AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
SuiAgentic
A FastAPI-based application that enables document embedding and semantic retrieval using Qdrant vector database, allowing users to convert documents into embeddings and retrieve relevant content through natural language queries.
Remote MCP Server
A Cloudflare Workers-based implementation of Model Context Protocol (MCP) server with OAuth login that allows tools like Claude to interact with custom functions remotely.
ClinicalTrials.gov Natural Language API Server
Enables users to query ClinicalTrials.gov using natural language instead of complex API parameters, translating plain English requests into structured API calls and returning organized clinical trial data.
FastAPI SSE MCP Random
A FastAPI server implementing the Model Context Protocol (MCP) for structured tool use, providing utility tools including random number generation, image generation via Azure OpenAI DALL-E, and AI podcast generation.
Gotas Commerce MCP Server
A bridge between AI assistants and cryptocurrency payment services that enables creating and verifying USDT transactions through the Gotas Commerce API.
Remote MCP Server Authless
A Cloudflare Workers-based Model Context Protocol server without authentication requirements, allowing users to deploy and customize AI tools that can be accessed from Claude Desktop or Cloudflare AI Playground.
Remote MCP Server on Cloudflare
A Model Context Protocol server that runs on Cloudflare Workers with OAuth login, allowing tools like the MCP Inspector and Claude Desktop to connect and use defined tools remotely.
cBioPortal MCP Server
A server that enables AI assistants to interact with cancer genomics data from cBioPortal, allowing users to explore cancer studies, access genomic data, and retrieve mutations and clinical information.
Overwatch2 MCP Server
An MCP server that provides Overwatch 2 hero data, allowing users to retrieve hero lists and detailed information about specific heroes.
Solana Agent Kit MCP Server
An implementation that enables interaction with the Solana blockchain through the Model Context Protocol, supporting all actions from the Solana Agent Kit for standardized protocol operations.
Reddit Content API
MCP server that enables interaction with Reddit, allowing users to read trending posts, analyze discussions, create posts, add comments, and vote on content through Claude and Cursor.
Mermaid-MCP
An MCP server that converts text inputs into visualized flowcharts, enabling AI clients to generate high-quality Mermaid diagrams directly from natural language descriptions or structured text.
MCP Gateway
A secure bridge that allows Large Language Models (LLMs) to interact with corporate APIs and services in a controlled and contextualized manner.
LW MCP Agents
A lightweight framework for building and orchestrating AI agents through the Model Context Protocol, enabling users to create scalable multi-agent systems using only configuration files.
Time-MCP
An agentic AI system that answers time-related questions by calling a time API tool and general questions using an LLM, accessible through a simple chat interface.
YOURLS-MCP
A Model Control Protocol server that enables Claude Desktop to interact with your self-hosted YOURLS URL shortener, allowing Claude to automatically shorten URLs, expand short URLs, and retrieve click statistics.
Remote MCP Server Authless
A serverless deployment for Model Context Protocol server on Cloudflare Workers without authentication requirements, enabling users to create custom AI tools accessible via Cloudflare AI Playground or Claude Desktop.
MCP Tekmetric
A Model Context Protocol server that allows AI assistants to interact with Tekmetric data, enabling users to query appointment details, vehicle information, repair order status, and parts inventory through natural language.
OmniFocus MCP
A Model Context Protocol implementation that connects Claude Desktop with OmniFocus 4, enabling natural language task management through AI.
Tavily News Search MCP Server
A remote MCP server that enables searching for news articles on specific topics through the Tavily API without requiring authentication.
Remote MCP Server
A Cloudflare Workers-based Model Context Protocol server that enables AI assistants like Claude to access external tools via OAuth authentication.
UseKeen Documentation MCP Server
Enables AI assistants to search documentation of packages and services to find implementation details, examples, and specifications.
Twitter MCP Tool
A Python-based tool that streamlines social media tasks by enabling users to post tweets, track username changes, fetch recent tweets, and send direct messages on Twitter.
Gemini MCP File Agent
A local server that enables Google's Gemini AI to safely read, write, and list files within a controlled sandbox folder on your computer through natural language chat interactions.
LLM Tool-Calling Assistant
Connects local LLMs to external tools (calculator, knowledge base) via MCP protocol, enabling automatic tool detection and execution to enhance query responses.
Weather & WordPress MCP Server
An integration tool that allows users to fetch weather alerts/forecasts from the National Weather Service API and retrieve latest posts from hafiz.blog through natural language interactions with Claude.
Remote MCP Server Authless
A serverless solution for deploying Model Context Protocol (MCP) servers on Cloudflare Workers without authentication requirements, enabling developers to create and access custom AI tools through the MCP standard.
Remote MCP Server on Cloudflare
A Model Context Protocol server deployment on Cloudflare Workers that enables tool usage in Claude and other AI models with OAuth authentication support.
FluidSynth MCP Server
A MIDI composition system that enables AI assistants to create music through FluidSynth, with capabilities for playing notes, creating melodies, managing tracks, and exporting audio.
Aviation Model Context Protocol
Integration platform for aviation data sources including weather, NOTAMs, airport information, and flight planning APIs, enabling comprehensive pre-flight preparation and in-flight decision support.