AI & Machine Learning
8609 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 2451 |
crazyrouter-mcp
Access 627+ AI models through one API key — chat with GPT-5/Claude/Gemini, gene…
|
62 | C | 72 | 71 | — | 49 | 81 | ||
| 2452 |
Loxone Miniserver MCP
MCP server for Loxone Miniserver - expose smart-home rooms, controls, and comma…
|
62 | C | 51 | — | — | 56 | 81 | ||
| 2453 |
oura-ring-mcp
Connects your Oura Ring to AI assistants like Claude, providing human-readable …
|
62 | C | 90 | 67 | — | 40 | 75 | ||
| 2454 |
mcp-config-manager
Manage MCP server configs across Claude, Gemini & other AI systems. Interactive…
|
62 | C | 64 | 35 | — | 57 | 90 | ||
| 2455 |
oatpp-mcp
Anthropic’s Model Context Protocol implementation for Oat++
|
62 | C | 54 | — | — | 33 | 95 | C | |
| 2456 |
Codebase MCP
An open-source AI-powered development assistant that connects Claude Desktop to…
|
62 | C | 64 | 41 | — | 47 | 90 | ||
| 2457 |
MCP Spec Generator
Generates project specifications and file structures using Claude AI through MC…
|
62 | C | 54 | 57 | — | 22 | 81 | ||
| 2458 |
dottedsign-mcp
A DottedSign MCP server that enables AI assistants (Claude, ChatGPT) to manage …
|
62 | C | 58 | — | — | 24 | 95 | ||
| 2459 |
cmuxlayer
Terminal multiplexer MCP server for orchestrating parallel AI agents. Manages w…
|
62 | C | 76 | — | — | 57 | 87 | ||
| 2460 |
Gemini 2.5 Flash Image MCP
Enables conversational image generation and editing with Google's Gemini 2.5 Fl…
|
62 | C | 54 | 82 | — | 23 | 81 | ||
| 2461 |
minime-mcp
Universal infinite memory layer for Developer AI assistants. One shared brain a…
|
62 | C | 52 | 60 | — | 39 | 92 | ||
| 2462 |
Claude KVM
MCP server — control remote desktops via VNC with a native Swift daemon and App…
|
62 | C | 90 | 65 | — | 65 | 83 | ||
| 2463 |
Remote MCP Server (Authless)
A template for deploying a Model Context Protocol server on Cloudflare Workers …
|
62 | C | 48 | 66 | — | 21 | 81 | ||
| 2464 |
Multi-Agent Communication Platform (MCP)
Enables multiple Claude Code instances to collaborate in real-time through chan…
|
62 | C | 48 | 51 | — | 39 | 81 | ||
| 2465 |
Remote MCP Server (Authless)
A template for deploying MCP servers on Cloudflare Workers without authenticati…
|
62 | C | 48 | 67 | — | 21 | 81 | ||
| 2466 |
mcp-server-starter
A skeleton MCP server in Python for exposing custom tools (e.g., echo, add) to …
|
62 | C | 54 | — | — | 49 | 81 | ||
| 2467 |
Remote MCP Server (Authless)
A template for deploying an authentication-free MCP server on Cloudflare Worker…
|
62 | C | 48 | 70 | — | 24 | 81 | ||
| 2468 |
secrets-mcp
Provides Claude Code with access to personal secrets and notes stored in a loca…
|
62 | C | 54 | — | — | 32 | 95 | ||
| 2469 |
Remote MCP Server (Authless)
Enables deployment of MCP servers on Cloudflare Workers without authentication …
|
62 | C | 48 | 70 | — | 24 | 81 | ||
| 2470 |
simplecov-mcp
Enables Claude to directly access and analyze Ruby SimpleCov coverage reports f…
|
62 | C | 54 | 58 | — | 35 | 94 | ||
| 2471 |
MCP Beget
An MCP server for managing Beget hosting services including sites, domains, dat…
|
62 | C | 73 | 91 | — | 39 | 81 | ||
| 2472 |
bridge4simulator
An MCP (Model Context Protocol) server that enables AI assistants to control iO…
|
62 | C | 48 | — | — | 42 | 95 | ||
| 2473 |
ADB MCP Server
Enables interaction with Android devices via the Android Debug Bridge (ADB), al…
|
61 | C | 56 | 60 | — | 26 | 95 | ||
| 2474 |
Aras Innovator Claude Agent
Enables Claude Desktop to interact with Aras Innovator PLM systems via OAuth 2.…
|
61 | C | 94 | 50 | — | 49 | 81 | ||
| 2475 |
claude-prompts
MCP prompt template server: hot-reload, thinking frameworks, quality gates
|
61 | C | 60 | 17 | — | 89 | 84 | ||
| 2476 |
langchain-mcp
LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-lik…
|
61 | C | 72 | 67 | — | 26 | 95 | ||
| 2477 |
Remote MCP Server Authless
A deployable authentication-free MCP (Model Context Protocol) server on Cloudfl…
|
61 | C | 48 | 65 | — | 22 | 81 | ||
| 2478 |
Modal MCP Toolbox
Facilitates running Python code in a sandbox and generating images using the FL…
|
61 | C | 72 | 60 | — | 60 | 78 | ||
| 2479 |
WikiJS MCP Server
A Model Context Protocol server that enables Claude to read and update document…
|
61 | C | 49 | — | — | 54 | 81 | ||
| 2480 |
Ashby MCP Server
Connects Claude to the Ashby ATS to manage the hiring pipeline through natural …
|
61 | C | 90 | — | — | 30 | 82 | ||
| 2481 |
Local DeepWiki MCP Server
Generates DeepWiki-style documentation for private code repositories with RAG-b…
|
61 | C | 64 | 22 | — | 64 | 95 | ||
| 2482 |
ikhono
The hub for AI skills.
Search, discover, and load community-built skills that …
|
61 | C | 50 | — | — | 53 | 81 | ||
| 2483 |
WeatherAPI MCP Server
Provides current weather and air quality data for any city using WeatherAPI, ea…
|
61 | C | 54 | 55 | — | 22 | 81 | ||
| 2484 |
Postman MCP Generator
An MCP server that converts Postman API requests into executable tools for LLMs…
|
61 | C | 63 | — | — | 32 | 81 | ||
| 2485 |
mind-map
Experimental code intelligence platform for Claude Code with AST parsing and co…
|
61 | C | 60 | 23 | — | 70 | 95 | ||
| 2486 |
MCP Server Demo
A getting started guide and template for creating Python-based MCP servers usin…
|
61 | C | 56 | 12 | — | 45 | 94 | ||
| 2487 |
Python MCP Server
A demonstration MCP server built with fastmcp that provides basic utility tools…
|
61 | C | 60 | 30 | — | 26 | 95 | ||
| 2488 |
routine-mcp
A Model Context Protocol (MCP) server built with the mcp-framework for developi…
|
61 | C | 64 | 50 | — | 27 | 95 | ||
| 2489 |
sprout-mcp
An MCP server that integrates the Sprout Social Public API with Claude and othe…
|
61 | C | 53 | 41 | — | 30 | 80 | ||
| 2490 |
MCP DeepInfra AI Tools Server
Provides various AI capabilities through DeepInfra's OpenAI-compatible API incl…
|
61 | C | 72 | 22 | — | 26 | 81 | ||
| 2491 |
MCP Auth Template
A template for building MCP servers that supports both HTTP transport with Bear…
|
61 | C | 60 | — | — | 37 | 81 | ||
| 2492 |
MCPServerDemo
A demonstration server that implements JSON-RPC 2.0 methods for basic arithmeti…
|
61 | C | 54 | 30 | — | 30 | 89 | ||
| 2493 |
Remote MCP Server (Authless)
A deployable Cloudflare Workers service that implements Model Context Protocol …
|
61 | C | 48 | 68 | — | 26 | 84 | ||
| 2494 |
Claude-LMStudio Bridge
An MCP server that allows Claude to interact with local LLMs running in LM Stud…
|
61 | C | 57 | 28 | — | 21 | 95 | ||
| 2495 |
Basecamp MCP Server
Enables seamless integration with Basecamp 3 through 46 comprehensive API tools…
|
61 | C | 96 | 70 | — | 43 | 82 | ||
| 2496 |
DevDocs MCP Server
Provides access to 600+ documentation libraries from DevDocs.io including Pytho…
|
61 | C | 94 | 57 | — | 30 | 81 | ||
| 2497 |
CallHub
CallHub MCP is a Python-based tool that allows you to interact with the CallHub…
|
61 | C | 72 | 42 | — | 48 | 77 | ||
| 2498 |
yandexgpt-mcp
MCP server for YandexGPT — completions, embeddings, classification, summarizati…
|
61 | C | 45 | — | — | 59 | 83 | ||
| 2499 |
Remote MCP Server (Authless)
A template for deploying a remote MCP server on Cloudflare Workers without auth…
|
61 | C | 48 | 66 | — | 24 | 83 | ||
| 2500 |
Documentation MCP Server
A server that enables Claude to search and access documentation from popular li…
|
61 | C | 60 | 41 | — | 22 | 81 |