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GitHub
MCP Server·2025
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Playwright MCP

Microsoft

Gives an LLM a browser via Playwright's accessibility tree instead of screenshots, so the model reads structured snapshots, not pixels. Actions target named elements deterministically, cutting token use and removing any need for a vision model.

#mcp#mcp-server#nodejs#typescript#microsoft+1
GitHub
MCP Server·2025
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Open source MCP servers for AWS (mcp)

AWS Labs (awslabs) / Amazon Web Services·Amazon Web Services (AWS)

Exposes AWS services to AI agents over the Model Context Protocol — querying databases, provisioning infrastructure with CDK/EKS/Lambda, and pulling live AWS docs. Each domain ships as its own server, so agents wire in only what a task needs.

#mcp#mcp-server#github#ai-tools#ai-development+1
GitHub
MCP Server·2025
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Serena

oraios·Oraios AI

Gives coding agents symbol-level codebase access via language servers (LSP), turning cross-file renames, reference lookups, and edits into precise operations instead of fragile text search. Runs as an MCP server spanning 40+ languages.

#mcp#mcp-server#mcp-client#ai-coding#ai-agent+3
GitHub
MCP Server·2025
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mobile-mcp

Mobile Next

Gives an LLM agent direct control of iOS and Android apps over one MCP interface, across simulators, emulators, and real devices. Reads the native accessibility tree to pick elements deterministically, using screenshot coordinates only as fallback.

#mcp#mcp-server#typescript#nodejs#github+4
GitHub
AI Agent Tutorials·2025
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AI Agents A-Z

gyoridavid, AI Agents A-Z (YouTube)·AI Agents A-Z

Collects 40+ importable n8n workflows from the AI Agents A-Z YouTube channel, each tied to one video episode — spanning content generation, social-media posting, and short-video and narrated-story pipelines, plus companion Docker MCP/REST servers.

#ai-agent#mcp-server#mcp-client#ai-tools#ai-workflow+5
GitHub
MCP Server·2025
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WhatsApp MCP Server

Luke Harries

Lets an LLM read, search, and send your personal WhatsApp messages, contacts, and media through MCP. A Go bridge speaks to WhatsApp's web multidevice API and stores the full history in local SQLite, so data stays on your machine until a tool is invoked.

#mcp#mcp-server#github#python#claude+5
GitHub
AI Video·2025
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ViMax: Agentic Video Generation

HKUDS·Data Intelligence Lab @ HKU

Turns a raw idea, novel, or screenplay into a complete multi-shot video through a multi-agent pipeline that scripts, storyboards, and renders shots while a vision model checks character and scene consistency across the whole story.

#ai-video#video#ai-agent#agent-skills#python+6
GitHub
AI Agent·2025
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12-Factor Agents — Principles for building reliable LLM applications

HumanLayer (Dex Horthy)·HumanLayer

Twelve engineering principles for building production-grade LLM agents, modeled on the 12-Factor App. Argues the best agents are mostly deterministic software with a few well-placed LLM calls, not a prompt-and-tools loop.

#github#ai-agent#ai-development#LLM#engineering+2
GitHub
AI Agent·2025
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Chef

Convex

Generates full-stack web apps with the backend included — database, auth, file uploads, real-time UIs, and background workflows — by writing code against Convex's reactive APIs. A fork of bolt.diy; bring your key for Claude, GPT, Gemini, or Grok.

#ai-tools#ai-agent#ai-client#github#ai-development+1
GitHub
AI Agent·2025
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PageIndex

Vectify AI, Mingtian Zhang +2·Vectify AI

Builds a table-of-contents tree index over long PDFs and uses LLM tree search to fetch relevant sections — no embeddings, chunking, or vector database. Hits 98.7% on FinanceBench, for financial, legal, and technical docs where relevance needs reasoning.

#RAG#ai-agent#llm#nlp#python+4
GitHub
AI Agent·2025
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Agent Development Kit (ADK) Samples

Google

Provides ready-to-use sample agents for Google’s Agent Development Kit across Python, TypeScript, Go, Java, Kotlin, and Android, from simple assistants to multi-agent workflows.

#ai-agent#agent-skills#RAG#llm#python+4
GitHub
AI Coding·2025
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CodeLayer

HumanLayer Team·HumanLayer

Orchestrates AI coding agents around tasks, sessions, artifacts, reviews, and parallel Claude Code workflows so teams can manage complex codebase work with more visibility.

#ai-coding#ai-agent#claude#github#IDE+1
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