AI & Machine Learning
5043 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 3401 |
weather-mcp-server
A lightweight Model Context Protocol (MCP) server that enables AI assistants li…
|
30 | F | 76 | 62 | — | 76 | 92 | ||
| 3402 |
piapi-mcp-server
PiAPI MCP server makes users able to generate media content with Midjourney/Flu…
|
30 | F | 88 | 68 | — | 43 | 78 | ||
| 3403 |
blender-open-mcp
Open Models MCP for Blender Using Ollama
|
30 | F | 68 | 65 | — | 37 | 87 | ||
| 3404 |
BlenderMCP
Connects Claude AI to Blender via the Model Context Protocol to enable prompt-a…
|
30 | F | 66 | 33 | — | 48 | 87 | ||
| 3405 |
Kash — POS, Invoicing, CRM & Webshop
# Kash MCP Server — Official Integration
> **Connect your Kash business to Cla…
|
30 | F | — | 10 | — | — | 81 | ||
| 3406 |
OneSource MCP
# @one-source/mcp
Unified MCP server for [OneSource](https://docs.onesource.io…
|
30 | F | — | 10 | — | — | 81 | ||
| 3407 |
MCP Journaling Server
The MCP server transforms chats with Claude into journaling sessions, saving co…
|
30 | F | 56 | 30 | — | 41 | 88 | ||
| 3408 |
mcp-labrat
An MCP server that enables interaction with CalDAV calendars to manage events a…
|
30 | F | 63 | 63 | — | 35 | 77 | ||
| 3409 |
Claude Stats MCP
Provides statistical analysis and usage tracking for Claude Code, enabling user…
|
30 | F | 78 | 62 | — | 34 | 81 | ||
| 3410 |
Oh My KEGG MCP
An MCP server that provides access to the Kyoto Encyclopedia of Genes and Genom…
|
30 | F | 55 | 31 | — | 42 | 77 | ||
| 3411 |
Instant Domain Search
**Lightning-fast domain search directly in your AI workflow**
Search domain av…
|
30 | F | — | 10 | — | — | 81 | ||
| 3412 |
AI Vision MCP Server
Enables AI-powered image and video analysis using Google Gemini and Vertex AI m…
|
30 | F | 84 | 61 | — | 48 | 80 | ||
| 3413 |
gitrama-mcp
AI-powered Git workflow intelligence — 10 tools for commit messages, branch nam…
|
30 | F | 66 | 30 | — | 61 | 90 | ||
| 3414 |
End-to-End-Agentic-Ai-Automation-Lab
This repository contains hands-on projects, code examples, and deployment workf…
|
30 | F | 66 | 35 | — | 47 | 87 | JU | |
| 3415 |
claude-codex-settings
My personal Claude Code and OpenAI Codex setup with battle-tested skills, comma…
|
30 | F | 60 | 32 | — | 66 | 92 | ||
| 3416 |
MCP Server Boilerplate
A starter template for building custom MCP servers with example tools, TypeScri…
|
30 | F | 60 | 62 | — | 28 | 80 | ||
| 3417 |
MCP Search Server
Provides web search functionality for the Gemini Terminal Agent, handling concu…
|
30 | F | 90 | 27 | — | 58 | 80 | ||
| 3418 |
Gemini CLI MCP Server
Expose Gemini CLI functionalities as MCP-compliant tools to enable AI agents to…
|
30 | F | 54 | 58 | — | 41 | 87 | ||
| 3419 |
Suno-MCP
Enables music generation through Suno AI, providing tools for account authentic…
|
30 | F | 72 | 41 | — | 55 | 88 | ||
| 3420 |
LSD MCP Server
The server connects the Claude AI to the internet through the capabilites of th…
|
30 | F | 56 | 20 | — | 29 | 69 | ||
| 3421 |
xcode-mcp-server (drewster99)
Enable Claude Code, Cursor, or your favorite LLM to interact with Xcode, buildi…
|
30 | F | 74 | 28 | — | 47 | 87 | ||
| 3422 |
WebDAV MCP Server
A Model Context Protocol server that enables Claude Desktop and other MCP clien…
|
30 | F | 57 | 71 | — | 43 | 76 | ||
| 3423 |
PsMCP - MCP Server for Photoshop
A server that allows AI tools like Claude and Cursor to automate and control Ph…
|
30 | F | 78 | 51 | — | 43 | 74 | ||
| 3424 |
EduChain MCP Integration Server
An MCP-compatible Flask server that integrates with the educhain Python library…
|
30 | F | 38 | 25 | — | 18 | 90 | ||
| 3425 |
Gemini Imagen 3.0 MCP Server
Generates high-quality images using Google's Imagen 3.0 model via the Gemini AP…
|
30 | F | 78 | 100 | — | 23 | 76 | ||
| 3426 |
SpecLock
AI Constraint Engine that enforces CLAUDE.md, .cursorrules, and AGENTS.md rules…
|
30 | F | 96 | 86 | 29 | 75 | 77 | ||
| 3427 |
par5-mcp
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
|
30 | F | 78 | 56 | — | 79 | 84 | ||
| 3428 |
callcenter.js-mcp
An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and …
|
30 | F | 85 | 72 | — | 44 | 80 | ||
| 3429 |
Second Opinion MCP Server
Provides AI-powered assistance for coding problems using Google's Gemini AI, co…
|
30 | F | 78 | 58 | — | 19 | 80 | ||
| 3430 |
MCPify
Automatically generates and runs MCP servers by scraping API documentation and …
|
30 | F | 72 | 66 | — | 28 | 76 | ||
| 3431 |
2slides MCP Server
Enables users to generate presentation slides using 2slides.com's API through C…
|
30 | F | 54 | 66 | — | 57 | 78 | ||
| 3432 |
Zendesk MCP Server
A lightweight, AI-native server that enables GPT-based AI agents to fetch real-…
|
30 | F | 24 | 41 | — | 15 | 80 | ||
| 3433 |
Codelens-MCP
An MCP server that gives Claude Desktop complete intelligence about any public …
|
30 | F | 45 | 53 | — | 43 | 77 | ||
| 3434 |
Excel Analytics MCP Server
Enables users to analyze local Excel and CSV files through natural language que…
|
30 | F | 84 | 36 | — | 27 | 88 | ||
| 3435 |
Foreman MCP Server
Enables interaction with Foreman instances to manage systems through the Model …
|
30 | F | 72 | 63 | — | 51 | 76 | ||
| 3436 |
MeSquared AI Search Visibility
Check how visible a business website is to AI search engines like ChatGPT, Perp…
|
30 | F | — | 10 | — | — | 81 | ||
| 3437 |
Google AI Search MCP
Provides AI-powered search and documentation tools using Google Vertex AI or Ge…
|
30 | F | 84 | 63 | — | 36 | 80 | ||
| 3438 |
Things MCP
Enables Claude to interact with Things 3 on macOS, allowing users to create, up…
|
30 | F | 84 | 66 | — | 31 | 90 | ||
| 3439 |
Gemini MCP Image Generation Server
A Model Context Protocol server that provides image generation capabilities usi…
|
30 | F | 69 | 55 | — | 44 | 76 | ||
| 3440 |
MCP Middleware Server
A FastMCP server providing session-based memory and dynamic authentication usin…
|
30 | F | 54 | 38 | — | 22 | 76 | ||
| 3441 |
Detox MCP
Integrates the Detox mobile testing framework with Claude, enabling test execut…
|
30 | F | 84 | 73 | — | 27 | 90 | ||
| 3442 |
Gemini MCP Server
Integrates Google Gemini API capabilities into Claude Code, supporting text gen…
|
30 | F | 90 | 47 | — | 27 | 77 | ||
| 3443 |
Multi-Provider Image Generation Server
Enables AI-assisted image generation from text prompts using multiple providers…
|
30 | F | 96 | 68 | — | 60 | 76 | ||
| 3444 |
gemini-image-video-mcp
Gemini Image and Video Generator
|
30 | F | 90 | 76 | — | 24 | 91 | ||
| 3445 |
BubblyPhone Agents
Make AI phone calls from any AI assistant. BubblyPhone's MCP server lets you ma…
|
30 | F | — | 10 | — | — | 81 | ||
| 3446 |
ArkRoute — Visual AI API Gateway
Generate images and videos using 28+ visual AI models from OpenAI (GPT Image 2,…
|
30 | F | — | 10 | — | — | 81 | ||
| 3447 |
Codex MCP Server
An MCP server for the OpenAI Codex CLI that provides coding assistance with mul…
|
30 | F | 77 | 62 | — | 43 | 87 | ||
| 3448 |
Spec Iterator
# Stop Building Features Based on Assumptions
**Spec Iterator** conducts stru…
|
30 | F | 90 | 70 | — | 22 | 87 | ||
| 3449 |
Mealie MCP Server
Enables AI assistants to interact with Mealie recipe databases through MCP clie…
|
30 | F | 72 | 48 | — | 57 | 80 | ||
| 3450 |
DeepSeek-Claude MCP Server
Enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced …
|
30 | F | 66 | 36 | — | 45 | 71 |