AI & Machine Learning
5486 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 351 |
Monarch Money MCP Server
Enables integration with Monarch Money to query financial data, analyze spendin…
|
79 | B | 84 | 68 | — | 46 | 90 | ||
| 352 |
Code Lens
Gemini-powered MCP server for code analysis.
|
79 | B | 92 | 61 | — | 53 | 95 | ||
| 353 |
AdButler
Manage AdButler campaigns, zones, ad items, VAST, and reports from Claude, Chat…
|
79 | B | 100 | 80 | 90 | 41 | 69 | ||
| 354 |
claude-peers
Enables discovery and instant communication between multiple local Claude Code …
|
79 | B | 90 | — | — | 39 | 95 | ||
| 355 |
Computer Use MCP Server
Enables Claude Code to interact with Linux X11 desktops by performing mouse act…
|
79 | B | 78 | 91 | — | 27 | 95 | ||
| 356 |
db-oauth-mcp
A Node.js MCP server that enables Claude Desktop to securely run read-only SQL …
|
79 | B | 84 | — | — | 69 | 81 | ||
| 357 |
engram-mcp
Persistent semantic memory for AI agents. SQLite-backed, local-first, zero conf…
|
79 | B | 90 | 55 | — | 64 | 90 | ||
| 358 |
Defense MCP
Provides Claude Desktop access to Defense.com threat intelligence data for risk…
|
79 | B | 76 | 72 | — | 72 | 76 | ||
| 359 |
DevMatch - AI Recruiting & Mission-Aligned Engineer Discovery
Verified engineer hiring for mission-driven teams using AI matching across publ…
|
79 | B | — | — | 91 | — | 67 | ||
| 360 |
mcp-obsidian
Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write acc…
|
79 | B | 94 | 100 | — | 49 | 95 | ||
| 361 |
claude-praetorian-mcp
⚜️ An MCP server for context compaction and recycling in Claude Code
|
79 | B | 90 | 61 | — | 51 | 92 | ||
| 362 |
monarch-mcp
Comprehensive Monarch Money integration with read and write support for account…
|
79 | B | 53 | 82 | — | 71 | 95 | ||
| 363 |
mcp-server-synology
💾 Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants …
|
79 | B | 100 | 41 | — | 72 | 80 | ||
| 364 |
mcp-openmemory
Simple standalone MCP server giving Claude the ability to remember your convers…
|
79 | B | 90 | 61 | — | 50 | 95 | ||
| 365 |
Codex MCP Server
Connects AI assistants like Claude to the Codex CLI for code analysis, editing,…
|
79 | B | 84 | 65 | — | 67 | 90 | ||
| 366 |
cursor-usage
Enterprise AI coding usage analytics — track spend, model usage, and costs acro…
|
79 | B | 72 | 72 | — | 58 | 92 | ||
| 367 |
Mac Shell MCP Server
An MCP server that allows secure execution of macOS terminal commands through C…
|
79 | B | 75 | 100 | — | 82 | 82 | ||
| 368 |
ClaudeSmalltalk
MCP server for AI interaction with live Smalltalk images
|
79 | B | 75 | 67 | — | 74 | 90 | ||
| 369 |
Brain MCP
Enables inter-session communication and coordination for multiple Claude Code i…
|
79 | B | 84 | — | — | 50 | 95 | ||
| 370 |
amazon-sp-mcp
MCP server for Amazon SP-API — connect Claude to Seller Central for sales, inve…
|
79 | B | 79 | — | — | 32 | 95 | ||
| 371 |
MCP Adobe Premiere Pro
An AI-powered automation bridge for Adobe Premiere Pro that enables controlling…
|
79 | B | 86 | 75 | — | 55 | 95 | ||
| 372 |
Token Analyzer MCP
Provides intelligent analysis of token usage patterns and optimization recommen…
|
79 | B | 90 | 71 | — | 37 | 90 | ||
| 373 |
Foundry VTT MCP Bridge
Connects Claude Desktop to Foundry VTT for AI-powered campaign management, enab…
|
79 | B | 96 | 46 | — | 63 | 95 | ||
| 374 |
nanobanana-mcp
A security-hardened MCP server for generating and editing images using Google G…
|
79 | B | 90 | 67 | — | 48 | 82 | ||
| 375 |
acheron-mcp-server
Cross-surface persistent memory for Claude. Bridges context between Claude Chat…
|
79 | B | 78 | — | — | 59 | 95 | ||
| 376 |
cnc-fluidnc-mcp
An MCP server that enables Claude to control CNC routers running FluidNC firmwa…
|
79 | B | 69 | — | — | 53 | 95 | ||
| 377 |
sverklo
Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsur…
|
79 | B | 64 | — | — | 84 | 95 | ||
| 378 |
mcp-ratchet-clinical-charting
MCP server for clinical charting with Claude - document patient visits to EMR
|
79 | B | 75 | 91 | — | 52 | 83 | ||
| 379 |
coros-workout-mcp
Enables Claude to design strength workouts and push them directly to COROS watc…
|
79 | B | 78 | 73 | — | 68 | 81 | ||
| 380 |
Timelines MCP Server
Helps LLMs maintain coherent timelines, track events, and manage characters acr…
|
79 | B | 66 | 82 | — | 52 | 95 | ||
| 381 |
phantom
An AI co-worker with its own computer. Self-evolving, persistent memory, MCP se…
|
79 | B | 72 | — | — | 70 | 95 | ||
| 382 |
mcp-audit
Free context-engineering audits for AI agents. BYOK Anthropic key. Top-3 findin…
|
79 | B | 90 | — | — | 55 | 83 | ||
| 383 |
mermaid-mcp-app
MCP App that renders Mermaid diagrams as interactive UI in Claude, VS Code and …
|
79 | B | 66 | — | — | 55 | 95 | ||
| 384 |
mcp-browser-agent
A Model Context Protocol (MCP) integration that provides Claude Desktop with au…
|
79 | B | 90 | 58 | — | 63 | 84 | ||
| 385 |
CPersona
Persistent AI memory server with 3-layer hybrid search (vector + FTS5 + keyword…
|
79 | B | 92 | — | — | 53 | 81 | ||
| 386 |
S3 MCP Server
An Amazon S3 Model Context Protocol server that allows Large Language Models li…
|
79 | B | 86 | 57 | — | 80 | 92 | ||
| 387 |
Oscribble MCP Server
Enables Claude to interact with Oscribble task projects through natural languag…
|
79 | B | 90 | 55 | — | 52 | 90 | ||
| 388 |
mcp-accessibility-auditor
MCP Accessibility Auditor is a powerful tool that brings professional web acces…
|
79 | B | 88 | 100 | — | 50 | 90 | ||
| 389 |
fal-mcp-server
Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusi…
|
79 | B | 100 | 30 | — | 92 | 82 | ||
| 390 |
trainingpeaks-mcp
Query TrainingPeaks workouts, analyze CTL/ATL/TSB fitness metrics, and compare …
|
79 | B | 100 | 46 | — | 51 | 90 | ||
| 391 |
MCP Midjourney
Enables AI image and video generation using Midjourney through the AceDataCloud…
|
79 | B | 84 | — | — | 69 | 81 | ||
| 392 |
APIFold
Turn any REST API into a hosted MCP server. 18 free public servers (GitHub, Str…
|
79 | B | 90 | — | — | 57 | 81 | ||
| 393 |
claude-swarm-mcp
Orchestrates multiple Claude Code instances into a collaborative swarm for real…
|
79 | B | 84 | — | — | 50 | 95 | ||
| 394 |
attio-mcp-server
Provides seamless access to the Attio API for AI assistants like Claude and Cur…
|
79 | B | 96 | 62 | — | 51 | 95 | ||
| 395 |
mcp-crashlytics-server
# 🔥 Firebase Crashlytics MCP Server
[![License: MIT](https://img.shields.io/ba…
|
79 | B | 94 | 95 | — | 43 | 95 | ||
| 396 |
mcp-turboquant
LLM quantization via tool call. Convert models to GGUF, GPTQ, and AWQ formats. …
|
79 | B | 78 | — | — | 60 | 95 | ||
| 397 |
SharePoint MCP Server
Provides Claude with access to Microsoft SharePoint via the Microsoft Graph API…
|
79 | B | 100 | 61 | — | 52 | 78 | ||
| 398 |
Memex
Enables searching and retrieving Claude Code conversation history that would ot…
|
79 | B | 100 | 37 | — | 66 | 95 | ||
| 399 |
bear-notes-mcp
MCP server for Bear app - Full Read + Write AI-powered note management with Cla…
|
79 | B | 94 | 55 | — | 66 | 95 | ||
| 400 |
n8n Workflow Builder
Enable AI assistants to seamlessly manage, create, execute, and monitor n8n wor…
|
79 | B | 94 | 72 | — | 53 | 87 |