AI / ML
| Server | Language | Stars | Downloads |
|---|---|---|---|
| AdTech Suite Suite of advertising technology tools with multi-agent architectures for creative intelligence, attribution, brand safety, and campaign optimization. | — | 1 | — |
| advanced-homeassistant-mcp An advanced MCP server for Home Assistant. 🔋 Batteries included. | JavaScript | 49 | — |
| Advanced Reasoning with DeepSeek Leverages the deepseek-r1 model to provide structured reasoning capabilities through specialized tools for analytical thinking, reflection with quality scoring, and sequential problem-solving with branching thoughts. | — | 33 | — |
| Advanced Unity MCP Unity Editor package that enables direct integration between Unity development environments and external tools for game development workflows including scripting, scene management, and asset organization. | — | 85 | — |
| Advice Server Provide expert advice and recommendations dynamically to enhance decision-making processes. Integrate seamlessly with LLM applications to deliver context-aware guidance. Enable users to access curated advice through a standardized protocol interface. | — | — | — |
| Advocu Integrates with the Advocu platform to streamline activity reporting for Google Developer Experts, enabling submission of content creation, speaking engagements, workshops, mentoring sessions, and community interactions with detailed metrics tracking. | TypeScript | 30 | — |
| Aegis Credential isolation proxy for AI agents with encrypted vault and audit logging. | TypeScript | 8 | — |
| Aegis Protocol Trustless escrow for AI agent-to-agent transactions on Base L2 with USDC. | TypeScript | 2 | — |
| 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 | 3 | — |
| AEO Audit Answer Engine Optimization audit tool that scores websites 0-100 for AI visibility across schema, meta, content, and crawler access. | — | 0 | — |
| AER-MCP (American Economic Association Journals) Enables AI assistants to search and extract information from American Economic Association journals with filtering by title, abstract, author, and JEL classification for economic research and literature reviews. | — | 5 | — |
| AGA Protocol Cryptographic governance for AI agents with sealed policy artifacts and continuous measurement. | — | 0 | — |
| agency-agents A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables. | Shell | 61.4k | — |
| agency.lona/trading AI-powered trading strategy development: backtesting, market data, and portfolio analysis | — | — | — |
| agenite 🤖 Build powerful AI agents with TypeScript. Agenite makes it easy to create, compose, and control AI agents with first-class support for tools, streaming, and multi-agent architectures. Switch seamlessly between providers like OpenAI, Anthropic, AWS Bedrock, and Ollama. | MDX | 68 | — |
| Agent2Models Access to multiple AI models within a single request | — | — | — |
| @agent2pdf/mcp-server Official MCP Server for Agent2PDF with auto-polling support | TypeScript | — | — |
| agent-analytics-mcp-server Usage analytics and monitoring for AI agent tool calls — track, analyze and optimize agent behavior | Python | — | — |
| agentation-mcp MCP server for Agentation - visual feedback for AI coding agents | TypeScript | — | — |
| agentation-vue-mcp MCP server for Agentation - visual feedback for AI coding agents | TypeScript | — | — |
| agentauth-mcp-server MCP server exposing AgentAuth identity and authentication tools for AI agents | Python | — | — |
| AgentBay Provides serverless cloud infrastructure for AI agents. | — | 7 | — |
| @agentbell/mcp-server AgentBell MCP Server — notifies AgentBell.app of AI agent state changes | TypeScript | — | — |
| @agentblueprint/mcp-server MCP server for Agent Blueprint — read blueprints, business cases, implementation plans, and specs from your coding agent | TypeScript | — | — |
| Agent BOM AI infrastructure security scanner for CVEs, SBOMs, compliance checks, and dependency auditing. | Python | 10 | — |