AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Gmail MCP Server
Enables interaction with Gmail through the Gmail API, allowing users to list, read, search emails, create and send drafts, and get email summaries through natural language commands with OAuth2 authentication.
project-shield
Security scanner for MCP servers and AI-generated code. Detects leaked API keys, PII, prompt injection, and MCP misconfigs with A-F security grades.
MCP Enterprise Demo - Gestion Commerciale
An enterprise-grade MCP server for commercial management that provides AI-driven access to orders, invoices, and customer data with built-in RBAC security and audit trails.
QA-MCP: Test Standardization & Orchestration Server
QA-MCP is a specialized server for automating and standardizing software testing workflows, offering tools for test case generation, quality linting, and Xray/Jira format conversion.
TOTP MCP Server
A utility server that generates time-based one-time password (TOTP) 2FA codes from local secrets, enabling AI assistants to complete workflows that require two-factor authentication.
Resurgo-MCP
Resurgo-MCP allows AI assistants to manage personal knowledge by capturing notes and URLs, searching through saved items, and scheduling reminders to resurface information via the Resurgo knowledge management platform.
Personal MCP Server
Enables AI assistants to fetch and process YouTube video transcripts in multiple formats and languages, with built-in caching and rate limiting for efficient video content analysis.
Mem0 MCP Server
Enables persistent memory storage and retrieval for AI conversations using Mem0, with semantic search capabilities backed by local Postgres and Qdrant vector database.
Tesy 56 MCP Server
An MCP server providing access to the Tesy 56 API, enabling AI agents and LLMs to interact with its endpoints through standardized tools.
test-12-mcp
An MCP server providing access to the Petstore Swagger API, enabling AI agents to interact with pet store management endpoints through standardized tools.
Filesystem MCP Server (HTTP Streaming)
A remote filesystem server that provides secure file operations over HTTP streaming with OAuth 2.1 authentication, designed for web clients and ChatGPT integration.
paperless-mcp-go
A robust MCP server for Paperless-ngx that provides comprehensive document management capabilities, including full CRUD operations for documents, tags, correspondents, and custom fields, along with bulk editing and similarity search.
MCP Image Gen
A robust Image Generation MCP server that leverages Google's Gemini AI models to create high-quality visuals up to 4K resolution with customizable aspect ratios.
Infor Birst MCP Server
A comprehensive MCP server for Infor Birst that enables AI interaction with analytics data, providing tools for BQL query generation, report discovery, and workflow management.
pagebolt
Take screenshots, generate PDFs, and create OG images from your AI assistant.
Databricks MCP Proxy
A proxy server that bridges local MCP clients to remote tools hosted on Databricks Apps, managing OAuth authentication and secure tool invocation.
Jira MCP Server
A comprehensive MCP server for Jira Cloud integration, allowing AI assistants to manage issues, track team activity, and update custom fields or sprint tasks through a standardized interface.
Hurricane Tracker MCP Server
A production-grade hurricane tracking server that provides real-time storm data, forecast cones, and historical track analysis using NOAA, NWS, and IBTrACS data sources.
Google Calendar MCP Server
An MCP server that enables Claude to manage Google Calendar through natural conversation, supporting schedule viewing, event creation with Google Meet, and calendar searching using Nango for secure OAuth.
Emoji Storyteller MCP Server
Generates entertaining stories told entirely through emojis with adjustable chaos levels, themed narratives, and a maximum chaos mode. Perfect for creating delightful emoji-based tales across adventure, romance, horror, space, food, and party themes.
MiniMax MCP
Enables interaction with MiniMax AI APIs for text-to-speech, voice cloning, video generation, image generation, and music creation through MCP clients like Claude Desktop and Cursor.
Gemini Image Generation MCP Server
Enables image generation through the Model Context Protocol using Google's Gemini 2 API, featuring customizable aspect ratios and sample counts.
Cursor Claude Think MCP
Enables Claude's explicit thinking mode in Cursor, allowing users to see Claude's step-by-step reasoning process when prefacing queries with 'think'.
shadcn MCP Server
A specialized MCP server for shadcn/ui that enables AI assistants to browse components, retrieve installation commands, and generate React code examples with proper imports.
File System MCP Server
A secure file system MCP server that provides sandboxed read and write operations, allowing AI assistants to safely manage files within a restricted directory.
Jira & Confluence MCP Server
A comprehensive MCP server set built in Python for interacting with the Atlassian suite, enabling seamless management of Jira issues and Confluence pages through an AI interface.
memory-mcp
情景+实体记忆 MCP 服务,为 Claude Code 提供持久化记忆能力
MCP Memory System
A persistent memory system that uses SQLite to store structured project decisions and rules across chat sessions, featuring state management for draft, final, and obsolete records.
Graphiti MCP Server
A temporally-aware knowledge graph server that enables AI assistants to build persistent memory, manage entities, and perform semantic searches over structured and unstructured data using Neo4j.
Tarantella Slack MCP Server
A Model Context Protocol server that integrates with Slack's Web API to provide powerful message search capabilities, allowing AI assistants to find content across channels with advanced filtering.