AI / ML
| Server | Language | Stars | Downloads |
|---|---|---|---|
| AdRamp Google Ads MCP server with OAuth that analyzes performance and executes optimizations — pause campaigns, add negative keywords, and reallocate budgets with human approval. | — | - | - |
| @adropix/mcp Adropix MCP server — generate marketing assets via your AI agent | TypeScript | - | - |
| Adsap Launch and manage Meta and Google Ads from your AI assistant. You approve every change first. | — | - | - |
| Adspirer Campaign planning, research, and cross-platform ad creation | — | 76 | - |
| AdsTurbo Creative Plans video ad creative assets for AdsTurbo's AI video ad generation platform. | TypeScript | 0 | - |
| advanced-unity-mcp Public repository for Advanced Unity MCP by Code Maestro (www.code-maestro.com). | — | 92 | - |
| Advisors AI — Route a Store Need to a Service Describe a store's problem: get the matching service, its fixed price, and a request link. | — | - | - |
| Advisors AI Service Navigator Read-only service discovery, public-page checks, and request-link preparation. | — | - | - |
| Advisors AI Store Readiness Check One read-only public-page readiness check with a signed, recheckable evidence receipt. | — | - | - |
| Advocate MCP server that makes local businesses discoverable to AI assistants with verified data. | — | 1 | - |
| advocu-mcp-server MCP Server for Advocu - Reporting Tool for GDEs | TypeScript | 31 | - |
| AdWeave Meta Ads Meta Ads management platform with 47 tools for campaigns, creatives, audiences, and performance analytics via AdWeave. | — | - | - |
| AdWeave — Meta Ads MCP Server Meta Ads MCP server with 47 tools for campaigns, creatives, audiences, and insights. | — | - | - |
| AdWhispr Research any brand's ads, clone proven winners, and launch campaigns on Google and TikTok from chat. | — | - | - |
| Aegis The meta-harness that brings real agentic collaboration as a first-class citizen | Python | 20 | - |
| AegisGov Contract Intelligence US government contract MCP providing SAM.gov opportunity search, details, and AI bid analysis. | — | 1 | - |
| AEMET (Spain's Meteorological Agency) Provides direct access to Spain's State Meteorological Agency (AEMET) data for querying historical climate data, monthly summaries, and beach conditions across Spanish weather stations. | Python | 5 | - |
| aem-mcp-server AEM MCP server. Chat with your AEM instance for content, component, and asset operations. | TypeScript | 4 | - |
| AEMO Energy Data Query Australian electricity market data from AEMO — 5-minute prices, demand, generation, and rooftop solar. | Python | 0 | - |
| AEOTool Pilot AEO and GEO from Claude: bulk audits, server-side WordPress fixes, and AI citation tracking. | — | - | - |
| Aether An AI-powered reverse-engineering copilot for assisting tedious malware analysis in IDA Pro. | Python | 75 | - |
| Aethereum Coordination layer for teams running multiple AI coding agents — resolves context drift, shadow dependencies, and device fragmentation. | TypeScript | 0 | - |
| aether-mcp-server Aether MCP Server - AI Browser Controller | TypeScript | - | - |
| Aether Wealth Aether Wealth MCP for AI assistants: trades, alerts, market data, macro calendar & indicators. | TypeScript | - | - |
| Aethos_Memory Universal, cross-tool persistent memory bank for AI assistants (Claude Code, Cursor, Windsurf, OpenCode, Codex) powered by FastMCP, Gemini embeddings & Supabase pgvector. | TypeScript | 5 | - |