AI & Machine Learning
5043 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 301 |
novyx-mcp
Governed actions, shared memory, audit, and rollback for MCP clients such as Cl…
|
80 | B | 72 | — | — | 73 | 95 | ||
| 302 |
Nelly the Elephant
Search and resume past Claude Code conversations. An elephant never forgets.
|
80 | B | 70 | — | — | 57 | 95 | ||
| 303 |
Claude Session MCP
Provides Claude Code with programmatic session awareness to track context usage…
|
80 | B | 90 | 91 | — | 24 | 92 | ||
| 304 |
Okta MCP Server
Enables Claude to interact with Okta's user management system, providing capabi…
|
80 | B | 84 | 76 | — | 61 | 80 | ||
| 305 |
Ask MCP
Provides access to multiple AI models (Grok, Gemini 2.5 Pro, Kimi, Qwen3 Coder,…
|
80 | B | 100 | 66 | — | 42 | 80 | ||
| 306 |
My MCP Server
Geography Guesser game
|
80 | B | — | — | 93 | — | 67 | ||
| 307 |
Superprecio MCP Server
Enables AI assistants to search products, compare prices, and find the best dea…
|
80 | B | 90 | 68 | — | 58 | 82 | ||
| 308 |
UnityMCP
Unity Editor integration with Model Context Protocol (MCP) enabling AI assistan…
|
80 | B | 84 | 58 | — | 59 | 95 | ||
| 309 |
x402-buyer-mcp
Universal x402 buyer agent — discover, pay for, and call any x402 paid API endp…
|
80 | B | 96 | — | — | 50 | 81 | ||
| 310 |
gemini-media-mcp
Unified Gemini media generation: Nano Banana (images, editing, multi-reference …
|
80 | B | 84 | — | — | 73 | 81 | ||
| 311 |
mcp-video
Video editing MCP server with 26 tools for trimming, merging, text overlays, au…
|
80 | B | 60 | — | — | 94 | 95 | ||
| 312 |
appium-mcp
Appium MCP Server 是一个异步、高性能的移动自动化测试框架，基于 MCP 协议与 Claude/ChatGPT 等 AI 集成，支持 Andr…
|
80 | B | 90 | 61 | — | 48 | 91 | ||
| 313 |
OpenAPI MCP Server
A generic MCP server that dynamically converts OpenAPI-defined REST APIs into t…
|
80 | B | 96 | 65 | — | 65 | 82 | ||
| 314 |
bear-notes-mcp
MCP Server for Bear note taking app available as Claude Desktop extension or st…
|
80 | B | 60 | — | — | 73 | 95 | ||
| 315 |
roadmap-skill
Shared roadmap for humans and AI Agents. Visual kanban and graph for you, Skill…
|
80 | B | 96 | 65 | — | 61 | 94 | ||
| 316 |
Finance Tracker MCP Server
AI-powered personal finance analysis through Claude AI using Plaid integration,…
|
80 | B | 90 | — | — | 43 | 95 | ||
| 317 |
DevServer MCP
Monitors development server logs in real-time and provides Claude with immediat…
|
80 | B | 94 | 71 | — | 23 | 95 | ||
| 318 |
claude-talk-to-figma-mcp
A Model Context Protocol (MCP) that allows Claude Desktop and other AI tools (C…
|
80 | B | 88 | 58 | — | 80 | 90 | ||
| 319 |
MalwareAnalyzerMCP
A specialized MCP server for Claude Desktop that allows executing terminal comm…
|
80 | B | 84 | 100 | — | 30 | 94 | ||
| 320 |
Sequential Thinking MCP Server
An MCP server that enables Claude to break down complex problems into manageabl…
|
80 | B | 75 | 100 | — | 25 | 95 | ||
| 321 |
mcp-thinkgate
Auto-classifies prompt complexity and routes to the right Claude thinking mode.…
|
80 | B | 84 | 100 | — | 68 | 83 | ||
| 322 |
bruno-mcp
🚀 MCP server for generating Bruno API testing files programmatically. Create co…
|
80 | B | 88 | 72 | — | 47 | 95 | ||
| 323 |
seojeom-mcp
Local-first MCP server for Claude/Codex project wiki and graph workflows
|
80 | B | 72 | — | — | 75 | 95 | ||
| 324 |
brainstorm-mcp
Multi-round AI brainstorming debates between multiple models (GPT, Gemini, Deep…
|
80 | B | 72 | 70 | — | 76 | 92 | ||
| 325 |
Ideabob Validation
Score, validate, and pressure-test startup ideas with AI from Claude or any MCP…
|
80 | B | — | 66 | 93 | — | 81 | ||
| 326 |
apple-notes-mcp
MCP server for Apple Notes - create, search, update, and manage notes via Claud…
|
80 | B | 79 | 63 | — | 80 | 90 | ||
| 327 |
Hardened Google Workspace MCP
A security-hardened integration that enables Claude to interact with Google Wor…
|
80 | B | 78 | 82 | — | 49 | 90 | ||
| 328 |
benchclaw-integrations
Register LLMs/agents and submit research papers (Markdown) to the [BenchClaw](h…
|
80 | B | 90 | — | — | 64 | 81 | ||
| 329 |
ClaudeSmalltalk
MCP server for AI interaction with live Smalltalk images
|
79 | B | 75 | 67 | — | 74 | 90 | ||
| 330 |
Foundry VTT MCP Bridge
Connects Claude Desktop to Foundry VTT for AI-powered campaign management, enab…
|
79 | B | 96 | 46 | — | 63 | 95 | ||
| 331 |
ChatGPT WebSearch MCP
Provides access to OpenAI's ChatGPT API with web search capabilities for Claude…
|
79 | B | 90 | 71 | — | 53 | 81 | ||
| 332 |
Codex MCP Server
Connects AI assistants like Claude to the Codex CLI for code analysis, editing,…
|
79 | B | 84 | 65 | — | 67 | 90 | ||
| 333 |
Token Analyzer MCP
Provides intelligent analysis of token usage patterns and optimization recommen…
|
79 | B | 90 | 71 | — | 37 | 90 | ||
| 334 |
mcp-openmemory
Simple standalone MCP server giving Claude the ability to remember your convers…
|
79 | B | 90 | 61 | — | 50 | 95 | ||
| 335 |
nanobanana-mcp
A security-hardened MCP server for generating and editing images using Google G…
|
79 | B | 90 | 67 | — | 48 | 82 | ||
| 336 |
cnc-fluidnc-mcp
An MCP server that enables Claude to control CNC routers running FluidNC firmwa…
|
79 | B | 69 | — | — | 53 | 95 | ||
| 337 |
fal-mcp-server
Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusi…
|
79 | B | 100 | 30 | — | 92 | 82 | ||
| 338 |
MCP Midjourney
Enables AI image and video generation using Midjourney through the AceDataCloud…
|
79 | B | 84 | — | — | 69 | 81 | ||
| 339 |
attio-mcp-server
Provides seamless access to the Attio API for AI assistants like Claude and Cur…
|
79 | B | 96 | 62 | — | 51 | 95 | ||
| 340 |
nexus-mcp
Invoke CLI agents (Gemini, Codex, Claude, OpenCode) as MCP tools with parallel …
|
79 | B | 67 | — | — | 55 | 95 | ||
| 341 |
trainingpeaks-mcp
Query TrainingPeaks workouts, analyze CTL/ATL/TSB fitness metrics, and compare …
|
79 | B | 100 | 46 | — | 51 | 90 | ||
| 342 |
sverklo
Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsur…
|
79 | B | 64 | — | — | 84 | 95 | ||
| 343 |
mcp-browser-agent
A Model Context Protocol (MCP) integration that provides Claude Desktop with au…
|
79 | B | 90 | 58 | — | 63 | 84 | ||
| 344 |
phantom
An AI co-worker with its own computer. Self-evolving, persistent memory, MCP se…
|
79 | B | 72 | — | — | 70 | 95 | ||
| 345 |
mcp-accessibility-auditor
MCP Accessibility Auditor is a powerful tool that brings professional web acces…
|
79 | B | 88 | 100 | — | 50 | 90 | ||
| 346 |
Mac Shell MCP Server
An MCP server that allows secure execution of macOS terminal commands through C…
|
79 | B | 75 | 100 | — | 82 | 82 | ||
| 347 |
Expo Dev Build MCP Server
Enables Claude to interact with physical iOS devices running Expo development b…
|
79 | B | 90 | 91 | — | 25 | 80 | ||
| 348 |
claude-praetorian-mcp
⚜️ An MCP server for context compaction and recycling in Claude Code
|
79 | B | 90 | 61 | — | 51 | 92 | ||
| 349 |
CPersona
Persistent AI memory server with 3-layer hybrid search (vector + FTS5 + keyword…
|
79 | B | 92 | — | — | 53 | 81 | ||
| 350 |
mcp-ratchet-clinical-charting
MCP server for clinical charting with Claude - document patient visits to EMR
|
79 | B | 75 | 91 | — | 52 | 83 |