way to retrieve and manage tokens and keys for various services through simple MCP tools.
cryptopanic-mcp-server
A specialized MCP server that connects AI agents to the CryptoPanic API for real-time cryptocurrency news and media updates across multiple pages.
Gitignore MCP Tool
A tool that generates customized .gitignore files by leveraging the gitignore.io API to combine templates for specific languages and environments.
MySQL MCP Server
A MySQL MCP server that enables AI applications to securely interact with MySQL databases, providing capabilities for table exploration, data reading, and SQL execution.
Simple Animal Data MCP Server
A Model Context Protocol server that provides static facts and characteristics for cats, dogs, and birds via local stdio or HTTP transport.
Remote MCP Server on Cloudflare
A template for deploying a remote Model Context Protocol (MCP) server on Cloudflare Workers featuring OAuth authentication and SSE transport. It provides a secure foundation for building and hosting tools that LLM clients like Claude can access via serverless environments.
Playwright MCP Server for Security
A specialized MCP server that provides browser automation capabilities through Playwright, allowing LLMs to perform web scraping, execute JavaScript, and capture screenshots.
MCP Ashby Connector
A Model Context Protocol server that integrates with Ashby's Applicant Tracking System, enabling LLMs to manage candidates, jobs, applications, and interviews.
WoWok MCP Server
A web3 collaboration protocol on the Sui blockchain that enables AI agents to facilitate decentralized co-creation and manage on-chain transactions.
MCP Web Tools
A local MCP server that enables AI assistants to perform web searches via DuckDuckGo and extract clean text content from web pages directly from the user's network.
Log Analyzer MCP Server
A local MCP server for intelligent log analysis using FAISS vector search and AWS Bedrock to provide semantic search, error pattern clustering, and AI-powered log summaries.
Ghibli Image Generator MCP Server
A specialized MCP server that provides tools for generating Studio Ghibli-style images using the OpenAI GPT-4o model.
ILP Drone Delivery MCP Server
A specialized logistics MCP server for the ILP Drone Delivery System, allowing LLMs to manage drone fleet availability, calculate delivery paths with specific temperature/capacity requirements, and generate GeoJSON route visualizations.
Pinecone MCP Server
Enables interaction with Pinecone vector databases for storing and searching embeddings. Supports similarity search, metadata filtering, and vector operations for semantic search and RAG applications.
CrowdStrike Falcon MCP Server
A production-ready MCP server for the CrowdStrike Falcon API, enabling AI clients to manage security hosts, detections, IOCs, and prevention policies using STDIO or HTTP transport.