AI & Machine Learning
5043 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 3201 |
Mirror
Give Claude an honest self-model — behavioral tendencies built from evidence, n…
|
34 | F | — | — | — | — | 67 | ||
| 3202 |
Forex-GPT MCP Server
AI-powered forex and crypto trading analysis with real-time data across 127+ in…
|
34 | F | — | — | — | — | 67 | ||
| 3203 |
NetworkOS
Your professional network in Claude — search contacts, log notes, and send warm…
|
34 | F | — | — | — | — | 67 | ||
| 3204 |
runik-ai
Chat-first business management. 22 templates, 14 widgets. Works with ChatGPT & …
|
34 | F | — | — | — | — | 67 | ||
| 3205 |
Quallaa
Talk to your public-facing AI from any MCP client — Claude, ChatGPT, Cursor, Cl…
|
34 | F | — | — | — | — | 67 | ||
| 3206 |
trayd-mcp
Trade Robinhood through natural language. Portfolio analysis, real-time quotes,…
|
34 | F | 50 | 10 | — | 21 | 81 | ||
| 3207 |
PropSWOT — Property Management AI
Property management AI: work orders, vendors, appliances, and triage for Claude…
|
34 | F | — | — | — | — | 67 | ||
| 3208 |
perspectives
Query GPT 5.2, Claude Opus 4.5, Gemini 3, Grok 4.1 simultaneously for AI perspe…
|
34 | F | 58 | — | — | 36 | 69 | ||
| 3209 |
Notes
Centralized note store across AI clients: Claude, ChatGPT, Cursor, Codex, Winds…
|
34 | F | — | — | — | — | 67 | ||
| 3210 |
mcp-server
B2Bware MCP server — access products, orders and customers from Cursor, Claude,…
|
34 | F | — | — | — | — | 67 | ||
| 3211 |
LogSentinel
Anthropic logs audit filter and cybersecurity threat analyzer.
|
34 | F | — | — | — | — | 67 | ||
| 3212 |
Future AGI
Build, test, monitor & improve AI with Future AGI via Claude, Cursor, Windsurf …
|
34 | F | — | — | — | — | 67 | ||
| 3213 |
Bring Your AI
No-data MCP handoff for local Claude Code to Codex harness moves. $49 lifetime.
|
34 | F | — | — | — | — | 67 | ||
| 3214 |
leafengines
🌱 Agricultural AI: Soil analysis, crop recommendations, weather forecasts. FREE…
|
33 | F | 36 | — | — | 24 | 69 | ||
| 3215 |
imperium-manifold
Lightning-gated Cohereon Doctrine v6.1. 398 components, tiered pricing, agent o…
|
33 | F | 54 | — | — | 21 | 81 | ||
| 3216 |
SimplyPrint: 3D Print Farm Management
3D print farm management for AI. Monitor, queue, and control prints on your Sim…
|
33 | F | 42 | — | — | 41 | 81 | ||
| 3217 |
gdai-mcp-plugin-godot
A MCP server integration for Godot Engine that allows Claude, Cursor, Windsurf,…
|
31 | F | 35 | — | — | 24 | 95 | GD | |
| 3218 |
Taskflow MCP
Automates Notion task workflows with AI-powered tag processing, enabling Claude…
|
30 | F | 84 | 53 | — | 48 | 74 | ||
| 3219 |
Claude Relay
Enables real-time communication between Claude Code instances across multiple m…
|
30 | F | 90 | 31 | — | 27 | 80 | ||
| 3220 |
Factifai MCP Server
Integrates Factifai testing capabilities with MCP-compatible AI tools, enabling…
|
30 | F | 80 | 60 | — | 64 | 78 | ||
| 3221 |
Clean-Cut-MCP
Enables users to create professional React-powered videos through Claude Deskto…
|
30 | F | 94 | 57 | — | 44 | 84 | ||
| 3222 |
DeepSeek-Claude MCP Server
Enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced …
|
30 | F | 66 | 36 | — | 45 | 71 | ||
| 3223 |
Mealie MCP Server
Enables AI assistants to interact with Mealie recipe databases through MCP clie…
|
30 | F | 72 | 48 | — | 57 | 80 | ||
| 3224 |
Spec Iterator
# Stop Building Features Based on Assumptions
**Spec Iterator** conducts stru…
|
30 | F | 90 | 70 | — | 22 | 87 | ||
| 3225 |
Multi-Provider Image Generation Server
Enables AI-assisted image generation from text prompts using multiple providers…
|
30 | F | 96 | 68 | — | 60 | 76 | ||
| 3226 |
Detox MCP
Integrates the Detox mobile testing framework with Claude, enabling test execut…
|
30 | F | 84 | 73 | — | 27 | 90 | ||
| 3227 |
Things MCP
Enables Claude to interact with Things 3 on macOS, allowing users to create, up…
|
30 | F | 84 | 66 | — | 31 | 90 | ||
| 3228 |
Google AI Search MCP
Provides AI-powered search and documentation tools using Google Vertex AI or Ge…
|
30 | F | 84 | 63 | — | 36 | 80 | ||
| 3229 |
MeSquared AI Search Visibility
Check how visible a business website is to AI search engines like ChatGPT, Perp…
|
30 | F | — | 10 | — | — | 81 | ||
| 3230 |
Excel Analytics MCP Server
Enables users to analyze local Excel and CSV files through natural language que…
|
30 | F | 84 | 36 | — | 27 | 88 | ||
| 3231 |
Zendesk MCP Server
A lightweight, AI-native server that enables GPT-based AI agents to fetch real-…
|
30 | F | 24 | 41 | — | 15 | 80 | ||
| 3232 |
2slides MCP Server
Enables users to generate presentation slides using 2slides.com's API through C…
|
30 | F | 54 | 66 | — | 57 | 78 | ||
| 3233 |
MCPify
Automatically generates and runs MCP servers by scraping API documentation and …
|
30 | F | 72 | 66 | — | 28 | 76 | ||
| 3234 |
Second Opinion MCP Server
Provides AI-powered assistance for coding problems using Google's Gemini AI, co…
|
30 | F | 78 | 58 | — | 19 | 80 | ||
| 3235 |
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 | ||
| 3236 |
par5-mcp
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
|
30 | F | 78 | 56 | — | 79 | 84 | ||
| 3237 |
SpecLock
AI Constraint Engine that enforces CLAUDE.md, .cursorrules, and AGENTS.md rules…
|
30 | F | 96 | 86 | 29 | 75 | 77 | ||
| 3238 |
EduChain MCP Integration Server
An MCP-compatible Flask server that integrates with the educhain Python library…
|
30 | F | 38 | 25 | — | 18 | 90 | ||
| 3239 |
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 | ||
| 3240 |
WebDAV MCP Server
A Model Context Protocol server that enables Claude Desktop and other MCP clien…
|
30 | F | 57 | 71 | — | 43 | 76 | ||
| 3241 |
xcode-mcp-server (drewster99)
Enable Claude Code, Cursor, or your favorite LLM to interact with Xcode, buildi…
|
30 | F | 74 | 28 | — | 47 | 87 | ||
| 3242 |
Suno-MCP
Enables music generation through Suno AI, providing tools for account authentic…
|
30 | F | 72 | 41 | — | 55 | 88 | ||
| 3243 |
Gemini CLI MCP Server
Expose Gemini CLI functionalities as MCP-compliant tools to enable AI agents to…
|
30 | F | 54 | 58 | — | 41 | 87 | ||
| 3244 |
MCP Search Server
Provides web search functionality for the Gemini Terminal Agent, handling concu…
|
30 | F | 90 | 27 | — | 58 | 80 | ||
| 3245 |
MCP Server Boilerplate
A starter template for building custom MCP servers with example tools, TypeScri…
|
30 | F | 60 | 62 | — | 28 | 80 | ||
| 3246 |
claude-codex-settings
My personal Claude Code and OpenAI Codex setup with battle-tested skills, comma…
|
30 | F | 60 | 32 | — | 66 | 92 | ||
| 3247 |
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 | |
| 3248 |
gitrama-mcp
AI-powered Git workflow intelligence — 10 tools for commit messages, branch nam…
|
30 | F | 66 | 30 | — | 61 | 90 | ||
| 3249 |
AI Vision MCP Server
Enables AI-powered image and video analysis using Google Gemini and Vertex AI m…
|
30 | F | 84 | 61 | — | 48 | 80 | ||
| 3250 |
Instant Domain Search
**Lightning-fast domain search directly in your AI workflow**
Search domain av…
|
30 | F | — | 10 | — | — | 81 |