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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.

5 tools

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.

6 tools

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.

2 tools

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.

5 tools

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.

1 tool

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.

1 tool

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.

13 tools

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.

35 tools

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.

1 tool

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.

24 tools

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.

3 tools

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.

10 tools

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.

5 tools

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.

6 tools

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.

1 tool

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.

4 tools

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.

2 tools

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.

15 tools

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.

1 tool

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.

9 tools

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.

2 tools