AI & Machine Learning
8532 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 101 |
ai-vision-mcp
📇 🏠 🍎 🪟 🐧 - Multimodal AI vision MCP server for image, video, and object detect…
|
84 | B | 100 | 61 | — | 76 | 92 | ||
| 102 |
toolroute - Intelligent Automated LLM Routing
Your agent shouldn't have to guess which model or tool to use.
ToolRoute does …
|
84 | B | 96 | 68 | 97 | 55 | 81 | ||
| 103 |
llm-cli-gateway
A Model Context Protocol (MCP) gateway for running Claude Code, Codex, Gemini, …
|
84 | B | 88 | — | — | 63 | 95 | ||
| 104 |
backlog
Persistent, cross-session task management for Claude Code. 24 MCP tools, 7 skil…
|
84 | B | 88 | — | — | 61 | 95 | ||
| 105 |
Data Workers
Open-source autonomous agent swarm of 15 MCP-native AI agents for data engineer…
|
84 | B | 90 | — | — | 60 | 95 | ||
| 106 |
Gemini Watermark Remover
Enables the removal of Gemini AI watermarks from generated images in PNG, JPG, …
|
84 | B | 74 | 100 | — | 48 | 95 | ||
| 107 |
mcp-uimax
Frontend expert for Claude Code. Captures screenshots, runs Lighthouse + axe-co…
|
84 | B | 72 | — | — | 88 | 95 | ||
| 108 |
ogham-mcp
Shared memory MCP server — persistent, searchable, cross-client Claude, Opencode
|
84 | B | 88 | — | — | 81 | 81 | ||
| 109 |
mcp-gemini-google-search
MCP server for Google Search integration using Gemini's built-in search capabil…
|
84 | B | 94 | 61 | — | 64 | 95 | ||
| 110 |
humantone-mcp
Official MCP server for HumanTone, enabling AI text humanization and AI likelih…
|
84 | B | 94 | — | — | 73 | 81 | ||
| 111 |
Claude Mobile
Enables mobile device automation for Android (via ADB) and iOS Simulator (via s…
|
84 | B | 90 | — | — | 59 | 95 | ||
| 112 |
mcp-openapi
Turn any OpenAPI/Swagger spec into Claude tools. Zero config, zero code. Suppor…
|
84 | B | 96 | 62 | — | 72 | 94 | ||
| 113 |
darktable-mcp
Enables Claude and other AI assistants to control darktable for photo managemen…
|
84 | B | 94 | — | — | 51 | 95 | ||
| 114 |
Image Generation MCP
Generates blog and social media images using Google's Gemini AI with pre-config…
|
84 | B | 78 | 100 | — | 63 | 81 | ||
| 115 |
mcp-server-code-execution-mode
An MCP server that executes Python code in isolated rootless containers with op…
|
84 | B | 96 | 100 | — | 56 | 95 | ||
| 116 |
mcp-server-peecai
Track how your brand appears in AI-generated answers across ChatGPT, Perplexity…
|
84 | B | 90 | — | — | 79 | 81 | ||
| 117 |
Glance
An MCP server that gives Claude Code real browser control for web automation, t…
|
84 | B | 66 | — | — | 81 | 95 | ||
| 118 |
Memory MCP Server
SQLite-backed memory storage for MCP agents with optional semantic search via O…
|
84 | B | 78 | 100 | — | 45 | 95 | ||
| 119 |
claude-rocm-mcp
Read-only AMD GPU monitoring for Claude on Linux — VRAM, temperature, clocks, p…
|
84 | B | 88 | — | — | 63 | 95 | ||
| 120 |
tickerr
Live status, API pricing and rate limits for ChatGPT, Claude, Gemini, Cursor an…
|
84 | B | 96 | 100 | 96 | 32 | 81 | ||
| 121 |
brainfile
Brainfile memory layer for Claude Code over MCP: free starter files + weekly fr…
|
83 | B | — | — | 100 | — | 67 | ||
| 122 |
video-research-mcp
Give Claude Code 51 research, analysis & media production tools with one comman…
|
83 | B | 88 | 55 | — | 85 | 95 | ||
| 123 |
massive-context-mcp
Handles 10M+ token contexts with chunking, sub-queries, and local Ollama infere…
|
83 | B | 72 | 82 | — | 77 | 95 | ||
| 124 |
HA_MCP
🏠🤖 HomeAssistant Add-on for Claude Desktop MCP integration. Control smart home …
|
83 | B | 100 | 70 | — | 51 | 89 | ||
| 125 |
agenite
🤖 Build powerful AI agents with TypeScript. Agenite makes it easy to create, co…
|
83 | B | 88 | 62 | — | 71 | 95 | MD | |
| 126 |
Miyabi MCP Bundle
A comprehensive all-in-one MCP server with 172 tools across 21 categories inclu…
|
83 | B | 96 | 56 | — | 82 | 95 | ||
| 127 |
cross-code-organizer
Cross-Code Organizer (formerly Claude Code Organizer): cross-harness config das…
|
83 | B | 72 | — | — | 85 | 95 | ||
| 128 |
claude-mcp-tunnel
MCP server that detects project frameworks (25+), starts dev
servers, and creat…
|
83 | B | 70 | — | — | 71 | 95 | ||
| 129 |
mcp-everything-search
A high-performance Model Context Protocol (MCP) server built for Windows. Lever…
|
83 | B | 78 | — | — | 57 | 95 | ||
| 130 |
MCP Apps Template Server
A starter template for building MCP apps with React widgets, featuring tool exe…
|
83 | B | 90 | 71 | — | 52 | 95 | ||
| 131 |
casibase
⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-co…
|
83 | B | 96 | 63 | — | 77 | 82 | ||
| 132 |
langchainjs-mcp-adapters
** THIS REPO HAS MOVED TO https://github.com/langchain-ai/langchainjs/tree/main…
|
83 | B | 72 | 73 | — | 80 | 95 | ||
| 133 |
Homelab MCP Server
Enables Claude to monitor and manage homelab infrastructure including Docker co…
|
83 | B | 100 | 100 | — | 30 | 81 | ||
| 134 |
reddit-mcp-buddy
Browse Reddit posts, search content, and analyze user activity without API keys…
|
83 | B | 100 | 82 | — | 88 | 90 | ||
| 135 |
swarmclaw
Open-source self-hosted AI agent runtime and multi-agent framework for autonomo…
|
83 | B | 72 | — | — | 86 | 95 | ||
| 136 |
obscuraai-mcp
MCP server for Claude, ChatGPT, coding agents (cursor, claude code etc), windsu…
|
83 | B | 94 | — | — | 50 | 95 | ||
| 137 |
mcp-memory-server
Hosted memory that learns and forgets — feedback re-ranks what helps, recall fa…
|
83 | B | 84 | — | — | 83 | 83 | ||
| 138 |
Claude Memory MCP Server
An MCP server that provides persistent memory capabilities for Claude, offering…
|
83 | B | 79 | 100 | — | 75 | 81 | ||
| 139 |
cortex
Cortex is a Claude Code plugin that gives Claude persistent memory across sessi…
|
83 | B | 76 | — | — | 78 | 95 | ||
| 140 |
n8n Workflow Builder
Enables AI-powered building, optimization, debugging, and management of n8n wor…
|
83 | B | 90 | — | — | 74 | 81 | ||
| 141 |
n8n-workflow-builder
AI assistant integration for n8n workflow automation through Model Context Prot…
|
83 | B | 94 | 75 | — | 72 | 87 | ||
| 142 |
Polybridge MCP
Enables LLMs to connect to n8n workflows, Blender 3D, Notion, and filesystem to…
|
83 | B | 94 | — | — | 68 | 81 | ||
| 143 |
mie
Persistent memory graph for AI agents. Facts, decisions, entities, and relation…
|
83 | B | 96 | 53 | — | 84 | 95 | ||
| 144 |
CodeCompass
Helps developers tackle legacy codebases by giving AI coding assistants context…
|
83 | B | 94 | 58 | — | 76 | 90 | ||
| 145 |
TOTP MCP Server
Generates time-based one-time password (TOTP) 2FA codes for configured accounts…
|
83 | B | 94 | 66 | — | 54 | 95 | ||
| 146 |
coherence-signal
A brand's claim (website coherence) vs its reality (recent news), and the diver…
|
83 | B | — | — | 99 | — | 67 | ||
| 147 |
LinkedIn Intelligence MCP Server
Connects Claude Desktop to LinkedIn's data layer for AI-powered networking, ena…
|
83 | B | 84 | 82 | — | 59 | 95 | ||
| 148 |
spix-mcp
Give AI agents a real phone number and voice. Make outbound calls, handle inbou…
|
83 | B | 96 | — | — | 66 | 81 | ||
| 149 |
unity-mcp-server
Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, …
|
83 | B | 96 | 65 | — | 68 | 95 | ||
| 150 |
undo-mcp
A smart, checkpoint‑based undo system for Claude Code. Automatically snapshots …
|
83 | B | 90 | 75 | — | 45 | 95 |