AI & Machine Learning
3539 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 1251 |
ImageGen MCP Server
Enables AI image generation through multiple providers including OpenAI GPT-Ima…
|
69 | C | 60 | 82 | — | 53 | 81 | ||
| 1252 |
outlook-mcp
MCP server for Microsoft Office 365 Outlook – email, calendar & SharePoint inte…
|
69 | C | 81 | 46 | — | 57 | 87 | ||
| 1253 |
Shell-MCP
A secure MCP server for executing whitelisted shell commands with resource and …
|
69 | C | 78 | 75 | — | 49 | 91 | ||
| 1254 |
Nano Banana
Enables image generation using Google Gemini models like Gemini 2.0 Flash and I…
|
69 | C | 68 | 62 | — | 35 | 80 | ||
| 1255 |
Arca MCP
An MCP server providing semantic memory storage and retrieval using vector embe…
|
69 | C | 57 | 68 | — | 48 | 78 | ||
| 1256 |
Sound Effects MCP
Plays sound effects (completion, newtype, and error sounds) in response to vari…
|
69 | C | 72 | 60 | — | 28 | 92 | ||
| 1257 |
Kintone MCP Server
A Model Context Protocol server that enables Claude and other AI assistants to …
|
69 | C | 69 | 60 | — | 71 | 78 | ||
| 1258 |
Notes MCP
An MCP server that enables AI assistants like Claude to access and manipulate A…
|
69 | C | 55 | 50 | — | 44 | 95 | ||
| 1259 |
BlenderMCP
Enables Claude Desktop to control Blender 5.0.1 on Windows for tasks such as cr…
|
69 | C | 72 | 56 | — | 27 | 84 | ||
| 1260 |
Reflect MCP Server
Enables AI assistants like Claude to interact with Reflect notes through OAuth …
|
69 | C | 62 | 71 | — | 31 | 76 | ||
| 1261 |
Gmail MCP Server
Enables Claude AI to directly interact with Gmail through natural language for …
|
69 | C | 60 | 43 | — | 48 | 95 | ||
| 1262 |
LGTMCP
Gemini-powered code review. Offers review-only and review-and-commit modes with…
|
69 | C | 68 | — | — | 53 | 81 | ||
| 1263 |
Android source code
Claude MCP server that enables secure access to browse and read Android project…
|
69 | C | 70 | 37 | — | 40 | 94 | ||
| 1264 |
Bookmark Manager MCP
A Model Context Protocol server that provides persistent storage, categorizatio…
|
69 | C | 61 | 100 | — | 57 | 81 | ||
| 1265 |
prompte-mcp
An MCP server that automatically enhances user prompts by applying advanced eng…
|
69 | C | 63 | — | — | 45 | 95 | ||
| 1266 |
Workers MCP
✓
A package that connects Claude Desktop and other MCP clients to Cloudflare Work…
|
69 | C | 86 | 32 | — | 57 | 81 | ||
| 1267 |
aks-mcp
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
|
69 | C | 60 | 42 | — | 85 | 96 | ||
| 1268 |
Enhanced Gemini MCP Server
Leverages Google's Gemini AI with a 1M token context window for comprehensive c…
|
69 | C | 78 | 48 | — | 40 | 81 | ||
| 1269 |
Simple MCP Server
A TypeScript-based MCP server that enables Claude Desktop to perform file opera…
|
69 | C | 72 | 100 | — | 40 | 95 | ||
| 1270 |
grok-quorum-mcp
Enables Claude to query Grok as a peer for collaborative reasoning, code review…
|
69 | C | 70 | — | — | 53 | 81 | ||
| 1271 |
Shared Knowledge MCP Server
This server enables AI assistants (CLINE, Cursor, Windsurf, Claude Desktop) to …
|
69 | C | 72 | 68 | — | 25 | 95 | ||
| 1272 |
302_sandbox
302 Sandbox MCP
|
69 | C | 48 | 92 | — | 50 | 86 | ||
| 1273 |
Lulu Print MCP Server
Provides integration with Lulu Print API for print-on-demand services through C…
|
69 | C | 72 | 100 | — | 40 | 81 | ||
| 1274 |
MCP Server Boilerplate
A starter template for building custom MCP servers that can integrate with Clau…
|
69 | C | 54 | 100 | — | 26 | 95 | ||
| 1275 |
Amplify Data API MCP Server
This MCP server enables users to interact with AWS Amplify Gen2 application dat…
|
69 | C | 66 | 71 | — | 26 | 76 | ||
| 1276 |
LMS MCP Server
Automates interactions with the PAF-IAST University LMS to provide AI assistant…
|
69 | C | 72 | 55 | — | 21 | 90 | ||
| 1277 |
MCP Apple Notes
A Model Context Protocol server that enables semantic search and RAG over your …
|
69 | C | 63 | 58 | — | 21 | 95 | ||
| 1278 |
Mattermost S MCP
Enables sending messages to Mattermost channels through webhooks via MCP protoc…
|
69 | C | 80 | 100 | — | 30 | 95 | ||
| 1279 |
velocity
Local-first workspace for Claude Code, Codex CLI, and Gemini CLI with sessions,…
|
69 | C | 66 | 31 | — | 88 | 95 | ||
| 1280 |
PocketBase MCP Server
A Model Context Protocol server that enables Claude AI to interact with PocketB…
|
69 | C | 71 | 55 | — | 19 | 90 | ||
| 1281 |
Hugging Face MCP Server
A Model Context Protocol server that provides Claude and other LLMs with read-o…
|
69 | C | 63 | 55 | — | 46 | 82 | ||
| 1282 |
Notes MCP Server
A simple note storage system that lets users create and summarize notes with va…
|
69 | C | 78 | 52 | — | 17 | 90 | ||
| 1283 |
Hubble MCP Server
A Python-based Model Context Protocol server that integrates with Claude Deskto…
|
69 | C | 54 | 72 | — | 44 | 92 | ||
| 1284 |
MemoVault
A personal memory system that provides AI assistants with long-term memory capa…
|
68 | C | 60 | 55 | — | 51 | 82 | ||
| 1285 | aihubmix-gpt-image-1 | 68 | C | 84 | 43 | — | 19 | 90 | ||
| 1286 |
Wordware MCP Server
A Model Context Protocol server implementation that integrates Wordware flows a…
|
68 | C | 77 | 35 | — | 40 | 95 | ||
| 1287 |
Adaptive Memory Graph
Persistent memory for Claude via weighted, interconnected knowledge nodes.
|
68 | C | 66 | 41 | — | 47 | 92 | ||
| 1288 |
Interactive Feedback MCP
Enables AI coding assistants like Cursor and Claude to engage in real-time two-…
|
68 | C | 54 | 58 | — | 40 | 95 | ||
| 1289 |
Image Processor MCP Server
A TypeScript-based MCP server that implements a simple notes system, allowing u…
|
68 | C | 84 | 95 | — | 23 | 95 | ||
| 1290 |
DeepView MCP
A Model Context Protocol server that enables IDEs like Cursor and Windsurf to a…
|
68 | C | 73 | 41 | — | 51 | 80 | ||
| 1291 |
GeminiMcpServer
Enables seamless integration between MCP-compatible clients (like LM Studio) an…
|
68 | C | 76 | 57 | — | 18 | 81 | ||
| 1292 |
FilesystemMCP
A local, customizable MCP server for filesystem access that extends the officia…
|
68 | C | 78 | 61 | — | 35 | 89 | ||
| 1293 |
mcp-doctor
Zero-config diagnostics for MCP servers. Auto-discovers configs across Claude C…
|
68 | C | 72 | 25 | — | 72 | 80 | ||
| 1294 |
comet-mcp
An MCP server that connects Claude to Perplexity Comet for agentic web browsing…
|
68 | C | 63 | 56 | — | 51 | 80 | ||
| 1295 |
Gemini Web Search MCP Server
Enables web search capabilities by integrating with the local gemini-cli tool. …
|
68 | C | 66 | 55 | — | 26 | 87 | ||
| 1296 |
fast-filesystem-mcp
Advanced filesystem operations with large file handling capabilities and Claude…
|
68 | C | 100 | 60 | — | 69 | 87 | ||
| 1297 |
smart-search
A local-first MCP server that enables semantic search over PDF and DOCX documen…
|
68 | C | 82 | 33 | — | 27 | 94 | ||
| 1298 |
Strapi MCP Server
Provides access to Strapi CMS content through the MCP protocol, allowing users …
|
68 | C | 92 | 41 | — | 53 | 77 | ||
| 1299 |
websearch-mcp
Enables web searching via SearXNG, page content extraction with Crawl4AI, and i…
|
68 | C | 76 | 38 | — | 48 | 81 | ||
| 1300 |
minimal-mcp-server
A minimal MCP server implementation designed for learning how to integrate tool…
|
68 | C | 60 | 100 | — | 30 | 95 |