These 10 MCP servers are almost all you'll ever need.

Curated after months of building.

1. DeepGraph MCP turns code repos into interactive knowledge graphs.

Semantically search code functionalities, analyze dependencies, and explore direct relationships.

100% open-source. 2. OpenMemory MCP server by Mem0 that adds persistent memory across MCP clients.

Create a shared memory layer with style, topics, emotions, etc. that works Claude, Cursor, Windsurf, and others.

100% local and open-source.

8 huge AI agent and LLM releases this week:

1. Vibe Kanban lets you orchestrate multiple AI coding agents in parallel.

Switch between Claude Code, Gemini CLI, OpenAI Codex, and track task status from a single dashboard.

100% Opernsource. 2. @amazon released Kiro, an agentic IDE that turns vibe coding into production-ready apps.

It automatically creates specs, requirements docs, and task lists without you asking.

Powered by Sonnet 4 with intelligent hooks that handle tests and documentation in the background.

Grok 4 and Perplexity Comet released this week.

But these 9 huge AI Agent releases went under the radar:

1. Google released MCP Toolbox for Databases to build AI Agents with database access.

Integrate tools to your agent in less than 10 lines of Python code.

100% Opensource. 2. Make your website MCP-ready in just 50 lines of code.

AI agents can get direct access to your browser and execute tasks 1000x faster without visual parsing.

No API keys, no OAuth.

100% Opensource.

5 huge AI agent updates in the last 24 hours:

1. Google just brought Gemini 2.5 Pro to your terminal with 1M context.

100% Opensource with ridiculously free limits.

We built a complete Streamlit finance app with sentiment analysis with Gemini CLI in minutes. Zero coding. 2. Firecrawl just released an opensource Perplexity clone.

Ask any question and get AI-powered answers with cited sources using their web scraping API. Great for building upon further.

100% Opensource.

5 huge AI agents, MCP, and LLM releases in the last 24 hours:

1. Chinese AI company trained a frontier reasoning AI model in just $535K.

MiniMax M1 has 1M context window, can agentically use tools, and outperforms Claude 4 Opus in LiveCode Bench.

100% Free and Opensource. 2. VibeTunnel turns any browser into your Mac terminal.

Access your terminal from anywhere - phone, tablet, or any device with a browser. Vibe-code with Terminal-based coding agents like Claude Code on-the-go.

100% Opensource.

5 huge AI agents, MCP, and LLM releases you probably missed:

1. AI agent framework that grows and learns with you.

It creates and uses tools on-the-fly, writes code, executes commands, and learns from every interaction.

100% Opensource. 2. No-code platform to build and deploy multi-agent workforce with knowledge and 1000+ tools.

Each agent has its own role, tools, and LLM. They collaborate to solve complex tasks in parallel.

Deploy across WhatsApp, Slack, Discord, and more.

7 huge AI agents, MCP, RAG, and LLM updates today:

1. Mistral AI has released an enterprise package for vibe coding.

Mistral Code is a fork of Continue and combines 4 special code models for autocomplete, search, executing commands, and multi-step coding tasks. 2. OpenAI has released connectors for ChatGPT. It can now connect with workplace tools like Outlook, Teams, Google Drive, Gmail, and Linear.

Team users get additional access to SharePoint, Dropbox, and Box connectors. They can build custom Deep Research connectors using MCP.

10 huge AI agents, MCP, and LLM updates this week:

1. Turn any LLM into a real-time voice AI.

Kyutai's Unmute wraps any text LLM with speech-to-text and speech models to make them speak with any personality and voice.

2. This is a fully-agentic vibe coding platform to build full-stack production-ready apps.

Emergent's coding agents create entire applications with real backends, databases, and integrations.

Ship real SaaS tools, web apps, Chrome extensions, MCP servers, anything!

5 huge AI agents, MCP, and LLM updates today:

1. This is the first agent with unlimited context, steps, and output.

Give it literally any task - it spins up multiple AI agents on-the-fly, working in parallel to complete it.

Can execute 1000+ reasoning steps with 10M+ context. 2. Microsoft released Magentic-UI, a web agent that automates browser tasks with human oversight.

It lets you edit step-by-step plans, take over browser control, and approve sensitive actions. Powered by AutoGen framework with multiple agents working together.

100% opensource.

8 huge AI agents, MCP, and LLM updates last week.

No, this is not OpenAI Codex.

1. Workflow Use is the next step in browser automation.

Record tasks once and execute them millions of times 10x faster with 90% less cost compared to pure AI agents.

100% opensource. 2. Muscle-Mem is an SDK for AI Agents that caches behaviors.

It records tool-calling patterns as agents solve tasks and replays those learned trajectories when encountered again, falling back to agent mode for edge cases.

100% opensource.

10 MCP servers to supercharge your AI Agents.

1. Firecrawl MCP Server

Turns any site, even those rendered by JavaScript into ready‑to‑parse HTML or Markdown for your AI agent. 2. Browserbase MCP Server

Spins up a cloud browser so the model can load JS‑heavy pages, click around and grab screenshots.

This week was all about AI agents, MCP, and vibe coding.

Here's everything you need to know:

1. AgenticSeek is an opensource alternative to $200/month Manus AI agent.

It uses local reasoning LLMs like DeepSeek R1 to browse the web, write code, and execute tasks autonomously. 2. Vibe code production-ready multi-agent apps in minutes.

Chai .new by Langbase lets you describe what you want and get a complete agent with UI, memory, and tools with zero coding required.

RAG is not Memory.

AI agents need long-term memory to maintain context and learn continuously.

5 frameworks for AI agent memory.

100% opensource.

1. Graphiti builds temporally-aware knowledge graphs for AI agents that change over time with evolving relationships and context. 2. Letta is an opensource framework for building stateful AI agents with advanced reasoning capabilities and transparent long-term memory. The Letta framework is white box and model-agnostic. It also lets you visually test, debug, and observe your agents in your server.

Vibe coding is the new no-code.

5 AI coding agents that can write, refactor, debug code, and more, all in your IDE.

No, these are not Cursor, Windsurf, V0, Replit Agents.

1. Trae agentic IDE can write code, edit files, run commands, and more. Works with Claude 3.7 Sonnet. 2. Aider is AI pair programming in your terminal

Just run Aider in your terminal, ask for features or fixes, and watch it update your files while making smart commits.

Works with Claude 3.7 Sonnet and GPT-4o.

5 platforms to build AI agents and workflows with no code you didn't know about.

No, these are not Microsoft AutoGen Studio or even n8n.

1. Build AI agents node-by-node, set up human-in-the-loop breakpoints, and visually track every execution step with PySpur.

100% opensource. 2. MindStudio lets you build custom agents,
no coding skills needed.

Create sophisticated workflows with language, image, voice models—without writing a line of code.

5 free AI agent tools you didn't know about.

No, these are not Deep Research or Operator agents costing atleast $20/month.

100% opensource.

1. Flowise is a low-code tool for developers to build customized LLM orchestration flows and AI agents with a drag-and-drop UI. 2. gptme is a CLI AI agent equipped with powerful local tools, acting as a copilot for your computer, via the terminal. It can execute python and bash, edit local files, search and browse the web.

5 huge AI agent releases this week.

No, these are not about GPT-4.5, Claude 3.7 Sonnet, and Grok-3.

1. Mastra is a Typescript framework that gives you everything to build AI agents, RAG, automated workflows, and agent ops. Run it locally or deploy to a serverless cloud. 100% opensource. 2. AI agents fail in production -- agents crashing, message coordination failing, and expensive LLM calls. Orra is a plan engine designed specifically for multi-agent AI applications that handles the complex orchestration between your AI agents and execution environment.

GPT-4.5 overshadowed AI agents today.

5 breakthroughs you missed while everyone talked about OpenAI.

1. Cloudflare just dropped an AI Agent framework to build agents that persist state, execute tasks, browse the web, and call AI models in real-time. 100% opensource. 2. Inception, AI startup founded by a Stanford professor, released Mercury Coder—the first commercial diffusion-based language model that generates text 5-10x faster than current LLMs. It achieves over 1000 tokens/ second on standard hardware.

5 alternatives to OpenAI's $200/month Operator Agent.

100% free. WebUI: Open-source framework to facilitate interaction of AI agents with web browsers through a user-friendly GUI using Gradio. Built on Browser-use framework, it lets you use your own browser and maintain browser sessions between AI tasks.

github.com/browser-use/we…

AI Agents, RAG and LLM releases in the last 24 hours

Low-code AI agent framework with self-reflection
Run AI agents in isolated sandboxes
DeepSeek V3 Base MoE model open-sourced
Microsoft’s open-source tool for prompt optimization
Built-in GPU memory visualizer in PyTorch PraisonAI combines existing agent frameworks like AutoGen and CrewAI into a flexible low-code and no-code solution that makes building multi-agent systems more approachable. It also has built-in self-reflection capabilities, real-time voice interaction, and tools integrated.

All about AI Agents, RAG, and LLMs

Auto-RAG for intelligent RAG pipelines
Open-source framework to build stateful AI agents
Built-in code runner in ChatGPT Canvas
Amazon's R&D lab to build foundational AI agent capabilities

Here’s everything you need to know: Auto-RAG is a new iterative retrieval model that gives LLMs autonomous decision-making capabilities for retrieving and using external knowledge. LLMs independently determine when and what information to retrieve through multi-turn dialogues with the retriever.