AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
MCP Chat
A command-line interface application that enables interaction with LLMs through document retrieval, command-based prompts, and extensible tool integrations using the Model Control Protocol architecture.
MCP Metaso
A Model Context Protocol server that enables Claude and compatible AI assistants to perform multi-dimensional searches (web, documents, scholarly articles, images, videos, podcasts) and parse webpage content using the Metaso AI search engine.
PostCrawl MCP Server
A Cloudflare Workers-based server that provides AI assistants with access to search and extract content from social media platforms, particularly Reddit, through the PostCrawl API.
GraphQL MCP Server
A Model Context Protocol server for executing GraphQL queries, allowing AI models to interact with GraphQL APIs through introspection and query execution.
AWS Documentation MCP Server
Provides tools to access AWS documentation, search for content, and get recommendations for both global and China AWS regions.
RSpace MCP Server
A proof-of-concept server that enables LLM agents to interact with RSpace API endpoints using the Model Context Protocol, allowing AI assistants to access and manipulate research data in RSpace.
Remote MCP Server on Cloudflare
A Model Context Protocol server that runs on Cloudflare Workers, enabling tools integration with Claude AI through OAuth login.
Meeting Transcript Analyzer
A multi-agent system that analyzes meeting transcripts to generate summaries, extract key points, and identify actionable tasks through an easy-to-use web interface.
Screenshot MCP Server
A Model Context Protocol server that enables natural language-driven screenshot capture on macOS, allowing users to take full desktop screenshots, capture specific windows, or select custom screen areas through Claude Desktop.
Newsbang MCP
Newsbang MCP is a powerful Model Context Protocol (MCP) server that provides access to real-time news intelligence through three essential tools: get_today_top_news,search_news,get_news_deep_report_and_analysis
TAK Server MCP
A Model Context Protocol server that integrates TAK Server with AI systems, providing geospatial-aware tools for querying, analyzing, and interacting with tactical data.
Remote MCP Server
A Cloudflare Workers-based server implementing the Model Context Protocol (MCP) that allows AI models to access custom tools without requiring authentication.
Remote MCP Server on Cloudflare
A server that implements the Model Context Protocol (MCP) on Cloudflare Workers, allowing Claude to access external tools through a secure OAuth login system.
MCP Chat
A command-line interface application that enables interactive chat with AI models through the Anthropic API, supporting document retrieval, command-based prompts, and extensible tool integrations.
yt-fetch
An MCP server that enables interaction with the YouTube Data API, allowing users to search videos, get video and channel details, analyze trends, and fetch video transcripts.
Aiven MCP Server
A Model Context Protocol server that provides access to Aiven's managed services (PostgreSQL, Kafka, ClickHouse, Valkey, OpenSearch) and connectors, enabling LLMs to build full stack solutions.
BlenderMCP
Connects Blender to Claude AI through the Model Context Protocol (MCP), enabling prompt-assisted 3D modeling, scene creation, and manipulation.
Pulseq MCP Expert Server
An AI-powered server that helps users understand Pulseq code and MRI physics principles through natural language interactions.
Nostr MCP Server
A Model Context Protocol server that enables AI models to interact with the Nostr network, allowing them to post notes and eventually send Lightning zaps to users.
Desk3 MCP Server
Cryptocurrency MCP Server! Free! This powerful tool is designed for blockchain enthusiasts, providing comprehensive, real-time cryptocurrency information at your fingertips. Whether you're an experienced trader or just starting your journey into the crypto world.
MistralMCP
A Python system that dynamically generates and orchestrates code-based tools in response to user requests using Mistral AI and LangChain.
FeedbackBasket MCP Server
Model Context Protocol server that enables AI assistants to query and analyze project feedback and bug reports from FeedbackBasket projects, with filtering by category, status, sentiment, and search capabilities.
Piper TTS MCP Server
Integrates Piper TTS into the Model Context Protocol, allowing AI assistants to convert text to speech and play it through speakers with customizable voice settings and volume control.
Weather MCP Server
Provides tools to fetch real-time weather data from the National Weather Service API, allowing users to retrieve weather alerts by state and detailed forecasts by coordinates.
automator-mcp
MCP server for macOS Automator that enables AI to control Mac computers by executing AppleScript/JXA, running automation workflows, and performing system-level tasks like sending emails and organizing files.
Remote MCP Server
A deployable server that implements the Model Context Protocol on Cloudflare Workers, enabling AI tools to be accessed from clients like Claude Desktop and Cloudflare AI Playground.
Workers + Stytch TODO App MCP Server
A Cloudflare Workers server that extends a traditional full-stack TODO application with Model Context Protocol support, enabling AI agents to interact with the app through Stytch authentication.
MCP Server Example
A complete working example of Model Context Protocol servers that exposes tools and functions over streamable HTTP, allowing AI assistants like Cursor to access capabilities such as web search via Tavily.
mcp-sqlserver
A Model Context Protocol (MCP) server that enables AI agents to interact with Microsoft SQL Server databases through secure, intelligent database operations. This server provides comprehensive CRUD capabilities, schema introspection, stored procedure execution, transaction management, and bulk opera
JSON Schema Validator MCP Server
A comprehensive server that enables validation of JSON data against JSON Schema Draft 2020-12, with support for external references, schema management, and real-time streaming validation.