AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
IMAP Workflows
MCP (Model Context Protocol) Server. Provides robust email interaction capabilities through IMAP, enabling advanced email retrieval, searching, and management with first-class support for Gmail OAuth2 and app-specific password authentication.
Prompt Template Server (Go)
MCP (Model Context Protocol) Server. Lightweight Go server that loads and serves YAML-formatted prompt templates from a file system for easy organization and management of standardized prompts to AI models.
SCAST
MCP (Model Context Protocol) Server. Static Code Analysis and Visualization. Convert Code to UML and Flow Diagram and explain by AI.
askimo
AI Native App Client App with Built-in Knowledge Base & Multi-Provider Support (OpenAI, Gemini, Ollama, ...)
knowledge-mcp
A specialized Retrieval-Augmented Generation (RAG) server that allows AI agents to manage and query domain-specific knowledge bases built with LightRAG. It provides advanced search capabilities through knowledge graphs and vector embeddings to enhance AI reasoning.
mentor-mcp-server
A Model Context Protocol server providing LLM Agents a second opinion via AI-powered Deepseek-Reasoning R1 mentorship capabilities, including code review, design critique, writing feedback, and idea brainstorming through the Deepseek API.
mcp-domain-availability
A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx.
postman-mcp
An MCP server that provides full programmatic control over Postman workspaces, collections, environments, and requests for AI assistants.
fantasy-football-mcp-public
Yahoo Fantasy Football MCP server for Claude Desktop - Advanced lineup optimization, draft assistance, and league management. Built using Claude Code.
meta-prompt-mcp-server
A multi-agent orchestration server that implements the Meta-Prompting technique, transforming a single LLM into a collaborative team of a 'Conductor' and specialized 'Experts'.
teams-mcp
A comprehensive MCP server for Microsoft Teams and Graph API that enables AI assistants to manage chats, search messages via KQL, and interact with organizational data like users and channels.
claude-praetorian-mcp
A specialized MCP server for Claude Code designed to save context space by aggressively compacting web research and task outputs using the Token-Oriented Object Notation (TOON) format.
mcp-veo2
An MCP server that enables high-quality video generation using Google's Veo2 model, supporting text-to-video and image-to-video workflows with full control over generation parameters.
copilot-security-instructions
A security-focused MCP server that provides a comprehensive suite of prompts to guide AI assistants toward secure coding practices and identify vulnerabilities in Java, Node.js, C#, and Python codebases.
kaggle-mcp
A specialized MCP server for interacting with the Kaggle API, enabling users to search for, download, and automatically generate analysis prompts for data science datasets.
macOS Notification
A specialized MCP server for macOS that allows AI assistants to interact with the system's notification framework, providing visual banners, system sounds, and text-to-speech capabilities.
package-registry-mcp
A comprehensive MCP server for searching and retrieving real-time technical metadata, version history, and security advisories from NPM, Cargo, NuGet, PyPI, and Go registries.
Zilliz MCP Server
Enables AI agents to interact with Milvus vector databases and Zilliz Cloud, allowing for natural language cluster management, collection administration, and semantic search operations.
godot-mcp
MCP server for Godot game engine integration — control the Godot editor with AI
roampal-core
Outcome-based memory for Claude Code and OpenCode
AdsPower LocalAPI MCP Server
A Model Context Protocol server that enables LLMs to interact with AdsPower browser LocalAPI, allowing for operations like creating, opening, updating, and managing browser profiles with custom fingerprints.
Local Code Search
MCP (Model Context Protocol) Server. Locally indexes codebases using ChromaDB to enable semantic code search without sending code to external services, featuring real-time updates through file system watchers and configurable ignore patterns.
Qiniu MCP Server
The Qiniu MCP Server enables AI models to interact with Qiniu Cloud services including Kodo storage, CDN management, and live streaming controls. It allows users to manage buckets, process multimedia, and handle live stream configurations directly within an MCP-compliant client.
postgres-mcp
A robust PostgreSQL MCP server providing read-only database interaction through natural language queries, schema analysis, and hybrid vector search.
Polymarket
Real-time prediction market data from Polymarket - search markets, analyze prices, identify trading opportunities.
Claude Team
A multi-agent orchestration server that coordinates various AI models (Claude, GPT, Gemini) as specialized technical experts to collaborate on complex software development tasks. It provides automated task distribution, pre-built coding workflows, and project analysis tools to manage end-to-end development cycles.
Advanced Reasoning with DeepSeek
A specialized MCP server that leverages the DeepSeek-R1 model via OpenRouter and Gemini API to provide advanced analytical thinking, reflection, and sequential problem-solving capabilities.
A specialized MCP server for accessing Weibo data, enabling users to search for profiles, retrieve detailed user information, fetch social feeds, and monitor trending hot searches.
Youtube Uploader MCP
AI‑powered YouTube uploader—no CLI, no YouTube Studio.
Wikidata
MCP (Model Context Protocol) Server. Integrates with Wikidata to enable entity searches, property retrieval, and SPARQL queries for accessing structured knowledge about people, places, and concepts