AI / ML
| Server | Language | Stars | Downloads |
|---|---|---|---|
| @acqatlas-tools/mcp-server MCP server for Acquisition Atlas — a live feed of county filings (tax liens, municipal liens, and more) matched to properties with ownership, valuation, and contact data | TypeScript | — | — |
| @actant/mcp-server MCP server integration for the Actant AI agent platform | TypeScript | — | — |
| 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. | TypeScript | 56 | — |
| activitywatch-mcp-server-py A Model Context Protocol server providing tools to interact with ActivityWatch time tracking data | Python | — | — |
| actvalue.lambda-mcp-server A Lambda-based MCP (Model Context Protocol) server implementation | Python | — | — |
| Ada Self-hosted personal AI assistant with RAG memory, specialist plugins, and multi-modal capabilities for privacy-first conversational AI. | TypeScript | 0 | — |
| 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. | — | — | — |
| ADAgentAI | TypeScript | 1 | — |
| 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. | CSS | 59 | — |
| Adam Framework Persistent memory tools for Claude Desktop with vault search. | Python | 31 | — |
| Adaptive Memory Graph Persistent memory plugin for Claude using weighted, interconnected knowledge nodes with time-based decay. | Python | 0 | — |
| 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. | — | — | — |
| 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. | — | — | — |
| adiffy-shopifymcp A Model Context Protocol (MCP) server for Shopify | TypeScript | — | — |
| adk-python-mcp-client Demo of ADK (Agent Development Kit) as an MCP (Model Context Protocol) client for flight search capabilities. | Python | 33 | — |
| adloop An MCP server that gives your AI assistant read + write access to Google Ads and GA4 — with safety guardrails that prevent accidental spend. | Python | 38 | — |
| Admin MCP Server MCP Server containing tools relating to Microsoft Admin Center | — | — | — |
| @admtoolkit/mcp-server MCP server for ADM Toolkit — ROI, metrics, deployment playbook, competitive intelligence for AI Deployment Managers | TypeScript | — | — |
| @adobe/generator-app-remote-mcp-server-generic Adobe I/O Appbuilder template for MCP server implementation with Appbuilder actions. | TypeScript | — | — |
| Adobe Photoshop by alisaitteke Automate Adobe Photoshop operations including layer management, filters, and image manipulation. | TypeScript | 5 | — |
| AdRamp Read-only Google Ads MCP server with OAuth authentication for campaign performance analysis, keyword insights, and budget tracking. | — | — | — |
| ADR Analysis Analyzes Architecture Decision Records (ADRs) to extract decision context, validate against best practices, and identify architectural patterns for maintaining documentation quality and tracking technical debt evolution. | TypeScript | 22 | — |
| Adspirer Campaign planning, research, and cross-platform ad creation | — | 22 | — |
| Ads Platforms Monorepo of HTTP MCP servers for Amazon Ads, Google Ads, Google Analytics, Meta Ads, and TikTok Ads deployed on Railway. | — | 0 | — |