AI & Machine Learning
5619 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 3001 |
MCP Server UniFi
A server implementation that enables natural language interactions with UniFi n…
|
49 | D | 48 | 27 | — | 40 | 81 | ||
| 3002 |
Verodat MCP Server
An MCP server that integrates Verodat's data management capabilities with AI sy…
|
49 | D | 77 | — | — | 41 | 95 | ||
| 3003 |
Remote MCP Server
A Cloudflare Workers implementation of Model Context Protocol server that enabl…
|
49 | D | 54 | 57 | — | 21 | 81 | ||
| 3004 |
Remote MCP Server
A template for deploying MCP servers on Cloudflare Workers with OAuth authentic…
|
49 | D | 54 | 57 | — | 21 | 81 | ||
| 3005 |
JoeSandboxMCP
A Model Context Protocol (MCP) server for interacting with Joe Sandbox Cloud.
T…
|
49 | D | 74 | 41 | — | 43 | 81 | ||
| 3006 |
mcp-framework-starter
A starter template for building Model Context Protocol (MCP) servers, enabling …
|
49 | D | 56 | 17 | — | 20 | 95 | ||
| 3007 |
macuse
Connect AI with any macOS app. Deep integration with native apps like Calendar,…
|
49 | D | 64 | 28 | — | 58 | 95 | ||
| 3008 |
Fastn Server
An MCP server that enables dynamic tool registration and execution based on API…
|
49 | D | 69 | 10 | — | 48 | 82 | ||
| 3009 |
Remote MCP Server
A Cloudflare Workers-based implementation of a Model Context Protocol server th…
|
49 | D | 54 | 57 | — | 21 | 81 | ||
| 3010 |
claude-code-mcp
A comprehensive guide and template collection for building model Context Protoc…
|
49 | D | 72 | 62 | — | 45 | 95 | ||
| 3011 |
Remote MCP Server
A Cloudflare Workers-based implementation of the Model Context Protocol (MCP) s…
|
49 | D | 54 | 57 | — | 21 | 81 | ||
| 3012 |
SwiftOpenAI MCP Server
A universal server that enables MCP-compatible clients (like Claude Desktop, Cu…
|
49 | D | 50 | 7 | — | 57 | 85 | ||
| 3013 |
Remote MCP Server
A Cloudflare Workers-based Model Context Protocol server that enables AI assist…
|
49 | D | 54 | 55 | — | 21 | 81 | ||
| 3014 |
Spraay
Full-stack DeFi infrastructure for AI agents on Base. 63 pay-per-call tools acr…
|
48 | D | 90 | 10 | — | 48 | 81 | ||
| 3015 |
lean-ctx
LeanCTX — the cognitive context layer for agentic systems. 62 MCP tools, 10 rea…
|
48 | D | 60 | — | — | 46 | 81 | ||
| 3016 |
Gemini CLI MCP Server
Bridges Google's Gemini CLI with MCP-compatible clients and integrates OpenRout…
|
48 | D | 36 | — | — | 25 | 81 | ||
| 3017 |
PrivateGPT MCP Server
Facilitates integration of PrivateGPT with MCP-compatible applications, enablin…
|
48 | D | 32 | — | — | 13 | 95 | ||
| 3018 |
Kaito Query Service
AI LLM with Gemini, MiniMax, Replicate, OpenRouter. Vision, search, code review…
|
48 | D | 72 | 41 | — | 37 | 81 | ||
| 3019 |
mnemos
Persistent memory engine for AI coding agents. Stores architecture decisions, b…
|
48 | D | 48 | — | — | 69 | 82 | ||
| 3020 |
MCP Server
A Machine Context Protocol server that enables Claude AI to interact with tools…
|
48 | D | 56 | 17 | — | 25 | 85 | ||
| 3021 |
Activepieces MCP Server
An open source automation platform that converts over 280+ integrations into MC…
|
48 | D | 50 | 57 | — | 37 | 95 | ||
| 3022 |
git-auto-commit
Analyzes git repository changes to generate conventional commit messages and su…
|
48 | D | 54 | — | — | 42 | 95 | ||
| 3023 |
MCP Terminal Server
A simple MCP server that allows running terminal commands with output capture, …
|
48 | D | 48 | 25 | — | 21 | 80 | ||
| 3024 |
Memory Bank MCP
An MCP server that enables persistent memory, structured thinking sessions, and…
|
48 | D | 21 | — | — | 30 | 95 | ||
| 3025 |
Research Tracker MCP Server
Enables discovery and analysis of research ecosystems by extracting metadata fr…
|
48 | D | 56 | 31 | — | 19 | 77 | ||
| 3026 |
travel-hacking-toolkit
AI-powered travel hacking and search with cash, points, miles, and award flight…
|
48 | D | 60 | — | — | 48 | 81 | ||
| 3027 |
mcp-launcher
🐳🧩 Easy to use MCP builder & launcher for all possible MCP servers, just like O…
|
48 | D | 40 | 26 | — | 29 | 95 | ||
| 3028 |
basalt
Design tokens, components, icons, and a11y data via MCP. For Cursor, Claude, an…
|
48 | D | 84 | — | — | 71 | 81 | ||
| 3029 |
RDKit Chemical Informatics Server
# MCP RDKit Project
## Overview
The `mcp_rdkit` project integrates the RDKit …
|
48 | D | 54 | 31 | — | 16 | 95 | ||
| 3030 |
MCP Automotivo
Enables natural language analysis of automotive sales data stored in MariaDB us…
|
48 | D | 54 | 28 | — | 19 | 81 | ||
| 3031 |
SDisk MCP File Manager
A corporate file management system that enables users to upload and activate fi…
|
48 | D | 42 | 37 | — | 29 | 80 | ||
| 3032 |
DeepClaude MCP Server
Enables integration and control of DeepSeek and Claude AI models through RESTfu…
|
48 | D | 48 | 38 | — | 19 | 81 | ||
| 3033 |
Firestore Advanced MCP
A Model Context Protocol server that enables large language models like Claude …
|
48 | D | 51 | 35 | — | 43 | 81 | ||
| 3034 |
Workers MCP Demo
A demonstration project that uses Cloudflare Workers MCP to create custom AI to…
|
47 | D | 50 | 30 | — | 21 | 78 | ||
| 3035 |
Debug Companion MCP
Enables AI coding agents to debug Python projects by running pytest, extracting…
|
47 | D | 48 | 25 | — | 33 | 95 | ||
| 3036 |
Databricks MCP Server
Enables AI assistants like Claude to interact with Databricks workspaces throug…
|
47 | D | 48 | 17 | — | 38 | 81 | ||
| 3037 |
Bedrock Server Manager MCP Server
Enables natural language management of Minecraft Bedrock Edition servers throug…
|
47 | D | 42 | 41 | — | 18 | 80 | ||
| 3038 |
Open Ai21 MCP Server
Provides access to Open Ai21 API services including chatbots (GPT-3.5, Claude 3…
|
47 | D | 50 | 57 | — | 45 | 82 | ||
| 3039 |
API as MCP
Converts REST APIs into MCP tools using Gradio, demonstrated with a local IBM G…
|
47 | D | 48 | 27 | — | 16 | 90 | ||
| 3040 |
competlab-mcp-server
Competitive intelligence platform with 24 tools. Monitor competitor pricing, co…
|
47 | D | 58 | — | — | 46 | 81 | ||
| 3041 |
Linode MCP Server
A Model Context Protocol server that enables Large Language Models like Claude …
|
47 | D | 53 | 23 | — | 31 | 81 | ||
| 3042 |
Databricks MCP Server
Enables AI assistants like Claude to interact with Databricks workspaces throug…
|
47 | D | 50 | 16 | — | 34 | 84 | ||
| 3043 |
XRPL MCP Server
A bridge that enables AI models like Claude and GPT to access XRP Ledger data a…
|
47 | D | 62 | 26 | — | 23 | 81 | ||
| 3044 |
Overboard Studio
Create visual whiteboards, diagrams, flowcharts, and project plans from AI conv…
|
47 | D | 58 | — | — | 45 | 81 | ||
| 3045 |
Xueqiu MCP
A MCP service based on the Xueqiu (Chinese stock market) API that enables users…
|
47 | D | 42 | 22 | — | 45 | 81 | ||
| 3046 |
League of Legends Mock Match Predictor
AI-powered League of Legends tool that simulates mock matches and compares summ…
|
47 | D | 66 | 26 | — | 42 | 95 | ||
| 3047 |
TextForge
# TextForge — Human Approval for AI Email
<img src="https://raw.githubusercont…
|
47 | D | 48 | 17 | — | 39 | 81 | ||
| 3048 |
UML-MCP Server
A tool that generates various UML diagrams through natural language description…
|
47 | D | 60 | 25 | — | 26 | 81 | ||
| 3049 |
Pipeworx Catalog
Pipeworx Catalog MCP — Exposes the full Pipeworx platform to Claude
|
47 | D | 96 | — | — | 47 | 81 | ||
| 3050 |
pbi-desktop-mcp-public
The MCP Engine is a Power BI tool that lets AI assistants like Claude interact …
|
46 | D | 54 | — | — | 48 | 81 |