AI / ML

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

Prompt injection · model poisoning · data leakage
4,762Total Servers
Sort:4,762 servers
ServerLanguageStarsDownloads
ActivityWatch

Integrates with ActivityWatch to enable LLMs to interact with time tracking data, providing tools for listing buckets, executing AQL queries, and retrieving raw events for enhanced productivity analysis and time management.

by 8bitgentleman

TypeScript63
activitywatch-mcp-server-py

A Model Context Protocol server providing tools to interact with ActivityWatch time tracking data

by Matt Vogel

Python
actvalue.lambda-mcp-server

A Lambda-based MCP (Model Context Protocol) server implementation

by ActValue

Python
AdAdvisor

Query Meta Ads performance data including accounts, campaigns, ad sets, ads, metrics, and settings.

AdAdvisor MCP Server

Query Meta Ads performance data — accounts, campaigns, ad sets, ads, metrics & settings.

by adadvisor

ADAgentAI

by KVLabsCode

TypeScript1
adal-cli

The self-evolving coding agent that learns from your entire team and codebase. Less syncing. Less waiting. Deliver at the speed of thought.

by SylphAI-Inc

CSS71
ADAS

Design, validate, and deploy complex automated skills and cross-skill solutions with confidence. Accelerate development using built-in templates, examples, and a rigorous five-stage validation pipeline. Monitor and update deployed services incrementally to maintain high-quality system performance.

AdButler

Manage the full AdButler ad platform including advertisers, campaigns, zones, creatives, reporting, and programmatic ads via 600+ tools through the official hosted MCP server.

by adbutler

TypeScript0
AdCritter for Agents

Operate the AdCritter ads platform: campaigns, creatives, audiences, and reporting.

by adcritter

Add Number Tool Server

Provide a simple tool to add two numbers via MCP. Enable LLMs to perform addition operations by calling this server's tool, facilitating arithmetic computations in your applications.

adeu

Native Word Track Changes for AI agents. An MCP server and Python SDK that translates LLM edits into safe DOCX redlines without breaking formatting.

by dealfluence

Python69
Adgentek Ads

Monetize AI chatbots and agents with conversational ads via Adgentek's MCP-native ad server.

by Adgentek

0
AdGuard Home Server

Manage and query your AdGuard Home DNS records and filtering rules through AI agents. Simplify DNS management by integrating with AI workflows. Enable seamless control over your AdGuard Home instance via a standardized protocol.

@adhdev/mcp-server

ADHDev MCP server — expose IDE agents as MCP tools

by vilmire

TypeScript
Adjust Reporting Server

Access your Adjust data seamlessly from any MCP client. Query reports, metrics, and performance data on-demand to gain insights into your campaigns. Perfect for quick lookups like install numbers for specific campaigns.

adk-python-mcp-client

Demo of ADK (Agent Development Kit) as an MCP (Model Context Protocol) client for flight search capabilities.

by arjunprabhulal

Python34
adloop

An MCP server that gives your AI assistant read + write access to Google Ads and GA4 — with safety guardrails that prevent accidental spend.

by kLOsk

Python145
Admaxxer

AI-powered DTC analytics & ads manager for Meta + Google

by admaxxer

Admin MCP Server

MCP Server containing tools relating to Microsoft Admin Center

by microsoft

Admit Coach — University Data

Search 3,500+ US universities, check admission chances, financial aid, and build college lists.

by admit-coach

AdRamp

Read-only Google Ads MCP server with OAuth authentication for campaign performance analysis, keyword insights, and budget tracking.

AdsAgent

Google Ads analysis and management — read performance, manage keywords, bids, and campaigns via AI agents.

by nowork-studio

1.9k
advanced-homeassistant-mcp

Control Home Assistant lights, climate, media, locks, and scenes using natural language. Discover devices, trigger automations, send notifications, and check home status from one place. Sync lights to music with Aurora effects and get smart maintenance insights for energy and device health.

advanced-unity-mcp

Public repository for Advanced Unity MCP by Code Maestro (www.code-maestro.com).

by codemaestroai

90