AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
MCP Server Boilerplate
A starter template for building custom MCP servers that can integrate with Claude Desktop, Cursor, and other AI assistants. Provides example tools, TypeScript support, and automated publishing workflows to help developers quickly create their own MCP servers.
icons8-mcp
Huge icon packs up to 40K icons in your vibe-coding projects. Tell your AI "make these icons colored" or "add food icons" – full coverage guaranteed. Free PNG, $15 SVG.
Agricultural AI MCP Server
Provides real-time crop price data from Indian government sources and agricultural web search capabilities. Enables AI chatbots to access comprehensive agricultural market information and news for farming-related queries.
mcp-server
Enables AI tools to interact with ConfigCat's feature flag platform. Supports managing feature flags, configs, environments, products or organizations. Helps to integrate ConfigCat SDK, implement feature flags or remove zombie (stale) flags.
Radius MCP Server
Enables AI agents to authenticate users, manage calendar events, create meetings, and maintain persistent API sessions for seamless integration with Russian business platforms. Provides comprehensive business productivity capabilities including session management, password operations, and cross-user calendar coordination.
MCP SSH Session
Enables AI agents to establish and manage persistent SSH connections to remote hosts for executing commands. Supports SSH config files, multi-host management, and automatic reconnection with thread-safe concurrent operations.
Reddit MCP Server
Enables interaction with Reddit through OAuth 2.1 authentication, providing tools for searching content, managing notifications, analyzing posts and comments, and demonstrating advanced MCP features like sampling and real-time notifications.
Agentic MCP Server
Enables AI-driven orchestration of GitHub development workflows including automated issue analysis, code generation, code review, and PR creation through multiple specialized agents. Integrates with GitHub Actions to automate the complete development process from issue to pull request.
Google Jules MCP
Enables automation of Google Jules AI coding assistant through task creation, code review automation, repository management, and AI-powered development workflows. Supports multiple session modes including cloud deployment with persistent authentication.
GPTZero MCP Server
Enables AI-generated text detection using the GPTZero API. Provides confidence scores and detailed analysis to identify whether text was written by humans or AI, with multilingual support.
Security MCP Server
Enables security scanning of codebases through integrated tools for secret detection, SCA, SAST, and DAST vulnerabilities, with AI-powered remediation suggestions based on findings.
SSH MCP Server
Provides LLM clients with safe, persistent SSH access to remote machines through the Model Context Protocol. Maintains shell sessions that preserve environment state between commands, enabling multi-step workflows and interactive diagnostics on remote systems.
zetachain-mcp-server
An MCP server that connects ZetaChain CLI into your editor. Query balances, send cross-chain transactions, and manage universal contracts directly through MCP.
mcp-pastebin-server
A Model Context Protocol (MCP) server for interacting with the Pastebin API, allowing AI assistants to create, read, and list pastes programmatically.
Accounting Practice MCP Server
Automates comprehensive accounting workflows including bookkeeping, tax planning, payroll processing, sales tax compliance, and client management. Integrates with QuickBooks and processes financial documents with AI-powered transaction categorization and compliance monitoring.
TOOT (Train of Operadic Thought) MCP
Enables context capture and reinforcement learning by recording successful work patterns and creating reasoning chains for cross-conversation continuity. Automatically captures positive feedback through Claude Code hooks to build reusable success patterns.
ikaliMCP Server
Provides a secure interface for AI assistants to interact with penetration testing tools like nmap, hydra, sqlmap, and nikto for educational cybersecurity purposes. Includes input sanitization and runs in a Docker container with Kali Linux tools for authorized testing scenarios.
ClickUp MCP Server
Enables AI assistants to interact with ClickUp's project management platform. Supports comprehensive task management, workspace administration, and list operations through natural language commands.
MCP Macaco Playwright
Enables comprehensive browser automation and web interaction through Playwright with 50+ specialized functions for navigation, form filling, data extraction, and Chrome DevTools Protocol support. Designed specifically for AI agents to perform complex web workflows including scraping, testing, and automated browsing tasks.
Odoo MCP Server Advanced
Enables AI assistants to interact with Odoo ERP systems through the Model Context Protocol. Provides comprehensive access to Odoo models, records, and methods with enhanced features like employee search, holiday management, and flexible domain querying.
wizzy-mcp-tmdb
A MCP server for The Movie Database API that enables AI assistants to search and retrieve movie, TV show, and person information.
Azure Image Generation MCP
Enables AI-powered image generation using Azure DALL-E 3 and FLUX models with intelligent automatic model selection. Generates stunning photorealistic or creative images directly within LibreChat through simple text prompts.
Stocks MCP Server
Provides real-time access to financial market data including stock quotes, company information, cryptocurrency exchange rates, historical options chains, and time series data through the Alpha Vantage API.
Databricks MCP Server
Enables AI assistants like Claude to interact with Databricks workspaces through secure OAuth authentication, allowing users to execute SQL queries, manage clusters, create jobs, and access workspace resources through natural language.
NetBox MCP Server
Enables read-only interaction with NetBox network documentation and infrastructure data through LLMs. Allows querying devices, sites, IP addresses, and viewing change history via natural language.
WordPress MCP
Enables AI models to interact with WordPress sites through standardized MCP interfaces, supporting content management, post operations, and site configuration with secure JWT authentication and dual transport protocols.
Perplexity MCP Server
Integrates Perplexity AI's chat capabilities with real-time web search, enabling users to ask questions and receive AI-powered answers with up-to-date information and citations from verified web sources.
You.com MCP Server
Enables AI assistants to search the web, get news, perform research, and retrieve AI-powered answers with citations using the You.com API.
Cloudflare Playwright MCP
Enables AI assistants to control a browser through Playwright on Cloudflare Workers, allowing web automation tasks like navigation, typing, clicking, and taking screenshots through natural language commands.
Personal Resume Agent
Enables Claude to intelligently query and analyze your resume using RAG technology. Supports skill matching against job requirements and answering questions about your professional background from locally stored resume files.