AI & Machine Learning
8718 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 1651 |
Android source code
Claude MCP server that enables secure access to browse and read Android project…
|
69 | C | 70 | 37 | — | 40 | 94 | ||
| 1652 |
Gmail MCP Server
Enables Claude AI to directly interact with Gmail through natural language for …
|
69 | C | 60 | 43 | — | 48 | 95 | ||
| 1653 |
turbo-flow
Advanced Agentic Development Environment Supporting Devpods, Rackspace Spot Ins…
|
69 | C | 54 | — | — | 61 | 95 | ||
| 1654 |
Reflect MCP Server
Enables AI assistants like Claude to interact with Reflect notes through OAuth …
|
69 | C | 62 | 71 | — | 31 | 76 | ||
| 1655 |
PocketBase MCP Server
A Model Context Protocol server that enables Claude AI to interact with PocketB…
|
69 | C | 71 | 55 | — | 19 | 90 | ||
| 1656 |
grok-quorum-mcp
Enables Claude to query Grok as a peer for collaborative reasoning, code review…
|
69 | C | 70 | — | — | 53 | 81 | ||
| 1657 |
Ollama MCP Server
Exposes local Ollama instances as tools for Claude Code, allowing users to offl…
|
69 | C | 70 | 38 | — | 53 | 92 | ||
| 1658 |
Mattermost S MCP
Enables sending messages to Mattermost channels through webhooks via MCP protoc…
|
69 | C | 80 | 100 | — | 30 | 95 | ||
| 1659 |
hostinger-ssh-mcp
MCP server for connecting Claude Code to a Hostinger VPS via SSH
|
69 | C | 67 | — | — | 37 | 95 | ||
| 1660 |
Amplify Data API MCP Server
This MCP server enables users to interact with AWS Amplify Gen2 application dat…
|
69 | C | 66 | 71 | — | 26 | 76 | ||
| 1661 |
ImageGen MCP Server
Enables AI image generation through multiple providers including OpenAI GPT-Ima…
|
69 | C | 60 | 82 | — | 53 | 81 | ||
| 1662 |
jadx-ai-mcp
JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates …
|
69 | C | 44 | — | — | 75 | 95 | ||
| 1663 |
Databricks MCP Server
A server that provides tools to interact with Databricks for cluster, job, note…
|
69 | C | 74 | 38 | — | 34 | 95 | ||
| 1664 |
Oxide
Intelligent LLM orchestrator that automatically routes tasks to the most approp…
|
69 | C | 84 | 43 | — | 37 | 80 | ||
| 1665 |
awesome-agent-skills-mcp
MCP server providing 100+ AI agent skills from Anthropic, Vercel, Trail of Bits…
|
69 | C | 96 | 58 | — | 79 | 92 | ||
| 1666 |
CodeCortex
Persistent codebase knowledge layer for AI coding agents. Pre-digests codebases…
|
69 | C | 78 | 23 | — | 60 | 92 | ||
| 1667 |
ComIDP-MCP-Server
A lightweight MCP (Model Context Protocol) server designed for seamless integra…
|
69 | C | 66 | — | — | 39 | 95 | ||
| 1668 |
Shared Knowledge MCP Server
This server enables AI assistants (CLINE, Cursor, Windsurf, Claude Desktop) to …
|
69 | C | 72 | 68 | — | 25 | 95 | ||
| 1669 |
Coolify MCP Server
MCP server that integrates with Coolify to let AI assistants manage Coolify ins…
|
69 | C | 78 | — | — | 39 | 81 | ||
| 1670 |
Trading Simulator MCP Server
An MCP server that enables AI models like Claude to interact with the Trading S…
|
69 | C | 81 | 91 | — | 26 | 81 | ||
| 1671 |
Video to Text MCP Server
Enables downloading videos from platforms like YouTube and converting them to t…
|
68 | C | 60 | 61 | — | 32 | 87 | ||
| 1672 |
Alpaca MCP Server
Enables natural language trading operations through Alpaca's Trading API, suppo…
|
68 | C | 72 | 43 | — | 42 | 81 | ||
| 1673 |
Sybil MCP
Monitors Notion databases in real-time to detect project risks, such as delayed…
|
68 | C | 66 | — | — | 35 | 95 | ||
| 1674 |
Zikkaron
Biologically-inspired persistent memory engine for Claude Code MCP agents
|
68 | C | 66 | 28 | — | 68 | 95 | ||
| 1675 |
Image Processor MCP Server
A TypeScript-based MCP server that implements a simple notes system, allowing u…
|
68 | C | 84 | 95 | — | 23 | 95 | ||
| 1676 |
Vibe Worldbuilding MCP
A Model Context Protocol for creating detailed fictional worlds with Claude, fe…
|
68 | C | 78 | 91 | — | 30 | 80 | ||
| 1677 |
SAP Ariba MCP Server
Exposes 48 SAP Ariba APIs as Claude-compatible tools for managing procurement, …
|
68 | C | 78 | — | — | 33 | 81 | ||
| 1678 |
gmail-mcp
A minimal MCP server that enables Claude to search, read, and manage Gmail mess…
|
68 | C | 72 | — | — | 45 | 81 | ||
| 1679 |
Dynamic MCP Server
Creates custom MCP servers from JSON configuration files that can execute AI-po…
|
68 | C | 78 | 57 | — | 68 | 90 | ||
| 1680 |
MCP Background Task Server
A Model Context Protocol server that enables running and managing long-running …
|
68 | C | 63 | 100 | — | 27 | 82 | ||
| 1681 |
SwaggerMcp
A service that dynamically generates MCP tools from Swagger/OpenAPI documentati…
|
68 | C | 78 | 72 | — | 42 | 81 | ||
| 1682 |
WOOFi Pro MCP Server
Provides a suite of 40 comprehensive trading tools for managing WOOFi Pro and O…
|
68 | C | 66 | 70 | — | 52 | 82 | ||
| 1683 |
Coyote MCP Server
An MCP server that provides easy setup and configuration for multiple AI develo…
|
68 | C | 59 | 65 | — | 27 | 87 | ||
| 1684 |
YNAB MCP Server
Enables users to manage budgets, accounts, categories, and transactions on You …
|
68 | C | 76 | 46 | — | 27 | 82 | ||
| 1685 |
cdmx-mcp
Provides direct access to Mexico City's open data including crime, 911 calls, a…
|
68 | C | 66 | — | — | 56 | 81 | ||
| 1686 |
Bluetooth MCP Server
A ModelContextProtocol server that enables Claude AI to detect and scan nearby …
|
68 | C | 80 | 61 | — | 38 | 83 | ||
| 1687 |
Strapi MCP Server
Provides access to Strapi CMS content through the MCP protocol, allowing users …
|
68 | C | 92 | 41 | — | 53 | 77 | ||
| 1688 |
smart-search
A local-first MCP server that enables semantic search over PDF and DOCX documen…
|
68 | C | 82 | 33 | — | 27 | 94 | ||
| 1689 |
MCP Reminders
A simple system that allows Claude to leave and manage notes for itself across …
|
68 | C | 84 | 75 | — | 26 | 95 | ||
| 1690 |
Gemini Agent MCP Server
Provides tools for managing todo lists, checking weather, and accessing user in…
|
68 | C | 78 | 41 | — | 35 | 80 | ||
| 1691 |
cordum
The open agent control plane. Govern autonomous AI agents with pre-execution po…
|
68 | C | 54 | — | — | 76 | 81 | ||
| 1692 |
Ndlovu Code Reviewer
Enables AI assistants to perform comprehensive code reviews of local uncommitte…
|
68 | C | 76 | 87 | — | 26 | 95 | ||
| 1693 |
mcp-doctor
Zero-config diagnostics for MCP servers. Auto-discovers configs across Claude C…
|
68 | C | 72 | 25 | — | 72 | 80 | ||
| 1694 |
memoryOSS
Persistent long-term memory for AI agents. Local proxy + MCP memory layer for C…
|
68 | C | 90 | — | — | 79 | 80 | ||
| 1695 |
Aider MCP Server
A Model Context Protocol server that connects Claude and other MCP clients to A…
|
68 | C | 69 | 56 | — | 43 | 80 | ||
| 1696 |
firewalla-mcp-server
A read-only MCP server that enables Claude to audit Firewalla network security …
|
68 | C | 72 | — | — | 44 | 81 | ||
| 1697 |
media-gen-mcp
TypeScript MCP server for OpenAI Images/Videos and Google GenAI (Veo) media gen…
|
68 | C | 73 | 72 | — | 55 | 67 | ||
| 1698 |
AbletonMCP
Connects Ableton Live to Claude AI via the Model Context Protocol for prompt-as…
|
68 | C | 66 | 35 | — | 48 | 90 | ||
| 1699 |
Philips Hue MCP Server
A Model Context Protocol interface that enables AI assistants like Claude to co…
|
68 | C | 60 | 37 | — | 54 | 92 | ||
| 1700 |
PR Review MCP Server
Connects Claude to GitHub Pull Requests to fetch and filter code diffs for AI-a…
|
68 | C | 64 | 41 | — | 45 | 92 |