AI & Machine Learning
5574 servers in this category
| # | Server | Status | Score | Grade | Schema | Protocol | Reliability | Maint. | Security | Lang |
|---|---|---|---|---|---|---|---|---|---|---|
| 3501 |
AppDeploy
AppDeploy lets you deploy real web apps directly from ChatGPT or Claude and get…
|
30 | F | — | 10 | — | — | 81 | ||
| 3502 |
MCP Expert Server
A Model Context Protocol server utilizing Claude AI for generating intelligent …
|
30 | F | 79 | 60 | — | 19 | 82 | ||
| 3503 |
Mealie MCP Server
Enables AI assistants to interact with Mealie recipe databases through MCP clie…
|
30 | F | 72 | 48 | — | 57 | 80 | ||
| 3504 |
Discovery Engine
Discovery Engine is not another AI data analyst that writes pandas or SQL for y…
|
30 | F | — | 10 | — | — | 81 | ||
| 3505 |
MCP Gemini CLI Base
A base setup for creating MCP servers that integrate with Google's Gemini CLI, …
|
30 | F | 66 | 31 | — | 16 | 80 | ||
| 3506 |
MCP Server Boilerplate
A starter template for building custom MCP servers with example tools, TypeScri…
|
30 | F | 60 | 62 | — | 28 | 80 | ||
| 3507 |
PixVerse MCP
Enables video generation from text, images, and more through MCP-compatible app…
|
30 | F | 90 | 70 | — | 49 | 76 | ||
| 3508 |
Cocktails RAG MCP Server
Provides cocktail recommendations using a Retrieval-Augmented Generation (RAG) …
|
30 | F | 66 | 27 | — | 26 | 76 | ||
| 3509 |
google-ai-mode-mcp
MCP server for free Google AI Mode search with citations. Query optimization, C…
|
30 | F | 79 | 75 | — | 70 | 90 | ||
| 3510 |
mcp-agent-langchainjs
Serverless AI agent using LangChain.js and Model Context Protocol (MCP) integra…
|
30 | F | 60 | 43 | — | 71 | 90 | ||
| 3511 |
BlenderMCP
Connects Blender to Claude AI, enabling AI-assisted 3D modeling, scene creation…
|
30 | F | 78 | 33 | — | 45 | 84 | ||
| 3512 |
Amazon Bedrock Knowledge Base MCP Server
Enables management of Amazon Bedrock Knowledge Bases including creation, data s…
|
30 | F | 54 | 82 | — | 50 | 80 | ||
| 3513 |
Foreman MCP Server
Enables interaction with Foreman instances to manage systems through the Model …
|
30 | F | 72 | 63 | — | 51 | 76 | ||
| 3514 |
SuperSend MCP
SuperSend MCP connects your AI assistant (Cursor, Claude, Windsurf) to SuperSen…
|
30 | F | — | 10 | — | — | 81 | ||
| 3515 |
par5-mcp
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
|
30 | F | 78 | 56 | — | 79 | 84 | ||
| 3516 |
snippy
🧩 Build AI-powered MCP Tools with Azure Functions, Durable Agents & Cosmos vect…
|
30 | F | 64 | 45 | — | 64 | 80 | ||
| 3517 |
Ollama MCP Server
Enables Claude to delegate coding tasks to local Ollama models, reducing API to…
|
30 | F | 90 | 55 | — | 47 | 84 | ||
| 3518 |
EnrichB2B MCP Server
A server implementing the Model Context Protocol that enables users to retrieve…
|
30 | F | 60 | 25 | — | 15 | 80 | ||
| 3519 |
AiPayGent — Claude AI Tools
Claude-powered AI tools: research, write, code, analyze, translate, debate, pit…
|
28 | F | — | — | — | — | 55 | ||
| 3520 |
Talk2Data InsightGenius
Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with signifi…
|
27 | F | — | — | — | — | 81 | ||
| 3521 |
coinex_mcp_server
# CoinEx MCP Server
A Model Context Protocol (MCP) server that enables AI agen…
|
27 | F | — | — | — | — | 81 | ||
| 3522 |
fintrx-mcp
Bring FINTRX's family office and RIA intelligence into Claude.
|
27 | F | — | — | — | — | 81 | ||
| 3523 |
claude-context-bridge
Share context and questions between Claude instances — VS Code, claude.ai web, …
|
27 | F | — | — | — | — | 81 | ||
| 3524 |
entity-mcp
Access 30+ AI agent essays, CLAUDE.md generator, and readiness assessments.
|
27 | F | — | — | — | — | 81 | ||
| 3525 |
Codey 律所管理系統
Law firm management MCP: manage cases, clients, tasks, calendar and documents v…
|
27 | F | — | — | — | — | 81 | ||
| 3526 |
webforj-mcp
The official Model Context Protocol server for webforJ - providing AI assistant…
|
27 | F | — | — | — | — | 81 | ||
| 3527 |
Humanizer PRO
Humanize AI text to bypass GPTZero, Turnitin, Originality.ai. Stealth, Academic…
|
26 | F | — | 10 | — | — | 67 | ||
| 3528 |
MCP Relay Server
This server allows integration with Discord, enabling message exchanges between…
|
25 | F | 60 | 61 | — | 17 | 90 | ||
| 3529 |
Gemini Web Automation MCP
Enables AI-powered web browsing automation using Google's Gemini 2.5 Computer U…
|
25 | F | 66 | 32 | — | 52 | 90 | ||
| 3530 |
Stratum MCP
Structured execution for Claude Code — contracts, postconditions, gates, guardr…
|
25 | F | 86 | 43 | — | 41 | 90 | ||
| 3531 |
PI API MCP Server
A Model Context Protocol server that enables Claude and other MCP-compatible AI…
|
25 | F | 69 | 68 | — | 61 | 80 | ||
| 3532 |
Union MCP
An MCP server that allows Claude models to use Union tasks, workflows, and apps…
|
25 | F | 27 | 45 | — | 48 | 84 | ||
| 3533 |
agentor
Open source version of Claude Managed Agents. Fastest way to build and deploy r…
|
25 | F | 96 | 79 | 95 | 84 | 76 | ||
| 3534 |
mcp-alphabanana
Local MCP server for generating image assets with Google Gemini (Nano Banana 2 …
|
25 | F | 84 | 65 | — | 76 | 88 | ||
| 3535 |
Gemini DeepSearch MCP
An automated research agent that leverages Google Gemini models and Google Sear…
|
25 | F | 60 | 52 | — | 40 | 78 | ||
| 3536 |
PyMOL-MCP-Vis
Enables Claude to control PyMOL for molecular visualization and structural biol…
|
25 | F | 90 | 58 | — | 48 | 80 | ||
| 3537 |
Tableau MCP Server
Connects Claude Desktop to Tableau Server for natural language interactions wit…
|
25 | F | 72 | 60 | — | 37 | 78 | ||
| 3538 |
MeiGen-AI-Design-MCP
AI image generation & editing MCP server with 1,500+ curated prompt library, sm…
|
25 | F | 84 | 71 | — | 76 | 80 | ||
| 3539 |
src-to-kb
Convert source code repositories into searchable knowledge bases with AI-powere…
|
25 | F | 92 | 43 | — | 45 | 78 | ||
| 3540 |
Plane MCP Server
A Model Context Protocol (MCP) server that enables LLMs to interact with Plane.…
|
25 | F | 96 | 52 | — | 70 | 83 | ||
| 3541 |
notion-mcp-server
Notion MCP server for Claude, Cursor, ChatGPT & Claude Desktop. Connect AI agen…
|
25 | F | 72 | 68 | — | 53 | 90 | ||
| 3542 |
MemGPT MCP Server
A TypeScript-based server that provides a memory system for Large Language Mode…
|
25 | F | 90 | 58 | — | 21 | 76 | ||
| 3543 |
LangChain & LlamaIndex Coding Assistant
Provides real-time retrieval of official documentation for LangChain, LlamaInde…
|
25 | F | 60 | 41 | — | 24 | 80 | ||
| 3544 |
Sirr MCP Server
Provides Claude Code direct access to a Sirr secret vault for reading, pushing,…
|
25 | F | 90 | 68 | — | 67 | 80 | ||
| 3545 |
MCP - Model Context Protocol
A conversational application server that integrates LLM capabilities via Ollama…
|
25 | F | 42 | 61 | — | 16 | 84 | ||
| 3546 |
Caboose MCP
A comprehensive personal AI toolserver that exposes 105 tools across 25 groups—…
|
25 | F | 96 | 96 | 95 | 69 | 70 | ||
| 3547 |
mcp-openapi
Turn any OpenAPI spec into callable MCP tools for Claude. Point at any OpenAPI …
|
25 | F | 84 | — | — | 37 | 87 | ||
| 3548 |
gemsuite-mcp
Professional Gemini API integration for Claude and all MCP-compatible hosts wit…
|
25 | F | 90 | 68 | — | 50 | 88 | ||
| 3549 |
Superface MCP Server
Provides access to various AI tools through Model Context Protocol, allowing Cl…
|
25 | F | 90 | 67 | — | 48 | 78 | ||
| 3550 |
promptpilot-mcp-server
Generate images, video, and audio via 20+ AI models (Flux, GPT-Image-1, Imagen …
|
25 | F | 76 | 70 | — | 33 | 80 |