AI & Machine Learning
3539 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 101 |
spectrawl
Unified web layer for AI agents. Search (8 engines), stealth browse, cookie aut…
|
82 | B | 100 | 68 | — | 66 | 81 | ||
| 102 |
interview-mode
Structured interviewer for Claude Code — probing questions, decision tracking, …
|
82 | B | 60 | 100 | — | 57 | 95 | ||
| 103 |
mcp-apple-music
Apple Music MCP server — search catalog, manage playlists, and access your libr…
|
82 | B | 88 | 82 | — | 66 | 68 | ||
| 104 |
TeamRetro MCP Server
An unofficial MCP server that enables Claude to interact with TeamRetro.com's A…
|
82 | B | 90 | 60 | — | 85 | 83 | ||
| 105 |
Screenshot Website Fast
Captures high-quality screenshots and screencasts of web pages, automatically t…
|
82 | B | 96 | 82 | — | 50 | 95 | ||
| 106 |
tpm-mcp
An AI-powered Technical Project Manager that enables Claude to track projects, …
|
82 | B | 94 | 91 | — | 29 | 95 | ||
| 107 |
Betaflight MCP Server
Enables natural language interaction with Betaflight FPV drone flight controlle…
|
82 | B | 84 | 91 | — | 27 | 95 | ||
| 108 |
Geekbot MCP
A server that bridges Anthropic's Claude AI with Geekbot's standup management t…
|
82 | B | 90 | 65 | — | 71 | 90 | ||
| 109 |
cclsp
Claude Code LSP: enhance your Claude Code experience with non-IDE dependent LSP…
|
82 | B | 96 | 52 | — | 73 | 90 | ||
| 110 |
win-cli-mcp-server
Model Context Protocol server for secure command-line interactions on Windows s…
|
82 | B | 96 | 82 | — | 47 | 95 | ||
| 111 |
ChatGPT Escalation MCP Server
Enables autonomous coding agents to escalate complex technical questions to Cha…
|
82 | B | 96 | 68 | — | 52 | 90 | ||
| 112 |
Ghost MCP Server
An implementation of the Model Context Protocol Server that allows AI clients l…
|
82 | B | 92 | 82 | — | 83 | 76 | ||
| 113 |
WHOOP MCP Server
Enables access to WHOOP fitness and health data through all WHOOP v2 API endpoi…
|
82 | B | 94 | 67 | — | 46 | 95 | ||
| 114 |
CoWork-OS
Operating System for your personal AI Agents with Security-first approach. Mult…
|
82 | B | 90 | 61 | — | 90 | 88 | ||
| 115 |
taskqueue-mcp
MCP server for "taming the Claude" with structured task queues.
|
82 | B | 81 | 65 | — | 67 | 95 | ||
| 116 |
Google Sheets MCP Server
A Claude Desktop Extension that provides seamless access to Google Sheets data …
|
82 | B | 90 | 100 | — | 60 | 95 | ||
| 117 |
rlm-claude
Recursive Language Models for Claude Code - Infinite memory solution inspired b…
|
82 | B | 72 | 82 | — | 73 | 94 | ||
| 118 |
Notebook Library MCP Server
Provides token-efficient semantic search and document retrieval by indexing PDF…
|
82 | B | 100 | 67 | — | 43 | 90 | ||
| 119 |
NotebookLM MCP Structured
An enhanced MCP server that enables users to interact with NotebookLM while ens…
|
82 | B | 90 | 75 | — | 58 | 95 | ||
| 120 |
Tidymodels MCP Server
A server that provides access to the tidymodels R ecosystem, enabling users to …
|
81 | B | 96 | 66 | — | 36 | 95 | ||
| 121 |
MCP Firebird
A server implementing Anthropic's Model Context Protocol (MCP) for Firebird SQL…
|
81 | B | 96 | 52 | — | 86 | 82 | ||
| 122 |
codex-claude-bridge
Bidirectional bridge between Claude Code and OpenAI Codex CLI. Built on Claude …
|
81 | B | 90 | — | — | 28 | 95 | ||
| 123 |
Outlook MCP Server
Connects Claude to Microsoft Outlook through the Microsoft Graph API, enabling …
|
81 | B | 100 | 66 | — | 68 | 81 | ||
| 124 |
Bedrock Prompts MCP Server
Enables management and invocation of AWS Bedrock managed prompts with support f…
|
81 | B | 90 | 91 | — | 43 | 81 | ||
| 125 |
clippy
Gives AI assistants direct access to macOS clipboard - letting Claude copy gene…
|
81 | B | 90 | 41 | — | 82 | 95 | ||
| 126 |
Iris MCP
Enables Claude Code instances across different project directories to communica…
|
81 | B | 78 | 68 | — | 71 | 95 | ||
| 127 |
mcp-claude-spotify
An integration that allows Claude Desktop to interact with Spotify using the Mo…
|
81 | B | 90 | 72 | — | 74 | 71 | ||
| 128 |
gemini-bridge
A lightweight MCP server bridging AI agents to Google's Gemini AI via official …
|
81 | B | 72 | 82 | — | 80 | 82 | ||
| 129 |
Huggingface Daily Papers
A MCP (Model Context Protocol) server for fetching HuggingFace daily papers.
|
81 | B | 94 | 91 | — | 45 | 81 | ||
| 130 |
SO-ARM100 Robot Control MCP
Enables AI agents to control SO-ARM100 and LeKiwi robots using natural language…
|
81 | B | 80 | — | — | 43 | 95 | ||
| 131 |
claude-swarm
MCP server for orchestrating parallel Claude Code worker swarms with protocol-b…
|
81 | B | 73 | 100 | — | 78 | 95 | ||
| 132 |
MaxRefMCP
Provides a comprehensive reference tool for Max/MSP and Max4Live with Japanese …
|
81 | B | 90 | 86 | 91 | 24 | 81 | ||
| 133 |
mcp-server-arangodb
This is a TypeScript-based MCP server that provides database interaction capabi…
|
81 | B | 90 | 66 | — | 51 | 95 | ||
| 134 |
Toleno Network
Toleno Network MCP Server — Manage your Toleno mining account with Claude AI us…
|
81 | B | 90 | 87 | — | 30 | 83 | ||
| 135 |
ComfyUI MCP Server
Enables Claude Desktop to interact with local ComfyUI installations for AI-powe…
|
81 | B | 100 | 82 | — | 26 | 95 | ||
| 136 |
Nano-Banana-MCP
A Nano Banana MCP server, which you can integrate to cursor/claude code and any…
|
81 | B | 96 | 71 | — | 49 | 81 | ||
| 137 |
nREPL MCP Server
Enables interaction with a running Clojure nREPL instance for evaluating Clojur…
|
81 | B | 96 | 100 | — | 26 | 81 | ||
| 138 |
mcp-ssh-manager
MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex…
|
81 | B | 88 | 61 | — | 84 | 81 | ||
| 139 |
claude-tools-mcp
MCP server that exposes Claude Code's file and shell tools (bash, read, write, …
|
81 | B | 84 | 58 | — | 81 | 90 | ||
| 140 |
X (Twitter) MCP Server - Enhanced Edition
An enhanced Model Context Protocol server that enables Claude to interact with …
|
81 | B | 96 | 73 | — | 51 | 81 | ||
| 141 |
claude-code-emacs
This package provides seamless integration with Claude Code, allowing you to ru…
|
81 | B | 84 | 61 | — | 66 | 95 | EM | |
| 142 |
Fitbit MCP Server
A Model Context Protocol server that bridges LLMs (like Claude) with the Fitbit…
|
81 | B | 79 | 75 | — | 64 | 95 | ||
| 143 |
Wazuh-MCP-Server
AI-powered security operations for Wazuh SIEM—use any MCP-compatible client to …
|
81 | B | 100 | 48 | — | 81 | 90 | ||
| 144 |
tauri-plugin-mcp
Allows AI agents (e.g., Cursor, Claude Code) to debug within Tauri apps via scr…
|
81 | B | 100 | 68 | — | 54 | 90 | ||
| 145 |
Gemini Docs MCP Server
Enables users to search and fetch Google's Gemini API documentation directly wi…
|
81 | B | 82 | 100 | — | 32 | 82 | ||
| 146 |
claude-historian-mcp
📜 An MCP server for conversation history search and retrieval in Claude Code
|
81 | B | 94 | 100 | — | 69 | 95 | ||
| 147 |
CCPhoto — Phone Camera Bridge
Phone camera bridge for Claude Code — photos, live video, voice, and generative…
|
81 | B | 72 | — | — | 59 | 95 | ||
| 148 |
v0-mcp
Enables the generation and iterative refinement of React UI components from nat…
|
81 | B | 88 | 77 | — | 60 | 84 | ||
| 149 |
skill-to-mcp
Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioC…
|
81 | B | 72 | 82 | — | 72 | 81 | ||
| 150 |
Second Brain MCP Server
Captures and organizes structured markdown notes from Claude Code sessions with…
|
81 | B | 94 | 52 | — | 75 | 95 |