AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Bonsai BIM (Blender IFC)
Bonsai-mcp integrates Blender and Bonsai BIM with Claude, providing a suite of tools for querying, analyzing, and manipulating IFC building models, including quantity takeoff and construction budgeting.
WeCom
MCP (Model Context Protocol) Server. Integrates WeCom group messaging, enabling automated sending of diverse message types and file uploads for streamlined team communication and notifications.
Linked API MCP
A LinkedIn automation server that empowers AI assistants to perform lead generation, recruitment outreach, and profile analysis through a secure cloud browser.
unreal-mcp
A Model Context Protocol server that bridges Claude Desktop with Unreal Engine 5.3, allowing users to create and manipulate 3D scenes using natural language via the Remote Control API.
All-in-One
MCP (Model Context Protocol) Server. Integrates GitLab, Jira, Confluence, YouTube, and Google AI to provide search capabilities and utility tools for streamlined development workflows and project management tasks.
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.
postgres-mcp
A robust PostgreSQL MCP server providing read-only database interaction through natural language queries, schema analysis, and hybrid vector search.
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.
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.
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'.
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.
fantasy-football-mcp-public
Yahoo Fantasy Football MCP server for Claude Desktop - Advanced lineup optimization, draft assistance, and league management. Built using Claude Code.
postman-mcp
An MCP server that provides full programmatic control over Postman workspaces, collections, environments, and requests for AI assistants.
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.
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.
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.
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.
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.
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.
roampal-core
Outcome-based memory for Claude Code and OpenCode
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.
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.
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
Polymarket
Real-time prediction market data from Polymarket - search markets, analyze prices, identify trading opportunities.
selvage
An LLM-based code review MCP server with AST-powered smart context extraction
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
Youtube Uploader MCP
AI‑powered YouTube uploader—no CLI, no YouTube Studio.