AI & Machine Learning
5043 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 151 |
HA_MCP
🏠🤖 HomeAssistant Add-on for Claude Desktop MCP integration. Control smart home …
|
83 | B | 100 | 70 | — | 51 | 89 | ||
| 152 |
Homelab MCP Server
Enables Claude to monitor and manage homelab infrastructure including Docker co…
|
83 | B | 100 | 100 | — | 30 | 81 | ||
| 153 |
ai-memory
Turn editor chat history (Cursor/Claude Code/Windsurf/Copilot/Codex CLI) into t…
|
83 | B | 72 | — | — | 87 | 95 | ||
| 154 |
deterministic-agent-control-protocol
Governance gateway for AI agents — bounded, auditable, session-aware control wi…
|
83 | B | 90 | 70 | — | 65 | 90 | ||
| 155 |
spix-mcp
Give AI agents a real phone number and voice. Make outbound calls, handle inbou…
|
83 | B | 96 | — | — | 66 | 81 | ||
| 156 |
Amazon Bedrock Nova Canvas
Use Amazon Nova Canvas model for image generation.
|
83 | B | 100 | 68 | — | 61 | 80 | ||
| 157 |
Mnemoverse Memory
Persistent memory across Claude, Cursor, ChatGPT, VS Code. Importance scoring, …
|
83 | B | 84 | — | — | 83 | 83 | ||
| 158 |
reddit-mcp-buddy
Browse Reddit posts, search content, and analyze user activity without API keys…
|
83 | B | 100 | 82 | — | 88 | 90 | ||
| 159 |
MCP HydroCoder Vision
A local vision-language MCP server that enables Claude Code to perform image an…
|
83 | B | 92 | — | — | 54 | 95 | ||
| 160 |
Kaskad Protocol MCP Server
First-party MCP server for Kaskad Protocol — a DeFi lending protocol on Igra L2…
|
82 | B | 100 | — | — | 34 | 95 | ||
| 161 |
spectrawl
Unified web layer for AI agents. Search (8 engines), stealth browse, cookie aut…
|
82 | B | 100 | 68 | — | 66 | 81 | ||
| 162 |
intervals-icu-mcp
A Model Context Protocol (MCP) server for Intervals.icu integration. Access you…
|
82 | B | 66 | 100 | — | 46 | 94 | ||
| 163 |
Betaflight MCP Server
Enables natural language interaction with Betaflight FPV drone flight controlle…
|
82 | B | 84 | 91 | — | 27 | 95 | ||
| 164 |
ChatGPT Escalation MCP Server
Enables autonomous coding agents to escalate complex technical questions to Cha…
|
82 | B | 96 | 68 | — | 52 | 90 | ||
| 165 |
Geekbot MCP
A server that bridges Anthropic's Claude AI with Geekbot's standup management t…
|
82 | B | 90 | 65 | — | 71 | 90 | ||
| 166 |
Axme-code
Persistent project memory + architectural decisions + pre-execution safety hook…
|
82 | B | 72 | — | — | 83 | 95 | ||
| 167 |
llm-router
Subscription-aware LLM router for Claude Code. Routes tasks to 20+ providers (O…
|
82 | B | 72 | — | — | 81 | 95 | ||
| 168 |
cryptocurrency.cv
Free crypto news API - real-time aggregator for Bitcoin, Ethereum, DeFi, Solana…
|
82 | B | 84 | — | — | 62 | 95 | ||
| 169 |
mcpwatch
MCP server that audits other MCP servers. Run MCPWatch security scans from insi…
|
82 | B | 90 | — | — | 53 | 95 | ||
| 170 |
skillmatch-mcp
Job search and ranking pipeline via MCP for Claude Desktop.
|
82 | B | 90 | — | — | 50 | 95 | ||
| 171 |
tpm-mcp
An AI-powered Technical Project Manager that enables Claude to track projects, …
|
82 | B | 94 | 91 | — | 29 | 95 | ||
| 172 |
OpenBotCity MCP Server
Connects Claude agents to a persistent virtual city where they can register, ex…
|
82 | B | 90 | 100 | — | 28 | 81 | ||
| 173 |
Remote Terminal
Execute commands on remote Linux servers through Claude with an interactive web…
|
82 | B | 75 | 100 | — | 48 | 95 | ||
| 174 |
Codex Bridge
Enables AI coding assistants to interact with OpenAI's Codex AI through the off…
|
82 | B | 72 | 82 | — | 78 | 95 | ||
| 175 |
apple-reminders
Fast, native macOS Apple Reminders via EventKit. 10-200x faster than AppleScrip…
|
82 | B | 78 | — | — | 70 | 95 | ||
| 176 |
mcp-director
A management tool for Claude Code that optimizes performance by recommending an…
|
82 | B | 76 | — | — | 55 | 95 | ||
| 177 |
NotebookLM MCP Structured
An enhanced MCP server that enables users to interact with NotebookLM while ens…
|
82 | B | 90 | 75 | — | 58 | 95 | ||
| 178 |
Tengu
Turns Claude into a penetration testing copilot with 80 security tools, safety …
|
82 | B | 62 | 82 | — | 79 | 95 | ||
| 179 |
Network AI
Multi-agent swarm orchestrator for AI workflows. Exposes blackboard read/write,…
|
82 | B | 90 | 43 | — | 89 | 95 | ||
| 180 |
quickbooks-mcp-server
Connect Claude to QuickBooks Online — query finances, create invoices, run repo…
|
82 | B | 88 | — | — | 56 | 95 | ||
| 181 |
sswp-mcp
SSWP MCP — Deterministic software attestation for AI-augmented development. Wit…
|
82 | B | 90 | — | — | 51 | 95 | ||
| 182 |
TeamRetro MCP Server
An unofficial MCP server that enables Claude to interact with TeamRetro.com's A…
|
82 | B | 90 | 60 | — | 85 | 83 | ||
| 183 |
ask-gemini
Bridge Claude with Gemini CLI for AI-to-AI collaboration, code review, and seco…
|
82 | B | 84 | 61 | — | 83 | 92 | ||
| 184 |
trading_skills
Claude powered advisor system for option traders
|
82 | B | 62 | 82 | — | 72 | 95 | ||
| 185 |
opencode-mcp
MCP server for OpenCode AI — 70 tools, 10 resources, 5 prompts. Use npx opencod…
|
82 | B | 57 | 100 | — | 64 | 95 | ||
| 186 |
taskqueue-mcp
MCP server for "taming the Claude" with structured task queues.
|
82 | B | 81 | 65 | — | 67 | 95 | ||
| 187 |
Conductor
Local task scheduler and worker manager with MCP integration for Claude Desktop.
|
82 | B | 90 | — | — | 68 | 83 | ||
| 188 |
Marp MCP Server
Enables creation and management of Marp presentation projects with academic the…
|
82 | B | 84 | 100 | — | 54 | 95 | ||
| 189 |
Notebook Library MCP Server
Provides token-efficient semantic search and document retrieval by indexing PDF…
|
82 | B | 100 | 67 | — | 43 | 90 | ||
| 190 |
cclsp
Claude Code LSP: enhance your Claude Code experience with non-IDE dependent LSP…
|
82 | B | 96 | 52 | — | 73 | 90 | ||
| 191 |
AI Site Scorer
Check website AI-readiness: Schema.org, llms.txt, E-E-A-T, robots.txt. Works in…
|
82 | B | — | 80 | 86 | — | 81 | ||
| 192 |
interview-mode
Structured interviewer for Claude Code — probing questions, decision tracking, …
|
82 | B | 60 | 100 | — | 57 | 95 | ||
| 193 |
mcp-apple-music
Apple Music MCP server — search catalog, manage playlists, and access your libr…
|
82 | B | 88 | 82 | — | 66 | 68 | ||
| 194 |
site-sense
coding cli claude code/github copilot will be able to see context of browser/op…
|
82 | B | 84 | — | — | 63 | 95 | ||
| 195 |
WHOOP MCP Server
Enables access to WHOOP fitness and health data through all WHOOP v2 API endpoi…
|
82 | B | 94 | 67 | — | 46 | 95 | ||
| 196 |
YantrikDB MCP
Cognitive memory for AI agents. Works with Claude Code, Cursor, Windsurf, and a…
|
82 | B | 72 | — | — | 68 | 95 | ||
| 197 |
Screenshot Website Fast
Captures high-quality screenshots and screencasts of web pages, automatically t…
|
82 | B | 96 | 82 | — | 50 | 95 | ||
| 198 |
rlm-claude
Recursive Language Models for Claude Code - Infinite memory solution inspired b…
|
82 | B | 72 | 82 | — | 73 | 94 | ||
| 199 |
context-keeper
Project memory for Claude: decisions, pipelines, and constraints across convers…
|
82 | B | 90 | — | — | 50 | 95 | ||
| 200 |
Google Sheets MCP Server
A Claude Desktop Extension that provides seamless access to Google Sheets data …
|
82 | B | 90 | 100 | — | 60 | 95 |