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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

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.

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.

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

Kibela

12

MCP (Model Context Protocol) Server. Bridges to Kibela's knowledge management platform, enabling search, creation, and management of notes, folders, comments, and groups within workspaces through GraphQL API calls.

17 tools

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

memory-visualizer

12

Interactive visualizer for Anthropic's Memory MCP knowledge graphs. Instantly explore, debug, and analyze entities, relations, and observations from memory.json files in the Model Context Protocol.

Frontapp

12

MCP (Model Context Protocol) Server. Integrates Claude with Front customer communication platform, enabling AI to manage conversations, contacts, and accounts directly through the Front API with webhook support for real-time event handling.

2 tools

Gemini Nanobanana (Image Generation)

12

A text-to-image generation server for Claude that utilizes Google's Gemini 2.5 Flash API to create, edit, compose, and style images with automatic file saving.

automagik-tools

12

From API to AI in 30 Seconds - Transform any API into an intelligent MCP agent that learns, adapts, and speaks human

5 tools

proxy-base-agent

12

A stateful agent with 100% reliable tool use. Build custom agents on any LLM with guaranteed state consistency.

Google Calendar

12

A TypeScript-based MCP server that provides comprehensive Google Calendar integration, allowing AI assistants to manage calendars and schedule events using OAuth 2.0 with persistent authentication.

6 tools

SEO Checker

12

A professional-grade SEO audit server that provides deep technical and content analysis for websites, generating detailed scores and actionable recommendations to improve search engine visibility.

3 tools

AlsoAsked

12

MCP (Model Context Protocol) Server. Integrates with Google's AlsoAsked API to retrieve hierarchical "People Also Ask" question data for SEO research and content optimization with configurable language, region, depth, and freshness parameters.

3 tools

Foursquare

12

A Model Context Protocol server that integrates the Foursquare Places API to provide AI agents with detailed global location data, high-accuracy geotagging, and rich metadata for over 100 million places.

mcp-server-subagent

12

MCP for letting agents delegate tasks to sub-agents (Claude Code, Aider, Q)

8 tools

prompts.chat-mcp

12

A tool that allows users to search, retrieve, and save AI prompts from the prompts.chat library directly within AI coding assistants, featuring full variable substitution support.

3 tools

SuperAgent

12

An orchestration MCP server that executes Codex, Gemini, and Continue CLI agents in parallel across multiple directories using specialized programming personas.

4 tools

Kibela

12

A Model Context Protocol server that integrates with Kibela, allowing AI assistants to search, read, create, and update organizational notes and documentation.

6 tools

@nicepkg/vsync

Needs Setup
12

Sync MCP servers, Skills, Agents & Commands across Claude Code, Cursor, OpenCode, Codex. One config, all tools.

porkbun-mcp-server

12

MCP server implementation for managing domains, DNS, and SSL via the Porkbun API.

19 tools

Alibaba Cloud OpenSearch

12

A gateway server that provides access to Alibaba Cloud OpenSearch specialized services, including AI Search and Vector Search capabilities for AI agents.

mcp-meme-sticky

12

Create AI generated memes using MCP Meme Sticky. Can converted generated memes into stickers for Telegram or WhatsApp (WA coming soon). ✨ no APIs required ✨.

Adobe Illustrator

12

MCP (Model Context Protocol) Server. Enables AI to manipulate Adobe Illustrator documents with tools for text styling, image placement, shape drawing, and element organization through ExtendScript communication

Pega DX API

12

A comprehensive MCP server enabling conversational workflow automation and case management by bridging Pega Infinity's DX APIs with natural language AI interfaces.

67 tools

Twilio SMS

12

A Twilio-powered MCP server that enables AI assistants to send SMS and MMS messages with built-in support for haikus and greeting prompts.

1 tool

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