AI & Machine Learning
8609 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 3351 |
Meta Ads
**Give your AI agent direct access to your Meta Ads data.** Connect Claude, Cha…
|
30 | F | — | 10 | — | — | 81 | ||
| 3352 |
Athenic
Transform Your AI Assistant into a True Business Automation Platform
Athenic i…
|
30 | F | — | 10 | — | — | 81 | ||
| 3353 |
SpecLock
AI Constraint Engine that enforces CLAUDE.md, .cursorrules, and AGENTS.md rules…
|
30 | F | 96 | 86 | 29 | 75 | 77 | ||
| 3354 |
Google AI Search MCP
Provides AI-powered search and documentation tools using Google Vertex AI or Ge…
|
30 | F | 84 | 63 | — | 36 | 80 | ||
| 3355 |
snippy
🧩 Build AI-powered MCP Tools with Azure Functions, Durable Agents & Cosmos vect…
|
30 | F | 64 | 45 | — | 64 | 80 | ||
| 3356 |
JobGPT AutoApply
JobGPT MCP server automates your entire job search — from finding jobs to auto …
|
30 | F | — | 10 | — | — | 81 | ||
| 3357 |
MCP Hello World Server
An example MCP server demonstrating how to create custom tools for LLMs like Cl…
|
30 | F | 72 | 60 | — | 29 | 94 | ||
| 3358 |
Clean-Cut-MCP
Enables users to create professional React-powered videos through Claude Deskto…
|
30 | F | 94 | 57 | — | 44 | 84 | ||
| 3359 |
Ollama MCP Server
Enables Claude to delegate coding tasks to local Ollama models, reducing API to…
|
30 | F | 90 | 55 | — | 47 | 84 | ||
| 3360 |
MCP-Claude
TypeScript implementation of the Model Context Protocol that standardizes how L…
|
30 | F | 56 | 70 | — | 24 | 87 | ||
| 3361 |
claude-codex-settings
My personal Claude Code and OpenAI Codex setup with battle-tested skills, comma…
|
30 | F | 60 | 32 | — | 66 | 92 | ||
| 3362 |
Spec Iterator
# Stop Building Features Based on Assumptions
**Spec Iterator** conducts stru…
|
30 | F | 90 | 70 | — | 22 | 87 | ||
| 3363 |
cesium-mcp-runtime
AI-powered 3D globe control via MCP — 59 tools for camera, layers, entities, an…
|
30 | F | — | 10 | — | — | 81 | ||
| 3364 |
GigAPI MCP Server
An MCP server that provides seamless integration with Claude Desktop for queryi…
|
30 | F | 71 | 71 | — | 45 | 80 | ||
| 3365 |
Relay
Cross-AI memory sync for coding tools. Relay keeps project context — decisions,…
|
30 | F | — | 10 | — | — | 81 | ||
| 3366 |
amazon-product-research-mcp
Amazon brand, seller, niche & buy-box intelligence inside your own Claude or Ch…
|
30 | F | — | 10 | — | — | 81 | ||
| 3367 |
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 | ||
| 3368 |
Professional Python MCP Server
A comprehensive MCP implementation designed for fullstack development that enab…
|
30 | F | 60 | 46 | — | 32 | 82 | ||
| 3369 |
AI Peer Review MCP Server
Enables local language models to request real-time peer review feedback from Go…
|
30 | F | 84 | 56 | — | 42 | 76 | ||
| 3370 |
verifiedstate-mcp
Verified memory infrastructure for AI agents. Every assertion signed, timestamp…
|
30 | F | — | 10 | — | — | 81 | ||
| 3371 |
prism-mcp-rs
Enterprise-grade Rust implementation of Anthropic's MCP protocol
|
30 | F | 90 | 52 | — | 83 | 88 | ||
| 3372 |
MCP-researcher Server
A powerful research assistant that integrates with Cline and Claude Desktop to …
|
30 | F | 78 | 71 | — | 45 | 87 | ||
| 3373 |
Zonos TTS MCP Server
Facilitates direct speech generation using Claude for multiple languages and em…
|
30 | F | 56 | 57 | — | 24 | 76 | ||
| 3374 |
Memory
Store and recall persistent information across conversations to maintain long-t…
|
30 | F | — | 10 | — | — | 81 | ||
| 3375 |
QueueSim
QueueSim is a free Model Context Protocol server that gives Claude — and any MC…
|
30 | F | — | 10 | — | — | 81 | ||
| 3376 |
Superdesign MCP Server
A design orchestrator that brings Superdesign capabilities to Claude Code as na…
|
30 | F | 84 | 75 | — | 34 | 87 | ||
| 3377 |
MeSquared AI Search Visibility
Check how visible a business website is to AI search engines like ChatGPT, Perp…
|
30 | F | — | 10 | — | — | 81 | ||
| 3378 |
Senzing
Identity Intelligence for Agentic AI Workflows
Connect Data. Power Intelligence…
|
30 | F | — | 10 | — | — | 81 | ||
| 3379 |
Claude Relay
Enables real-time communication between Claude Code instances across multiple m…
|
30 | F | 90 | 31 | — | 27 | 80 | ||
| 3380 |
Dynamoi - Music & YouTube Promotion Automation
Manage music promotion and YouTube growth campaigns through AI assistants like …
|
30 | F | — | 10 | — | — | 81 | ||
| 3381 |
gitrama-mcp
AI-powered Git workflow intelligence — 10 tools for commit messages, branch nam…
|
30 | F | 66 | 30 | — | 61 | 90 | ||
| 3382 |
MCP GPT Image 1
MCP GPT Image 1
|
30 | F | 50 | 57 | — | 16 | 78 | ||
| 3383 |
Socializioz ChatGPT MCP
Thin remote MCP server for Socializioz phase-1 ChatGPT workflows.
|
30 | F | — | 10 | — | — | 81 | ||
| 3384 |
MCP Server Whisper
Enables advanced audio transcription, text-to-speech generation, and audio proc…
|
30 | F | 60 | 62 | — | 74 | 80 | ||
| 3385 |
EduChain MCP Integration Server
An MCP-compatible Flask server that integrates with the educhain Python library…
|
30 | F | 38 | 25 | — | 18 | 90 | ||
| 3386 |
replicate-flux-mcp
Provides the ability to generate images via Replicate's API.
|
30 | F | 72 | 63 | — | 69 | 82 | ||
| 3387 |
Wireshark MCP
A Model Context Protocol server that integrates Wireshark's network analysis ca…
|
30 | F | 75 | 31 | — | 28 | 90 | ||
| 3388 |
WebDAV MCP Server
A Model Context Protocol server that enables Claude Desktop and other MCP clien…
|
30 | F | 57 | 71 | — | 43 | 76 | ||
| 3389 |
Claude Memory MCP Server
Provides a tiered, persistent memory architecture for Claude to automatically c…
|
30 | F | 48 | 27 | — | 45 | 80 | ||
| 3390 |
Gemini OCR MCP Server
Provides OCR services powered by Google's Gemini API to extract text from image…
|
30 | F | 66 | 33 | — | 23 | 78 | ||
| 3391 |
localingos
AI-powered app translation for developers. Push your source strings, get transl…
|
30 | F | — | 10 | — | — | 81 | ||
| 3392 |
Spreadsheet MCP App
Enables Claude to render interactive, real-time spreadsheets with streaming cel…
|
30 | F | 78 | 58 | — | 50 | 80 | ||
| 3393 |
Ollama_MCP_Guidance
A Model Context Protocol server that provides standardized interfaces for inter…
|
30 | F | 45 | 36 | — | 34 | 81 | ||
| 3394 |
VirtualSMS
Real SIM phone numbers for AI agents performing SMS verification across 2000+ s…
|
30 | F | — | 10 | — | — | 81 | ||
| 3395 |
Context Travel MCP
Enables Claude agents to checkpoint their context state and reset back to saved…
|
30 | F | 90 | 56 | — | 27 | 90 | ||
| 3396 |
Claude Code MCP Enhanced
An enhanced Model Context Protocol (MCP) server that allows running Claude Code…
|
30 | F | 90 | 61 | — | 61 | 89 | ||
| 3397 |
observe-instrument-mcp
Add OpenTelemetry tracing to Python AI agents. Supports LangGraph, LlamaIndex, …
|
30 | F | 72 | 56 | — | 39 | 69 | ||
| 3398 |
OpenAI MCP Server
A Model Context Protocol server implementation that enables connection between …
|
30 | F | 81 | 56 | — | 25 | 78 | ||
| 3399 |
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 | ||
| 3400 |
Tekuila MCP Server
An MCP server that provides access to Tekuila restaurant menus with AI-powered …
|
30 | F | 39 | 27 | — | 44 | 80 |