AI / ML

Machine learning model inference, embedding generation, vector similarity search, and AI pipeline orchestration.

⚠ Prompt injection · model poisoning · data leakage
10,898Total Servers
Sort:10,898 servers
ServerLanguageStarsDownloads
maya-mcp-server

Maya integration through the Model Context Protocol - Node.js wrapper for Python MCP server

by jeffreytsai1004

TypeScript26-
may-mcp

An MCP server for interating with your email

by enduring-labs

TypeScript0-
mazdek AI — Kurdish Language Tools

Kurdish-first AI tools: translation (250+ languages), spell check, grammar and Kurdish TTS.

by mazdek

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mclabs.gcp-diagram-mcp-server

An MCP server that seamlessly creates GCP diagrams using the Python diagrams package DSL

by MCLabs

Python--
@mclawnet/mcp-server

MCP server exposing ClawNet capabilities (skills, memory, evolution, tasks, inbox) to any Model Context Protocol client.

by cauil

TypeScript--
mcp

Online DooTask MCP Server

by dootask

TypeScript0-
mcp-1c

MCP server for 1C:Enterprise — AI assistant sees your configuration and generates accurate BSL code. One binary, zero dependencies, 9 tools.

by feenlace

Go232-
mcp-accessibility-scanner

A Model Context Protocol (MCP) server for performing automated accessibility scans of web pages using Playwright and Axe-core

by justasmonkev

TypeScript--
mcp-adr-analysis-server

MCP server for analyzing Architectural Decision Records and project architecture

by GitHub Actions

TypeScript33-
MCP Ads

Run Google Ads, Meta Ads, GA4 and Search Console from chat: read, audit and launch campaigns.

by mcp-ads

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mcp-agenda

MCP server for AI agent calendar management

by pato_dev

TypeScript--
mcp-agent

A modular Python framework implementing the Model Context Protocol (MCP). It features a standardized client-server architecture over StdIO, integrating LLMs with external tools, real-time weather data fetching, and an advanced RAG (Retrieval-Augmented Generation) system.

by Haohao-end

Python75-
MCP Aggregation Gateway — 22k+ MCP search & call

One AI endpoint to search and call 22k+ MCP servers; 50+ hosted tools work instantly, no key.

by mcp

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MCP-AI-Agent

by sanketmane13

TypeScript0-
mcp-airlock

Stateless governance proxy for MCP (2026-07-28): policy, dry-run, human confirmation, audit, tracing

by Shalimov04

Python25-
mcp-airtable

MCP server for Airtable integration. Enables AI assistants to perform CRUD operations, batch processing, native file attachments, smart upserts, and more. Features retry with backoff, circuit breakers, request deduplication, health checks, and Sentry integration. Works with Claude Desktop and other MCP-compatible clients.

by delta-and-beta

TypeScript0-
mcp-ai-server-visual-studio

MCP AI Server - Roslyn-powered MCP server for Visual Studio. 20 tools for AI assistants.

by LadislavSopko

HTML51-
mcp-ai-studio

by harishkaparwan

TypeScript1-
mcp-aoai-web-browsing

A minimal Model Context Protocol 🖥️ server/client🧑‍💻with OpenAI and 🌐 web browser control via Playwright.

by kimtth

Python35-
mcp-apple-music

Full Apple Music integration for Claude via MCP — search catalog, manage library & playlists

by Cifero74

Python42-
mcp-apple-notes

An local mcp server for interacting with Apple Notes via LLM.

by henilcalagiya

Python52-
mcp-apply-server

An intelligent code editing server implementing the Model Context Protocol (MCP) with Morph AI integration. This server enables advanced code manipulation capabilities in editors like Cursor and Emacs through its smart patching functionality.

by EdmondFrank

TypeScript0-
@mcp-apps/azure-devops-mcp-server

A Model Context Protocol (MCP) server for Azure DevOps integration

by aditya.vaish

TypeScript--
@mcp-apps/pdf-tools-mcp-server

MCP server for interacting with PDF documents

by aditya.vaish

TypeScript--
mcp-arr

A local MCP server for Sonarr, Radarr, and Prowlarr

by GitHub Actions

TypeScript--