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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

chatgpt-app-typescript-template

12

ChatGPT app template using Pomerium, OpenAI Apps SDK and Model Context Protocol (MCP), with a Node.js server and React widgets.

1 tool

ClaudeKeep (Notes)

12

A personal knowledge management MCP server that allows users to save, organize, and share Claude conversations through a dedicated web application.

2 tools

mcpdog

12

🐕 Universal MCP Server Manager - Configure once, manage multiple MCP servers through a single interface. Perfect for Claude Desktop, Claude Code, Cursor, Gemini CLI & AI assistants. Web dashboard, auto-detection, unified proxy layer.

ContextStream MCP Server

Needs Setup
12

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.

13 tools

BinAssist (Binary Ninja)

12

BinAssistMCP integrates Binary Ninja with LLMs to provide advanced reverse engineering capabilities, including decompilation, multi-level intermediate representation analysis, and automated symbol management.

46 tools

arxiv-mcp-server

12

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.

11 tools

gh-mcp

12

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.

AMP (Agent Memory Protocol)

12

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.

ListenHub

12

A specialized MCP server for generating AI podcasts and FlowSpeech audio, featuring multi-speaker management, text/URL content conversion, and subscription credit tracking.

8 tools

Chat Analysis

12

MCP (Model Context Protocol) Server. Integrates vector embeddings and knowledge graphs to enable advanced chat analysis tasks like topic modeling, sentiment analysis, and user behavior tracking.

4 tools

Gmail

12

A Google Apps Script powered MCP server that enables Claude to search Gmail messages, retrieve full email content, and download attachments.

3 tools

Interactive Feedback MCP

12

A sophisticated interaction layer for AI coding assistants that enables real-time two-way dialogue, requirement clarification, and user confirmation via a modern PySide6 UI.

1 tool

Patchright Stealth Browser

12

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.

4 tools

Cisco Support APIs

12

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.

10 tools

Substrate Blockchain

12

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.

13 tools

Laravel Helper Tools

12

MCP (Model Context Protocol) Server. Integrates with Laravel projects to provide log analysis, error tracking, and Artisan command execution for streamlined development workflows.

4 tools

Social Media

12

MCP (Model Context Protocol) Server. Provides team-based social media functionality enabling authentication, post creation with tags and threading, and filtered post reading for multi-agent collaboration scenarios.

3 tools

ConsoleSpy

12

MCP (Model Context Protocol) Server. Captures browser console logs and makes them available in an IDE through a server, browser extension, and web interface for seamless integration into development workflows.

macOS GUI Control

12

MCP (Model Context Protocol) Server. Enables AI assistants to control macOS applications by capturing screenshots, identifying UI elements, and automating mouse and keyboard actions through the macOS accessibility framework.

Pinner MCP

12

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.

Windsurf Tools

12

MCP (Model Context Protocol) Server. Integrates with OpenAI's API and Puppeteer to provide screenshot capture, code architecture analysis, and code review capabilities for software development tasks.

5 tools

Tasks Organizer

12

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.

6 tools

Novita AI GPU Cloud

12

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.

20 tools

DALL-E Image Generation

12

MCP (Model Context Protocol) Server. Integrates with OpenAI's DALL-E API to generate and save images from text descriptions.

1 tool

SonarQube Metrics

12

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.

8 tools

Code Backup

12

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.

8 tools

Storacha

12

MCP (Model Context Protocol) Server. Provides secure, decentralized file storage with UCAN authentication for document management and persistent data sharing between applications.

3 tools

Qonto

12

The Qonto MCP server allows LLMs to securely interact with Qonto business accounts to retrieve organization details, manage accounts, and analyze transaction history.

Microsoft Sentinel

12

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.

41 tools

Blender-MCP-Server

12

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.