AI & Machine Learning
8532 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 151 |
n8n Workflow Builder
Enables AI-powered building, optimization, debugging, and management of n8n wor…
|
83 | B | 90 | — | — | 74 | 81 | ||
| 152 |
Polybridge MCP
Enables LLMs to connect to n8n workflows, Blender 3D, Notion, and filesystem to…
|
83 | B | 94 | — | — | 68 | 81 | ||
| 153 |
HA_MCP
🏠🤖 HomeAssistant Add-on for Claude Desktop MCP integration. Control smart home …
|
83 | B | 100 | 70 | — | 51 | 89 | ||
| 154 |
mcp-salesforce
🚀 Complete MCP (Model Context Protocol) server for Salesforce integration with …
|
83 | B | 96 | 68 | — | 58 | 90 | ||
| 155 |
ascript-mcp
Control Android/iOS/Windows devices from Claude, Cursor, and other AI tools. iO…
|
83 | B | 90 | — | — | 56 | 95 | ||
| 156 |
mcp-memory-server
Hosted memory that learns and forgets — feedback re-ranks what helps, recall fa…
|
83 | B | 84 | — | — | 83 | 83 | ||
| 157 |
unity-mcp-server
Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, …
|
83 | B | 96 | 65 | — | 68 | 95 | ||
| 158 |
MCP HydroCoder Vision
A local vision-language MCP server that enables Claude Code to perform image an…
|
83 | B | 92 | — | — | 54 | 95 | ||
| 159 |
Claude Memory MCP Server
An MCP server that provides persistent memory capabilities for Claude, offering…
|
83 | B | 79 | 100 | — | 75 | 81 | ||
| 160 |
Amazon Bedrock Nova Canvas
Use Amazon Nova Canvas model for image generation.
|
83 | B | 100 | 68 | — | 61 | 80 | ||
| 161 |
swarmclaw
Open-source self-hosted AI agent runtime and multi-agent framework for autonomo…
|
83 | B | 72 | — | — | 86 | 95 | ||
| 162 |
AI Site Scorer
Check website AI-readiness: Schema.org, llms.txt, E-E-A-T, robots.txt. Works in…
|
82 | B | — | 80 | 86 | — | 81 | ||
| 163 |
agenticpay
Open-source x402 micropayments stack for MCP. Pay-per-tool-call USDC settlement…
|
82 | B | 90 | — | — | 71 | 81 | ||
| 164 |
Network AI
Multi-agent swarm orchestrator for AI workflows. Exposes blackboard read/write,…
|
82 | B | 90 | 43 | — | 89 | 95 | ||
| 165 |
spectrawl
Unified web layer for AI agents. Search (8 engines), stealth browse, cookie aut…
|
82 | B | 100 | 68 | — | 66 | 81 | ||
| 166 |
quickbooks-mcp-server
Connect Claude to QuickBooks Online — query finances, create invoices, run repo…
|
82 | B | 88 | — | — | 56 | 95 | ||
| 167 |
Screenshot Website Fast
Captures high-quality screenshots and screencasts of web pages, automatically t…
|
82 | B | 96 | 82 | — | 50 | 95 | ||
| 168 |
SkillMatch MCP
Claude-powered job fit analyzer that analyzes job fit based on GitHub portfolio…
|
82 | B | 90 | — | — | 50 | 95 | ||
| 169 |
mail-mcp
MCP server that gives Claude and other MCP hosts full access to Mail.app on mac…
|
82 | B | 76 | — | — | 76 | 95 | ||
| 170 |
Google Sheets MCP Server
A Claude Desktop Extension that provides seamless access to Google Sheets data …
|
82 | B | 90 | 100 | — | 60 | 95 | ||
| 171 |
ctx-memory
A fully local persistent memory layer for LLM coding agents (Claude Code, Codex…
|
82 | B | 78 | — | — | 71 | 95 | ||
| 172 |
llm-router
Subscription-aware LLM router for Claude Code. Routes tasks to 20+ providers (O…
|
82 | B | 72 | — | — | 81 | 95 | ||
| 173 |
apple-reminders
Fast, native macOS Apple Reminders via EventKit. 10-200x faster than AppleScrip…
|
82 | B | 78 | — | — | 70 | 95 | ||
| 174 |
context-keeper
Project memory for Claude: decisions, pipelines, and constraints across convers…
|
82 | B | 90 | — | — | 50 | 95 | ||
| 175 |
cclsp
Claude Code LSP: enhance your Claude Code experience with non-IDE dependent LSP…
|
82 | B | 96 | 52 | — | 73 | 90 | ||
| 176 |
mcp-director
A management tool for Claude Code that optimizes performance by recommending an…
|
82 | B | 76 | — | — | 55 | 95 | ||
| 177 |
Betaflight MCP Server
Enables natural language interaction with Betaflight FPV drone flight controlle…
|
82 | B | 84 | 91 | — | 27 | 95 | ||
| 178 |
Axme-code
Persistent project memory + architectural decisions + pre-execution safety hook…
|
82 | B | 72 | — | — | 83 | 95 | ||
| 179 |
Codex Bridge
Enables AI coding assistants to interact with OpenAI's Codex AI through the off…
|
82 | B | 72 | 82 | — | 78 | 95 | ||
| 180 |
Remote Terminal
Execute commands on remote Linux servers through Claude with an interactive web…
|
82 | B | 75 | 100 | — | 48 | 95 | ||
| 181 |
interview-mode
Structured interviewer for Claude Code — probing questions, decision tracking, …
|
82 | B | 60 | 100 | — | 57 | 95 | ||
| 182 |
YantrikDB MCP
Cognitive memory for AI agents. Works with Claude Code, Cursor, Windsurf, and a…
|
82 | B | 72 | — | — | 68 | 95 | ||
| 183 |
mcp-reddit-ads
MCP server for Reddit Ads API v3 enabling campaign management, ad creation, per…
|
82 | B | 94 | — | — | 73 | 75 | ||
| 184 |
TeamRetro MCP Server
An unofficial MCP server that enables Claude to interact with TeamRetro.com's A…
|
82 | B | 90 | 60 | — | 85 | 83 | ||
| 185 |
@aria-agentworks/sales-intelligence-mcp
12 MCP tools for company research, lead scoring, outreach automation, and CRM s…
|
82 | B | 100 | — | — | 54 | 81 | ||
| 186 |
mcpwatch
MCP server that audits other MCP servers. Run MCPWatch security scans from insi…
|
82 | B | 90 | — | — | 53 | 95 | ||
| 187 |
mcp-apple-music
Apple Music MCP server — search catalog, manage playlists, and access your libr…
|
82 | B | 88 | 82 | — | 66 | 68 | ||
| 188 |
Houtini-lm
Houtini LM - LM Studio MCP Server with Expert Prompt Library and Custom Prompti…
|
82 | B | 67 | 100 | — | 55 | 95 | ||
| 189 |
Geekbot MCP
A server that bridges Anthropic's Claude AI with Geekbot's standup management t…
|
82 | B | 90 | 65 | — | 71 | 90 | ||
| 190 |
sswp-mcp
SSWP MCP — Deterministic software attestation for AI-augmented development. Wit…
|
82 | B | 90 | — | — | 51 | 95 | ||
| 191 |
Notebook Library MCP Server
Provides token-efficient semantic search and document retrieval by indexing PDF…
|
82 | B | 100 | 67 | — | 43 | 90 | ||
| 192 |
ask-gemini
Bridge Claude with Gemini CLI for AI-to-AI collaboration, code review, and seco…
|
82 | B | 84 | 61 | — | 83 | 92 | ||
| 193 |
Conductor
Local task scheduler and worker manager with MCP integration for Claude Desktop.
|
82 | B | 90 | — | — | 68 | 83 | ||
| 194 |
mind-mem
Persistent, auditable memory for AI agents. Hybrid BM25 + vector recall
with 18…
|
82 | B | 84 | — | — | 81 | 81 | ||
| 195 |
rlm-claude
Recursive Language Models for Claude Code - Infinite memory solution inspired b…
|
82 | B | 72 | 82 | — | 73 | 94 | ||
| 196 |
trading-skills
Provides 32 trading analysis tools for AI-powered market analysis, including re…
|
82 | B | 62 | 82 | — | 72 | 95 | ||
| 197 |
tpm-mcp
An AI-powered Technical Project Manager that enables Claude to track projects, …
|
82 | B | 94 | 91 | — | 29 | 95 | ||
| 198 |
Kaskad Protocol MCP Server
First-party MCP server for Kaskad Protocol — a DeFi lending protocol on Igra L2…
|
82 | B | 100 | — | — | 34 | 95 | ||
| 199 |
taskqueue-mcp
MCP server for "taming the Claude" with structured task queues.
|
82 | B | 81 | 65 | — | 67 | 95 | ||
| 200 |
OpenBotCity MCP Server
Connects Claude agents to a persistent virtual city where they can register, ex…
|
82 | B | 90 | 100 | — | 28 | 81 |