AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
agenticmail
Email & SMS infrastructure for AI agents — send and receive real email and text messages programmatically
LinkedIn Posts Hunter
An MCP server that automates LinkedIn job post discovery using Playwright for scraping, SQLite for local data persistence, and a React dashboard for tracking opportunities.
dJEB
A bridge between Claude Desktop and JEB Decompiler that enables AI-assisted Android APK reverse engineering, including method decompilation, batch renaming, and resource analysis.
PubMed Search
MCP (Model Context Protocol) Server. Integrates with PubMed database via NCBI E-utilities API to search and retrieve academic papers, including titles, authors, journals, abstracts, and DOIs for biomedical research.
Memory LibSQL
A high-performance Go-based MCP server for persistent memory storage using libSQL, featuring multi-project support, vector search, and hybrid search capabilities for managing complex knowledge graphs.
mcp-vmanomaly
MCP Server for vmanomaly - VictoriaMetrics anomaly detection
AutoMac MCP
A toolset for macOS desktop automation that gives AI assistants full UI control via native accessibility APIs, OCR-based screen comprehension, and peripheral emulation.
llm-bridge-mcp
A model-agnostic Message Control Protocol (MCP) server that enables seamless integration with various Large Language Models (LLMs) like GPT, DeepSeek, Claude, and more.
Image Analysis (GPT-4 Vision)
MCP (Model Context Protocol) Server. Enables image analysis using GPT-4-turbo's vision capabilities for extracting information, generating descriptions, and answering questions about visual content
Claude Desktop Commander
MCP (Model Context Protocol) Server. Enables Claude Desktop to execute terminal commands and manage files on the user's computer with security measures like command blacklisting and path validation for cross-platform development workflows.
Onec Platform Help MCP Server
Provides a RAG-based search system for 1C:Enterprise platform documentation using hybrid BM25 and semantic search across multiple versions. It enables developers to retrieve API signatures, methods, and usage examples directly within IDEs or through a REST API.
Fusion360 MCP Server
Connects AI coding agents to Autodesk Fusion 360 for CAD automation, enabling natural language control over sketching, 3D modeling, and CAM operations. It uses a Python-based bridge and a custom add-in to execute over 80 tools ranging from simple geometry creation to complex assembly and parameter management.
JIRA
MCP (Model Context Protocol) Server. Integrates with Atlassian JIRA to retrieve issue details, list assigned tasks, and create tickets directly through conversation, using a modular architecture with clear separation between API clients, formatters, and tool implementations.
Terry-Form (Terraform)
MCP (Model Context Protocol) Server. Provides secure Terraform operations through Docker-containerized environments that isolate infrastructure planning and validation tasks, supporting init, validate, fmt, and plan operations with variable injection while restricting dangerous actions like apply or destroy for safe infrastructure code review and automated planning workflows.
mcp-video-extraction-plus
A versatile transcription MCP server that extracts text from video platforms like YouTube and Bilibili using local Whisper models or online ASR services from JianYing and Bcut.
Linear
MCP (Model Context Protocol) Server. Integrates with Linear's issue tracking platform, enabling creation, updating, and searching of issues, retrieval of assigned tasks, and comment addition through five specialized tools.
Context Mode
An MCP server that preserves LLM context by intercepting large data outputs and returning only concise summaries or relevant sections. It enables efficient sandboxed code execution, file processing, and documentation indexing across multiple programming languages and authenticated CLIs.
Discourse
An MCP server to search Discourse posts on a Discourse forum.
mcpshim
brainbox
Hebbian memory for AI agents. Learns file patterns, predicts next tools, saves tokens.
agentziwei
紫微AI,是一个紫微斗数解盘AI应用。Ziwei AI is an AI application for Ziwei Doushu chart interpretation.紫微AIは、紫微斗数のチャート解読のためのAIアプリケーションです。
MisterSandFR-supabase-mcp-selfhosted
A comprehensive MCP server for managing self-hosted or cloud Supabase instances, providing over 50 tools for database administration, authentication, storage, migrations, and performance monitoring.
Attestix
AI agent identity, W3C credentials, EU AI Act compliance. 47 MCP tools.
NotebookLM MCP
Integrates Google NotebookLM into Claude to allow users to manage notebooks, add sources, and generate diverse content like podcasts, slides, and reports. It enables natural language interaction with notebook sources across Claude Desktop and Claude Code.
Spire.Doc MCP Server
An MCP server that enables AI agents to create, manipulate, and convert Word documents without Microsoft Word installed. It supports 18 tools for paragraph/table management, document security, and high-fidelity conversion to formats like PDF, HTML, and Markdown.
nucleus-mcp
The Universal Brain for AI Agents - Cross-platform memory sync for Cursor, Claude, Windsurf
MCP-native URL security scanner that protects AI agent workflows.
Analyzes threats and verifies URLs align with the agent's intended goal.
Paparats
Semantic code search for AI coding assistants. Local Qdrant, multi-repo, no API keys.
telegram-notify-mcp
Send Telegram notifications from AI agents — text, photos, and documents.
Food402
An MCP server that enables AI assistants to order food from TGO Yemek by browsing restaurants, managing carts, and completing checkouts. It allows users to handle address selection and order tracking directly through natural language interactions.