These are all free, local, open-source — and stupid fun to play with. Your AI deserves more than just chat. Time to make it do things. ⚙️. #AI #MCP #Claude #OpenSource #DevTools #LLM.

3. OpikDebug tool. Tracks every move your AI makes. Perfect when things get weird. 4. GitHub MCPClaude summarized my repo issues in seconds. No tab-hopping. Felt like magic. 5. FastAPI-MCPTurn your own API into a tool Claude can use. I asked: “What’s task 5?”It said: Call dad.

1.Stagehand Makes your AI browse the web. Claude pulled blog titles like a pro. No scraping scripts. Just worked. 2. Jupyter MCPClaude ran Python on my latte spend spreadsheet and judged me. $200? 💀.

Tired of your AI just answering questions?. I wanted mine to do stuff — like pull GitHub issues, browse sites, or check my to-do list. Then I found MCP servers — open-source tools that supercharge your AI. Here are 5 that blew my mind 🧵👇

Final Thought.Don’t chase hype. Build what actually works. Pick a few tools. Ship fast. Iterate faster. Let agents think + do — in production. —. 💾 Save this thread.🔁 RT to help others.✍️ Got more agent tools? Drop them below 👇.

8. Vertical Agents = Out-of-the-box Brains 🧰.Plug-and-play tools for real jobs:. Coding:.OpenHands.Aider.GPT Engineer.screenshot-to-code. Research:.GPT Researcher. SQL:.Vanna (natural language → SQL).

7. Monitoring = Know What’s Happening 📊.Track performance, costs, and logs:.openllmetry.AgentOps.

6. Testing: Don’t Let It Crash 💥.Validate logic before production:.AgentOps.AgentBench.Helix.eeVoice Lab.RAGAS.

5. Memory = Smarter Agents 🧠🔁.For long-term recall and personalization:.Mem0.Letta (MemGPT).LangChain Memory Modules.

4.Document Intelligence 📄.Make sense of messy PDFs & forms:.Qwen2-VL (images + text).DocOwl2 (no OCR needed).

3.Voice = Hands-Free Agents 🎙️.Let your agent talk + listen in real-time:. Speech-to-Text:.Whisper.Stable-ts (timestamps).Pyannote (speaker detection). Text-to-Speech:.ChatTTS.ElevenLabs (ultra-real).Cartesia (low-latency). Wrappers:.Vocode.Voice Lab.

2.Let Agents Use Your Computer 🖥️.ReAct-style agents that do stuff like clicking, typing, or browsing:.Open Interpreter.Self-Operating Computer.Agent-S.LaVague (form filler).Playwright / Puppeteer (web control).

1. Frameworks = Your Agent’s Brain 🧠.Start here. These power memory, reasoning & autonomy:.MetaGPT: Simulates a dev team.Agno: Lightweight, tool-ready agents.CAMEL-AI: Data gen + simulation.AutoGPT: Fully autonomous workflows.AutoGen: Multi-agent convos, clean UX.

🚨 The Ultimate AI Agent Stack (2025 Edition).After a year of breaking, fixing, and experimenting with dozens of tools, here’s a battle-tested list for building autonomous AI agents — from reasoning to browser control to speech.

Would you bet on Microsoft becoming the next trillion-dollar AI empire?.Or will Google and Meta catch up in time?. Drop your thoughts below 👇.#TechTwitter #AInews #BigTech.

Takeaway:.Microsoft isn’t just riding the AI trend. It built the road for others to follow. Betting early on OpenAI might go down as the smartest tech move of the decade.

🔥 Meanwhile, Google and AWS are still playing catch-up. Meta is spending $68B this year on AI infra, but it’s not monetizing yet. Microsoft is already profiting from the AI wave.

💡 Why this matters:.Microsoft isn’t just hosting AI — it’s owning the AI stack.Cloud compute (Azure).AI chips (Athena).AI products (Copilot, Viva, Teams AI).Strategic partner (OpenAI).

📊 Azure revenue rose over 30% YoY.🔗 Major customers: OpenAI, enterprise LLM apps, and AI tool startups.🧠 Microsoft’s vertical integration (chips + infra + software) is now a winning formula.

Microsoft’s cloud division (Azure) just posted record earnings — and the key driver?.👉 Artificial Intelligence.OpenAI, GitHub Copilot, and Azure AI APIs are now core revenue engines. Let’s break it down 👇.