AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Telos Model Context Protocol
An MCP server providing access to Telos, a philosophical AI mentor that combines rationalist thinking with stoic philosophy to offer personalized guidance and smart contract accountability on Solana.
Email MCP Server
Enables AI to send, read, search, delete and reply to emails through SMTP or Gmail API, supporting common email services like QQ, 163, Gmail and Outlook with HTML/text formats and attachments.
BookStack MCP Server
Enables AI assistants to manage BookStack documentation through natural language, supporting content browsing, search, and CRUD operations for books, chapters, and pages.
n8n-MCP
Provides AI assistants with comprehensive access to n8n workflow automation platform, including 543 node documentation, 2,709 workflow templates, validation tools, and optional workflow management capabilities for creating and deploying automation workflows.
curl-mcp
Provides a structured HTTP client tool for making web requests with full HTTP method support, detailed response metadata, and error handling. Enables AI assistants to interact with any web API or endpoint through the curl_request tool.
OCR MCP Service
Enables AI agents to recognize and extract text from images using PaddleOCR, supporting both file paths and base64 input with structured results including confidence scores and text positions.
Bitbucket MCP Server
An integration server that allows Claude Desktop and other MCP clients to read and query information from Bitbucket repositories, including commits, diffs, branches, pull requests, and file contents.
Remote MCP Server (Authless)
A template for deploying authentication-free MCP servers on Cloudflare Workers. Enables quick deployment of custom tools accessible via SSE from MCP clients like Claude Desktop or Cloudflare AI Playground.
AWS Documentation MCP Server
Enables users to access, search, and get recommendations from AWS documentation through natural language queries. Supports both global AWS documentation and AWS China documentation with tools to fetch pages, search content, and discover related resources.
Dynalist MCP Server
Enables Claude and other AI assistants to read, write, and manipulate Dynalist.io documents programmatically, including operations like searching, editing nodes, bulk importing from markdown, and managing document structure.
MCP2Browser
Provides browser automation capabilities through HTTP, allowing AI assistants to navigate web pages and inspect content using Playwright-powered tools for opening URLs and retrieving page information.
CRM Employee Management MCP Server
Enables LLMs to interact with a CRM system through natural language to manage employees, including creating, updating, searching, and viewing employee records and statistics.
Databricks MCP Server
Enables AI assistants like Claude to interact with Databricks workspaces through custom prompts and tools, with secure OAuth authentication for managing clusters, executing SQL queries, and accessing workspace resources.
Generalized-Constrained-Optimization
General purpose constrained optimization MCP server
ConsignCloud MCP Server
Enables AI assistants to manage consignment and retail business operations through the ConsignCloud API, including inventory management, sales tracking, vendor accounts, and analytics.
Oura MCP
Provides LLMs with access to Oura Ring health data including sleep metrics, activity tracking, heart rate, readiness scores, and other wellness insights through the Oura API v2.
x402 MCP Payment
Enables AI agents to access paid content by integrating cryptocurrency payments through the x402 protocol, allowing LLMs to verify payments and retrieve paid resources automatically.
Playwright MCP Automation
Enables AI assistants to control browser automation through natural language prompts using Playwright, supporting visual element interaction, PDF generation, screenshots, and testing assertions.
DB Agent MCP Server
Enables secure interaction with MySQL databases through SQL queries, supporting read-only operations without approval and write operations with user confirmation.
mcp-playwright
🚀 Active Fork of executeautomation/mcp-playwright This repository is an actively maintained continuation of the original MCP Playwright server: >👉 https://github.com/executeautomation/mcp-playwright A Model Context Protocol server that provides browser automation capabilities using Playwright.
Todoist MCP Server
Enables AI assistants to manage Todoist tasks, projects, sections, and labels through natural language, supporting task creation, updates, completion, and intelligent organization of your workflow.
LLM Inference Pricing Research Server
Enables scraping and comparing pricing information for LLM inference services across multiple providers (CloudRift, DeepInfra, Fireworks, Groq) using Firecrawl API and SQLite storage.
Element-UI MCP Server
Provides comprehensive Element-UI v2.15.14 component documentation including properties, events, and usage examples to help AI assistants generate accurate Vue 2 code.
CVE MCP Server
Provides conversational access to a local CVE (Common Vulnerabilities and Exposures) database, enabling natural language queries to search vulnerabilities, retrieve detailed CVE information, and view security statistics.
Tilt MCP Server
Enables AI assistants to interact with Tilt development workflows, including monitoring resource status, managing resources (enable/disable/trigger), accessing logs, and configuring Tiltfile arguments through natural language.
Muiscan MCP Server
Converts Figma designs into production-ready MUI (Michael UI) web components through the Model Context Protocol. Enables seamless design-to-code workflow by transforming Figma exports into accessible, standards-compliant web components.
atdata-email-verification-mcp-server
atdata-email-verification-mcp-server
API Manager
Enables secure management of API keys through an encrypted environment file with automatic categorization, search functionality, and backup operations. Provides comprehensive API key organization with value masking, audit trails, and export capabilities for safe credential management.
Resend MCP
Enables sending emails through the Resend service API. Provides a simple email sending tool that integrates with MCP-compatible clients.
AI MCP Gateway
Intelligent multi-model orchestrator with dynamic routing that optimizes AI costs by prioritizing free models and escalating to paid tiers only when needed, with stateless architecture using Redis and PostgreSQL.