AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
AMP (Agent Memory Protocol)
A persistent local memory server for AI agents that provides episodic and semantic storage with a visual dashboard. It allows agents to retain context across sessions using a 3-layer brain architecture comprising short-term, long-term, and graph-based memory.
Kibela
A Model Context Protocol server that integrates with Kibela, allowing AI assistants to search, read, create, and update organizational notes and documentation.
mcp-server-subagent
MCP for letting agents delegate tasks to sub-agents (Claude Code, Aider, Q)
gh-mcp
A GitHub CLI extension that seamlessly runs the github-mcp-server in Docker using your existing gh authentication. Eliminates manual PAT setup by automatically retrieving GitHub credentials and launching the MCP server with proper authentication.
automagik-tools
From API to AI in 30 Seconds - Transform any API into an intelligent MCP agent that learns, adapts, and speaks human
Gemini Nanobanana (Image Generation)
A text-to-image generation server for Claude that utilizes Google's Gemini 2.5 Flash API to create, edit, compose, and style images with automatic file saving.
ContextStream MCP Server
A shared memory and intelligence layer for AI development that provides semantic code search, dependency graph analysis, and persistent session context across various AI tools.
arxiv-mcp-server
MCP server for arXiv.org - Search, analyze, and export academic papers with AI assistants. Features advanced paper discovery, citation analysis, trend tracking, and multi-format exports.
Google Calendar
A TypeScript-based MCP server that provides comprehensive Google Calendar integration, allowing AI assistants to manage calendars and schedule events using OAuth 2.0 with persistent authentication.
@nicepkg/vsync
Sync MCP servers, Skills, Agents & Commands across Claude Code, Cursor, OpenCode, Codex. One config, all tools.
Frontapp
MCP (Model Context Protocol) Server. Integrates Claude with Front customer communication platform, enabling AI to manage conversations, contacts, and accounts directly through the Front API with webhook support for real-time event handling.
Pega DX API
A comprehensive MCP server enabling conversational workflow automation and case management by bridging Pega Infinity's DX APIs with natural language AI interfaces.
memory-visualizer
Interactive visualizer for Anthropic's Memory MCP knowledge graphs. Instantly explore, debug, and analyze entities, relations, and observations from memory.json files in the Model Context Protocol.
BinAssist (Binary Ninja)
BinAssistMCP integrates Binary Ninja with LLMs to provide advanced reverse engineering capabilities, including decompilation, multi-level intermediate representation analysis, and automated symbol management.
porkbun-mcp-server
MCP server implementation for managing domains, DNS, and SSL via the Porkbun API.
mcp-meme-sticky
Create AI generated memes using MCP Meme Sticky. Can converted generated memes into stickers for Telegram or WhatsApp (WA coming soon). ✨ no APIs required ✨.
Pinner MCP
A specialized MCP server designed to secure software supply chains by automatically pinning GitHub Actions and Docker container base images to their immutable SHA digests.
Blender-MCP-Server
MCP server addon for Blender - Control Blender via AI agents through 51 powerful tools. Made to be used with PolyMCP for intelligent tool orchestration. Features thread-safe execution, auto-dependency installation, and complete 3D workflow automation.
Kibela
MCP (Model Context Protocol) Server. Bridges to Kibela's knowledge management platform, enabling search, creation, and management of notes, folders, comments, and groups within workspaces through GraphQL API calls.
SonarQube Metrics
MCP (Model Context Protocol) Server. Integrates with SonarQube to provide code quality metrics like bugs, vulnerabilities, code smells, coverage, and duplication density at project and component levels for development teams.
Ethers Wallet
MCP (Model Context Protocol) Server. Integrates with Ethereum networks and smart contracts using ethers.js to enable wallet operations, transaction management, and blockchain interactions.
Novita AI GPU Cloud
A specialized MCP server for managing Novita AI GPU cloud resources, enabling the creation, monitoring, and control of GPU instances and storage directly through AI assistants.
Microsoft Sentinel
MCP (Model Context Protocol) Server. Integrates with Microsoft Sentinel to enable security analysts to execute KQL queries, manage analytics rules, investigate incidents, and perform threat intelligence lookups directly from their AI environment.
Code Backup
MCP (Model Context Protocol) Server. Provides specialized backup and restoration for code editing tools, creating timestamped snapshots with contextual metadata that preserve both file content and agent reasoning for quick recovery from risky edits.
Tasks Organizer
An MCP server that converts Cursor agent plans into organized Markdown task lists, supporting task tracking, status updates, and automated repository management via a dedicated .tasks folder.
Substrate Blockchain
MCP (Model Context Protocol) Server. Enables direct interaction with Substrate blockchain networks for querying account balances, accessing storage, submitting transactions, and retrieving blockchain data with optional transaction signing capabilities.
Gmail
A Google Apps Script powered MCP server that enables Claude to search Gmail messages, retrieve full email content, and download attachments.
Patchright Stealth Browser
MCP (Model Context Protocol) Server. Provides stealth browser automation capabilities through a containerized server that avoids anti-bot detection systems while offering essential tools for navigating websites, interacting with elements, and extracting content.
Cisco Support APIs
A production-ready MCP server integrating Cisco's Support APIs, providing comprehensive access to bug databases, case management, PSIRT security data, product lifecycle (EoX), and RMA tracking.
YouTube
MCP (Model Context Protocol) Server. Integrates with YouTube to enable video content analysis through transcript extraction, search, comment retrieval, and content summarization for research and educational insights