AI & Machine Learning
3539 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 1201 |
CodeCortex
Persistent codebase knowledge layer for AI coding agents. Pre-digests codebases…
|
69 | C | 78 | 23 | — | 60 | 92 | ||
| 1202 |
qsp-mcp
QSP — relay MCP tools to any OpenAI-compatible local LLM (llama.cpp, Ollama, vL…
|
69 | C | 84 | 43 | — | 53 | 90 | ||
| 1203 |
cheatengine-mcp-bridge
Connect Cursor, Copilot & Claude AI directly to Cheat Engine via MCP. Automate …
|
69 | C | 76 | 50 | — | 50 | 92 | ||
| 1204 |
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 | ||
| 1205 |
Claude Code DingTalk MCP Server
Integrates Claude Code with DingTalk (钉钉) robot notifications, allowing users t…
|
69 | C | 72 | 55 | — | 41 | 81 | ||
| 1206 |
SaaSus Docs MCP Server
Enables searching and retrieving documentation content from SaaSus Platform thr…
|
69 | C | 66 | 100 | — | 38 | 81 | ||
| 1207 |
ViperMCP
A mixture-of-experts visual question-answering server that enables visual groun…
|
69 | C | 78 | 57 | — | 27 | 81 | ||
| 1208 |
ollama-mcp-example
Ollama MCP example for dummies.
|
69 | C | 80 | 25 | — | 42 | 95 | ||
| 1209 |
Pinboard MCP Server
Enables users to access and manage their Pinboard bookmarks directly through Cl…
|
69 | C | 80 | 51 | — | 30 | 81 | ||
| 1210 |
WordPress MCP Server
A server that enables integration between Claude Desktop and WordPress, allowin…
|
69 | C | 78 | 38 | — | 47 | 81 | ||
| 1211 |
aks-mcp
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
|
69 | C | 60 | 42 | — | 85 | 96 | ||
| 1212 |
Mattermost MCP Server
An MCP server that enables Claude and other MCP clients to interact with Matter…
|
69 | C | 75 | 58 | — | 20 | 80 | ||
| 1213 |
Databricks MCP Server
A server that provides tools to interact with Databricks for cluster, job, note…
|
69 | C | 74 | 38 | — | 34 | 95 | ||
| 1214 |
Security MCP Server
Provides AI agents like Claude with secure, controlled access to network securi…
|
69 | C | 72 | 67 | — | 24 | 80 | ||
| 1215 |
mcp-codex-dev
An MCP server that integrates Codex CLI into Claude Code workflows for code wri…
|
69 | C | 57 | 63 | — | 41 | 92 | ||
| 1216 |
FTP Access Server
Interact with FTP servers seamlessly. List directories, upload and download fil…
|
69 | C | 66 | 100 | — | 41 | 81 | ||
| 1217 |
OSC MCP Server
Enables control of digital mixers (Behringer X32, Midas M32) through natural la…
|
69 | C | 90 | 60 | — | 26 | 83 | ||
| 1218 |
Zendesk MCP Server
A server implementation that provides Claude AI with the ability to interact wi…
|
69 | C | 54 | 70 | — | 45 | 76 | ||
| 1219 |
Oxide
Intelligent LLM orchestrator that automatically routes tasks to the most approp…
|
69 | C | 84 | 43 | — | 37 | 80 | ||
| 1220 |
ENS MCP Server
Enables Claude to interact with the Ethereum Name Service (ENS) system to resol…
|
69 | C | 60 | 61 | — | 46 | 81 | ||
| 1221 |
Workers MCP
✓
A package that connects Claude Desktop and other MCP clients to Cloudflare Work…
|
69 | C | 86 | 32 | — | 57 | 81 | ||
| 1222 |
Dify Workflow MCP Tool Server
Enables seamless integration between Claude AI and Dify Workflow through the Mo…
|
69 | C | 78 | 68 | — | 32 | 82 | ||
| 1223 |
Ollama MCP Server
A server that enables seamless integration between local Ollama LLM instances a…
|
69 | C | 78 | 58 | — | 18 | 92 | ||
| 1224 |
Emby.MCP
Connects an Emby media server to AI clients like Claude Desktop, enabling natur…
|
69 | C | 88 | 38 | — | 41 | 76 | ||
| 1225 |
Claude Data Buddy
Enables conversational analysis of CSV and Parquet files through natural langua…
|
69 | C | 76 | 52 | — | 19 | 95 | ||
| 1226 |
LiteFarm MCP Server
Connects Claude Desktop to a local LiteFarm installation, enabling farm managem…
|
69 | C | 92 | 47 | — | 26 | 95 | ||
| 1227 |
arkforge-mcp
Third-party certifying proxy — sign any HTTP call (AI agents, webhooks, microse…
|
69 | C | 72 | 42 | — | 54 | 80 | ||
| 1228 |
awesome-agent-skills
MCP server with 100+ AI agent skills from Anthropic, Vercel, Trail of Bits, Hug…
|
69 | C | 96 | 58 | — | 79 | 92 | ||
| 1229 |
Arca MCP
An MCP server providing semantic memory storage and retrieval using vector embe…
|
69 | C | 57 | 68 | — | 48 | 78 | ||
| 1230 |
K8s MCP
Enables interaction with Kubernetes clusters through 32 specialized tools for m…
|
69 | C | 84 | 56 | — | 25 | 95 | ||
| 1231 |
MoneyWiz MCP Server
A Model Context Protocol server that provides AI assistants like Claude with se…
|
69 | C | 63 | 56 | — | 37 | 95 | ||
| 1232 |
ImageGen MCP Server
Enables AI image generation through multiple providers including OpenAI GPT-Ima…
|
69 | C | 60 | 82 | — | 53 | 81 | ||
| 1233 |
Gemini Search MCP Server
Utilizes Gemini API and Google Search to generate answers based on the latest i…
|
69 | C | 78 | 52 | — | 40 | 81 | ||
| 1234 |
Sound Effects MCP
Plays sound effects (completion, newtype, and error sounds) in response to vari…
|
69 | C | 72 | 60 | — | 28 | 92 | ||
| 1235 |
Image Generator MCP Server
A TypeScript-based MCP server that lets users generate images using OpenAI's da…
|
69 | C | 94 | 40 | — | 17 | 80 | ||
| 1236 |
Kintone MCP Server
A Model Context Protocol server that enables Claude and other AI assistants to …
|
69 | C | 69 | 60 | — | 71 | 78 | ||
| 1237 |
Simple MCP Server
A TypeScript-based MCP server that enables Claude Desktop to perform file opera…
|
69 | C | 72 | 100 | — | 40 | 95 | ||
| 1238 |
MCP OpenAPI Connector
Enables Claude Desktop and other MCP clients to interact with any OAuth2-authen…
|
69 | C | 84 | 56 | — | 30 | 81 | ||
| 1239 |
prompte-mcp
An MCP server that automatically enhances user prompts by applying advanced eng…
|
69 | C | 63 | — | — | 45 | 95 | ||
| 1240 |
Nasuni Management MCP Server
Enables integration between Claude AI and Nasuni environments to monitor applia…
|
69 | C | 100 | 41 | — | 27 | 90 | ||
| 1241 |
Claude Code MCP - Agent Orchestration Platform
Orchestrates multiple Claude Code agents across iTerm2 sessions with process-le…
|
69 | C | 78 | 43 | — | 26 | 95 | ||
| 1242 |
vibesharing
Deploy prototypes and collect team feedback from Claude Code, Cursor, or any MC…
|
69 | C | 90 | 67 | — | 35 | 70 | ||
| 1243 |
singlestore
MCP server for interacting with SingleStore Management API and services
|
69 | C | 64 | 66 | — | 60 | 86 | ||
| 1244 |
MCP Google Drive Server
Connects AI assistants like Claude to Google Drive, enabling them to browse, re…
|
69 | C | 84 | 38 | — | 19 | 95 | ||
| 1245 |
SSH-PowerShell MCP Server
Enables secure SSH command execution on remote servers and local PowerShell aut…
|
69 | C | 72 | 63 | — | 32 | 81 | ||
| 1246 |
Shell-MCP
A secure MCP server for executing whitelisted shell commands with resource and …
|
69 | C | 78 | 75 | — | 49 | 91 | ||
| 1247 |
outlook-mcp
MCP server for Microsoft Office 365 Outlook – email, calendar & SharePoint inte…
|
69 | C | 81 | 46 | — | 57 | 87 | ||
| 1248 |
MCP Tools
A local Model Context Protocol (MCP) server that exposes custom tools to Claude…
|
69 | C | 80 | 25 | — | 53 | 88 | ||
| 1249 |
Ollama MCP Server
Exposes local Ollama instances as tools for Claude Code, allowing users to offl…
|
69 | C | 70 | 38 | — | 53 | 92 | ||
| 1250 |
Bookmark Manager MCP
A Model Context Protocol server that provides persistent storage, categorizatio…
|
69 | C | 61 | 100 | — | 57 | 81 |