AI & Machine Learning
8609 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 401 |
mcp-server-synology
💾 Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants …
|
79 | B | 100 | 41 | — | 72 | 80 | ||
| 402 |
convalytics
Read-only analytics for Convex apps, queryable via MCP from Claude, Cursor, and…
|
79 | B | 92 | 62 | 95 | 53 | 81 | ||
| 403 |
trainingpeaks-mcp
Query TrainingPeaks workouts, analyze CTL/ATL/TSB fitness metrics, and compare …
|
79 | B | 100 | 46 | — | 51 | 90 | ||
| 404 |
agentaeo-mcp-server
AEO audit tool — measure brand visibility across ChatGPT, Perplexity, Claude, a…
|
79 | B | 76 | — | — | 62 | 95 | ||
| 405 |
mcp-browser-agent
A Model Context Protocol (MCP) integration that provides Claude Desktop with au…
|
79 | B | 90 | 58 | — | 63 | 84 | ||
| 406 |
stacklit
One command gives AI agents instant codebase context. ~250 tokens replaces 50,0…
|
79 | B | 66 | — | — | 79 | 95 | ||
| 407 |
n8n-mcp
A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflo…
|
79 | B | 75 | 67 | — | 98 | 80 | ||
| 408 |
Computer Use MCP Server
Enables Claude Code to interact with Linux X11 desktops by performing mouse act…
|
79 | B | 78 | 91 | — | 27 | 95 | ||
| 409 |
MCP Codebase Index
Enables semantic search across your codebase using Google's Gemini embeddings a…
|
79 | B | 94 | 68 | — | 33 | 95 | ||
| 410 |
Brain MCP
Enables inter-session communication and coordination for multiple Claude Code i…
|
79 | B | 84 | — | — | 50 | 95 | ||
| 411 |
Memex
Enables searching and retrieving Claude Code conversation history that would ot…
|
79 | B | 100 | 37 | — | 66 | 95 | ||
| 412 |
Spec3 MCP Server
A demonstration MCP server for local development and testing with Claude Deskto…
|
79 | B | 86 | 82 | — | 22 | 95 | ||
| 413 |
Unity API Communicator MCP Server
Control Unity Editor from AI agents. 200+ MCP tools for GameObjects, Scenes, As…
|
79 | B | 84 | — | — | 50 | 95 | ||
| 414 |
monarch-mcp
Comprehensive Monarch Money integration with read and write support for account…
|
79 | B | 53 | 82 | — | 71 | 95 | ||
| 415 |
cursor-usage
Enterprise AI coding usage analytics — track spend, model usage, and costs acro…
|
79 | B | 72 | 72 | — | 58 | 92 | ||
| 416 |
ClaudeHistoryMCP
An MCP server that makes Claude Code conversation history searchable and proact…
|
79 | B | 79 | 67 | — | 60 | 95 | ||
| 417 |
q1-crafter-mcp
<p align="center">
<img src="https://img.shields.io/badge/MCP-Server-blueviol…
|
79 | B | 90 | 65 | — | 49 | 94 | ||
| 418 |
askr
An MCP assistant that provides asynchronous and parallel Q\&A capabilities for …
|
79 | B | 90 | — | — | 57 | 81 | ||
| 419 |
MCP Adobe Premiere Pro
An AI-powered automation bridge for Adobe Premiere Pro that enables controlling…
|
79 | B | 86 | 75 | — | 55 | 95 | ||
| 420 |
Amazon SP-API MCP Server
Connects Claude to Amazon Seller Central via the SP-API for natural language qu…
|
79 | B | 79 | — | — | 32 | 95 | ||
| 421 |
mcp-accessibility-auditor
MCP Accessibility Auditor is a powerful tool that brings professional web acces…
|
79 | B | 88 | 100 | — | 50 | 90 | ||
| 422 |
ClaudeSmalltalk
MCP server for AI interaction with live Smalltalk images
|
79 | B | 75 | 67 | — | 74 | 90 | ||
| 423 |
Monarch Money MCP Server
Enables integration with Monarch Money to query financial data, analyze spendin…
|
79 | B | 84 | 68 | — | 46 | 90 | ||
| 424 |
S3 MCP Server
An Amazon S3 Model Context Protocol server that allows Large Language Models li…
|
79 | B | 86 | 57 | — | 80 | 92 | ||
| 425 |
Token Analyzer MCP
Provides intelligent analysis of token usage patterns and optimization recommen…
|
79 | B | 90 | 71 | — | 37 | 90 | ||
| 426 |
attio-mcp-server
Provides seamless access to the Attio API for AI assistants like Claude and Cur…
|
79 | B | 96 | 62 | — | 51 | 95 | ||
| 427 |
claude-concilium
Multi-agent AI consultation framework for Claude Code. Three MCP servers wrappi…
|
79 | B | 72 | 77 | — | 57 | 95 | ||
| 428 |
Defense MCP
Provides Claude Desktop access to Defense.com threat intelligence data for risk…
|
79 | B | 76 | 72 | — | 72 | 76 | ||
| 429 |
gemini-api-docs-mcp
Provides tools to search and retrieve Google Gemini API documentation.
|
79 | B | 66 | 100 | — | 46 | 86 | ||
| 430 |
Codex MCP Server
Connects AI assistants like Claude to the Codex CLI for code analysis, editing,…
|
79 | B | 84 | 65 | — | 67 | 90 | ||
| 431 |
mcp-ratchet-clinical-charting
MCP server for clinical charting with Claude - document patient visits to EMR
|
79 | B | 75 | 91 | — | 52 | 83 | ||
| 432 |
File Opener MCP Server
Enables Claude AI to open files and directories with system default application…
|
79 | B | 90 | 67 | — | 36 | 90 | ||
| 433 |
claudia
AI-native task management system for Claude agents. Hierarchical tasks, depende…
|
78 | B | 94 | 56 | — | 66 | 90 | ||
| 434 |
tsgram-mcp
TSgram: Telegram + Claude with local workspace access on your phone in typescri…
|
78 | B | 90 | 66 | — | 50 | 84 | ||
| 435 |
pykrx-mcp
Provides Korean stock market data (KOSPI, KOSDAQ, KONEX) including prices, fund…
|
78 | B | 54 | 82 | — | 71 | 95 | ||
| 436 |
preflight
24-tool MCP server for Claude Code that catches vague prompts before they waste…
|
78 | B | 76 | 56 | — | 83 | 89 | ||
| 437 |
swarmix-mcp
AI client acquisition autopilot. 15 MCP tools for LinkedIn, Email, X, Instagram…
|
78 | B | 90 | — | — | 53 | 81 | ||
| 438 |
threadmap-mcp
Conversation drift visualization for Claude. Color-coded inflection points and …
|
78 | B | 78 | — | — | 55 | 95 | ||
| 439 |
gemini-mcp
Gemini 3 MCP server with 30+ tools: images, video, research, TTS, code exec & C…
|
78 | B | 90 | 72 | — | 58 | 83 | ||
| 440 |
Claudegram
MCP server that enables Claude Code to interact with a personal Telegram accoun…
|
78 | B | 72 | — | — | 64 | 95 | ||
| 441 |
IDAssistMCP
Enables LLM clients like Claude to interact with IDA Pro for binary analysis, d…
|
78 | B | 80 | 57 | — | 62 | 94 | ||
| 442 |
Bambu Lab MCP Server
Enables comprehensive control and monitoring of Bambu Lab 3D printers through C…
|
78 | B | 90 | 71 | — | 54 | 90 | ||
| 443 |
EMMA MCP
A custom MCP server that enables Claude to access and query municipal bond data…
|
78 | B | 94 | — | — | 30 | 95 | ||
| 444 |
Gemini Daily MCP Server (Compressed)
Token-optimized MCP server that integrates Google Gemini CLI for AI-powered cod…
|
78 | B | 90 | 63 | — | 43 | 90 | ||
| 445 |
multi-ai-advisor
A Model Context Protocol (MCP) server that queries multiple Ollama models and c…
|
78 | B | 68 | 100 | — | 53 | 90 | ||
| 446 |
agent-toolbelt
20 focused API tools for AI agents: schema generation, text extraction, token c…
|
78 | B | 78 | — | — | 56 | 95 | ||
| 447 |
Claudeers MCP Server
Search the Claudeers registry of Claude tools, ranked by maintenance and commun…
|
78 | B | — | — | 90 | — | 67 | ||
| 448 |
mcp-hfspace MCP Server
Connects Claude Desktop to Hugging Face Spaces with minimal setup, enabling cap…
|
78 | B | 96 | 66 | — | 41 | 81 | ||
| 449 |
WhaTap MXQL CLI
Enables querying WhaTap monitoring data using MXQL (Metrics Query Language) thr…
|
78 | B | 100 | 68 | — | 26 | 81 | ||
| 450 |
n8n Workflow Builder
Enables AI assistants to manage n8n automation workflows through natural langua…
|
78 | B | 94 | 100 | — | 48 | 81 |