AI & Machine Learning
8532 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 51 |
forge
Structured planning, parallel execution in git worktrees, and deep validation f…
|
87 | A | 90 | — | — | 71 | 95 | ||
| 52 |
BULC Building Designer
Connects Claude Desktop to BULC fire simulation software for AI-powered buildin…
|
87 | A | 92 | 100 | — | 47 | 95 | ||
| 53 |
claude-code-source-all-in-one
Always up-to-date open-source mirror of Claude Code (currently v2.1.152). Run f…
|
87 | A | 96 | — | — | 60 | 95 | ||
| 54 |
buddy-mcp
Claude Code creature collection game. Hatch buddies, pet to boost roll luck, co…
|
87 | A | 84 | — | — | 82 | 95 | ||
| 55 |
mureo
Framework for AI agents (Claude Code, Cursor, Codex, Gemini) to operate Google …
|
87 | A | 96 | — | — | 81 | 81 | ||
| 56 |
knowledge-rag
Local RAG system for Claude Code with hybrid search (BM25 + semantic), cross-en…
|
87 | A | 88 | — | — | 74 | 95 | ||
| 57 |
bot-relay-mcp
MCP coordination primitive for multi-agent workflows. Lets multiple AI coding a…
|
87 | A | 90 | — | — | 92 | 81 | ||
| 58 |
nexus-agents
nexus-agents makes your AI coding tools work together intelligently. It coordin…
|
87 | A | 96 | — | — | 82 | 81 | ||
| 59 |
claude-sessions-mcp
Lets Claude manage tmux sessions on Linux — start long-running ML training jobs…
|
86 | A | 94 | — | — | 60 | 95 | ||
| 60 |
Scratchpad MCP Server
Provides a 'think' tool that allows Claude and other LLMs to add dedicated thin…
|
86 | A | 90 | 100 | — | 41 | 92 | ||
| 61 |
Claude Gemini MCP Integration
A lightweight server that connects Claude Code with Google's Gemini AI models, …
|
86 | A | 90 | 77 | — | 71 | 91 | ||
| 62 |
deep-code-reasoning-mcp
A Model Context Protocol (MCP) server that provides advanced code analysis and …
|
86 | A | 96 | — | — | 76 | 81 | ||
| 63 |
gopher-mcp
Modern, cross-platform MCP server enabling AI assistants to browse and interact…
|
86 | A | 96 | 58 | — | 79 | 95 | ||
| 64 |
ableton-mcp
Connects Ableton Live to Claude AI through the Model Context Protocol, enabling…
|
86 | A | 90 | — | — | 68 | 95 | ||
| 65 |
mcp-knowledge-graph
MCP server enabling persistent memory for Claude through a local knowledge grap…
|
86 | A | 90 | 82 | — | 71 | 95 | ||
| 66 |
hive-sdk
Institutional-grade crypto market infrastructure for AI agents — 376+ tools, 10…
|
86 | A | 96 | — | — | 56 | 95 | ||
| 67 |
wishfinity-mcp-plusw
Universal wishlist for AI shopping experiences. Save any product URL from any s…
|
86 | A | 84 | 80 | 100 | 51 | 95 | ||
| 68 |
antigravity-workspace-template
Give Claude Code, Cursor, Codex CLI a ChatGPT for your codebase. Multi-agent kn…
|
86 | A | 88 | — | — | 72 | 95 | ||
| 69 |
Redact MCP
Auto-detects and obfuscates PII (IPs, emails, API keys, names) so Claude never …
|
86 | A | 96 | — | — | 41 | 95 | ||
| 70 |
sncro
Give your AI coding assistant live visibility into the user's browser. Claude s…
|
86 | A | 90 | 86 | 98 | 68 | 81 | ||
| 71 |
tribunal
Tribunal — Enterprise Claude Code plugin. TDD enforcement, quality gates, vault…
|
86 | A | 90 | — | — | 67 | 95 | ||
| 72 |
Appwrite Docs MCP Server
Enables IDEs like Cursor, Windsurf, and Claude Code to access and query Appwrit…
|
86 | A | 96 | 92 | 90 | 47 | 81 | ||
| 73 |
aiseo-audit
Audit web pages for AI search readiness (ChatGPT, Claude, Perplexity, Gemini).
|
85 | A | 88 | — | — | 66 | 95 | ||
| 74 |
staccbot-tg
fomox402 broker + MCP server for last-bidder-wins games on Solana. One URL into…
|
85 | A | 84 | 88 | 95 | 73 | 81 | ||
| 75 |
Astro Docs MCP Server
Allows AI tools like Cursor, VS Code, Claude, ChatGPT, and Windsurf to access t…
|
85 | A | 92 | 100 | 96 | 25 | 81 | ||
| 76 |
gemini-audio-mcp
High-performance audio, music, and voice generation MCP server for Gemini 2.5 a…
|
85 | A | 88 | — | — | 82 | 83 | ||
| 77 |
Prompt Cleaner MCP Server
Enables cleaning and sanitizing prompts through an LLM-powered tool that remove…
|
85 | A | 90 | 100 | — | 49 | 81 | ||
| 78 |
widemem-ai
Open-source AI memory layer for LLM agents. Importance scoring, temporal decay,…
|
85 | A | 90 | — | — | 83 | 81 | ||
| 79 |
spendlog
Cost and expense tracking for solo entrepreneurs, with local-first SQLite stora…
|
85 | A | 75 | — | — | 88 | 95 | ||
| 80 |
melchizedek
Persistent memory for Claude Code — offline, single-file, hybrid search.
|
85 | A | 88 | 82 | — | 90 | 95 | ||
| 81 |
claude-terminal-mcp
Terminal, filesystem, and background-job tools for Claude Desktop on Linux/macO…
|
85 | A | 90 | — | — | 63 | 95 | ||
| 82 |
robotstxt-ai-mcp
Analyze and generate robots.txt files with AI crawler awareness. Fetch any site…
|
85 | A | 76 | — | — | 69 | 95 | ||
| 83 |
YOKATLAS API MCP Server
Provides an MCP interface for accessing YOKATLAS (Turkish Higher Education Coun…
|
85 | A | 86 | 100 | 88 | 48 | 81 | ||
| 84 |
whoop-ai-mcp
MCP server that connects AI assistants like Claude to WHOOP health data, enabli…
|
85 | A | 81 | — | — | 95 | 83 | ||
| 85 |
claude-linux-mcp
Give Claude Desktop full desktop control on Linux/X11: screenshot, mouse, keybo…
|
85 | A | 90 | — | — | 63 | 95 | ||
| 86 |
Silicon-Pantheon
Turn-based strategy game where AI agents (Claude, GPT, Grok) are the players an…
|
85 | A | 90 | 86 | 100 | 63 | 81 | ||
| 87 |
claude-engram
Persistent memory and session intelligence for Claude Code. Auto-tracks mistake…
|
85 | A | 100 | — | — | 47 | 95 | ||
| 88 |
AEO Scanner
AI visibility for ChatGPT/Perplexity/Claude — triple score (AEO+GEO+Agent) with…
|
85 | A | 100 | 80 | 97 | 71 | 69 | ||
| 89 |
calendly-mcp-server
Connect Claude to Calendly — schedule meetings, check availability, manage even…
|
85 | A | 94 | — | — | 56 | 95 | ||
| 90 |
HoShy
Search Rakuten Ichiba products and compare prices via Claude. Zero setup, no AP…
|
85 | A | 90 | 93 | 100 | 52 | 81 | ||
| 91 |
Video Transcriber MCP Server
Transcribes videos from 1000+ platforms (YouTube, TikTok, Vimeo, etc.) and loca…
|
85 | A | 90 | 100 | — | 42 | 95 | ||
| 92 |
mcp-server-code-execution-mode
An MCP server that executes Python code in isolated rootless containers with op…
|
84 | B | 96 | 100 | — | 56 | 95 | ||
| 93 |
Gemini Watermark Remover
Enables the removal of Gemini AI watermarks from generated images in PNG, JPG, …
|
84 | B | 74 | 100 | — | 48 | 95 | ||
| 94 |
claude-mesh
Enables networked Claude-to-Claude messaging over HTTP and MCP channels, allowi…
|
84 | B | 84 | — | — | 71 | 95 | ||
| 95 |
ai-vision-mcp
📇 🏠 🍎 🪟 🐧 - Multimodal AI vision MCP server for image, video, and object detect…
|
84 | B | 100 | 61 | — | 76 | 92 | ||
| 96 |
Data Workers
Open-source autonomous agent swarm of 15 MCP-native AI agents for data engineer…
|
84 | B | 90 | — | — | 60 | 95 | ||
| 97 |
mcp-uimax
Frontend expert for Claude Code. Captures screenshots, runs Lighthouse + axe-co…
|
84 | B | 72 | — | — | 88 | 95 | ||
| 98 |
kr-crypto-intelligence
Korean crypto market data + AI analysis for trading agents. 7 tools: AI market …
|
84 | B | 84 | 100 | 94 | 53 | 81 | ||
| 99 |
RyanNg
Cipher is an opensource memory layer specifically designed for coding agents. C…
|
84 | B | 90 | 72 | — | 73 | 95 | ||
| 100 |
ClipSnap
MCP server that gives Claude Code reliable access to clipboard images and scree…
|
84 | B | 78 | — | — | 79 | 95 |