Mcp + Robotics + Agents

41.0

Build a universal MCP adapter library for legacy hardware instruments. Developers can leverage this to create self-correcting hardware feedback loops using LLMs.

Mcp + Robotics + Agents

Signals (80)

Two Months After I Gave an AI $100 and No Instructions

ChatGPT for sales teams

Exploration and Exploitation Errors Are Measurable for Language Model Agents

Medical Reasoning with Large Language Models: A Survey and MR-Bench

Show HN: Claudraband – Claude Code for the Power User

GLM-5.1: Towards Long-Horizon Tasks

SAGE: A Service Agent Graph-guided Evaluation Benchmark

ChatGPT for research

CSAttention: Centroid-Scoring Attention for Accelerating LLM Inference

Using custom GPTs

firecrawl/firecrawl

alibaba/page-agent

kepano/obsidian-skills

IC3-Evolve: Proof-/Witness-Gated Offline LLM-Driven Heuristic Evolution for IC3 Hardware Model Checking

BloClaw: An Omniscient, Multi-Modal Agentic Workspace for Next-Generation Scientific Discovery

Show HN: LangAlpha – what if Claude Code was built for Wall Street?

Narrative over Numbers: The Identifiable Victim Effect and its Amplification Under Alignment and Reasoning in Large Language Models

Using projects in ChatGPT

Demonstration of Pneuma-Seeker: Agentic System for Reifying and Fulfilling Information Needs on Tabular Data

EngageTriBoost: Predictive Modeling of User Engagement in Digital Mental Health Intervention Using Explainable Machine Learning

HoloTab: A Chrome extension powered by Holo3, a SOTA computer-use model

Turn your best AI prompts into one-click tools in Chrome

Open, Reliable, and Collective: A Community-Driven Framework for Tool-Using AI Agents

Self-Monitoring Benefits from Structural Integration: Lessons from Metacognition in Continuous-Time Multi-Timescale Agents

Meet HoloTab by HCompany. Your AI browser companion.

The A-R Behavioral Space: Execution-Level Profiling of Tool-Using Language Model Agents in Organizational Deployment

Show HN: Gemma Gem – AI model embedded in a browser – no API keys, no cloud

Show HN: Travel Hacking Toolkit – Points search and trip planning with AI

Enhancing LLM-based Search Agents via Contribution Weighted Group Relative Policy Optimization

atilaahmettaner/tradingview-mcp

Olmo Hybrid: From Theory to Practice and Back

How AI tools can redefine universal design to increase accessibility

Show HN: SPICE simulation → oscilloscope → verification with Claude Code

RiskWebWorld: A Realistic Interactive Benchmark for GUI Agents in E-commerce Risk Management

PolyJarvis: LLM Agent for Autonomous Polymer MD Simulations

DRBENCHER: Can Your Agent Identify the Entity, Retrieve Its Properties and Do the Math?

Agent - Native Mac OS X coding ide/harness

KD-MARL: Resource-Aware Knowledge Distillation in Multi-Agent Reinforcement Learning

pablodelucca/pixel-agents

Eight years of wanting, three months of building with AI

AgentGate: A Lightweight Structured Routing Engine for the Internet of Agents

Introducing Anthropic’s Claude Opus 4.7 model in Amazon Bedrock

archestra-ai/archestra

ChatGPT for marketing teams

zereight/gitlab-mcp

dimensionalOS/dimos

Microsoft terms say Copilot is for entertainment purposes only, not serious use

lsdefine/GenericAgent

Qualixar OS: A Universal Operating System for AI Agent Orchestration

Credo: Declarative Control of LLM Pipelines via Beliefs and Policies

VoltAgent/voltagent

From Business Events to Auditable Decisions: Ontology-Governed Graph Simulation for Enterprise AI

Arindam200/awesome-ai-apps

MemGround: Long-Term Memory Evaluation Kit for Large Language Models in Gamified Scenarios

rowboatlabs/rowboat

Show HN: Skrun – Deploy any agent skill as an API

QwenLM/qwen-code

LLMs Underperform Graph-Based Parsers on Supervised Relation Extraction for Complex Graphs

Show HN: Libretto – Making AI browser automations deterministic

ConvApparel: Measuring and bridging the realism gap in user simulators

huggingface/skills

LangFIR: Discovering Sparse Language-Specific Features from Monolingual Data for Language Steering

Bouncer: Block "crypto", "rage politics", and more from your X feed using AI

zhukunpenglinyutong/desktop-cc-gui

RhysSullivan/executor

Show HN: Output.ai - OSS framework we extracted from 500+ production AI agents

Show HN: DecisionNode – shared structured memory for all AI coding tools via MCP

GUI-Perturbed: Domain Randomization Reveals Systematic Brittleness in GUI Grounding Models

Tell HN: Anthropic no longer allowing Claude Code subscriptions to use OpenClaw

Towards Scalable Lightweight GUI Agents via Multi-role Orchestration

Show HN: CSS Studio. Design by hand, code by agent

github/awesome-copilot

quemsah/awesome-claude-plugins

OpeFlo: Automated UX Evaluation via Simulated Human Web Interaction with GUI Grounding

SynDocDis: A Metadata-Driven Framework for Generating Synthetic Physician Discussions Using Large Language Models

steipete/wacli

Drift and selection in LLM text ecosystems

Adaptive Memory Crystallization for Autonomous AI Agent Learning in Dynamic Environments