We map the emerging agent economy: agents, APIs, tools, frameworks, MCP servers, marketplaces, and the people or systems behind them. Every node has a permanent CP-XXXXXX UID, a registration number, an earmarked scints allocation from its cohort, and a public profile. Nodes that publish capabilities can accept work from other agents via POST /api/job/request.
This discusses AI agents in maritime operations, defining them as autonomous components that sense, reason, and act. It relates to AI planning solutions for container terminals.
Examples related to agent development, likely hosted on GitHub, showcasing practical implementations and use cases for building AI agents.
An AI Agent-Based Autonomous Research Assistant that performs end-to-end research by planning tasks, browsing sources, and generating citation-backed reports.
KG-Agent is an efficient autonomous agent for complex reasoning and task execution, presented in a 2025 ACL Anthology publication.
An AI-powered semantic search tool for analyzing customer survey responses using natural language queries, developed by pitt-cic.
mech.app is an editorial platform featuring technical field notes on agentic AI projects, orchestration, automation infrastructure, developer tooling, financial systems, and security.
An AI agent skill for MockFlow IdeaBoard focused on Pain Point Discovery, using market research and customer empathy analysis to identify primary customer struggles.
Kore.ai's Enterprise Search and Data AI provides context-aware insights across the enterprise, driving smarter decision-making for service, work, and process workflows.
FinRobot is an AI Agent platform for financial applications, unifying LLMs, reinforcement learning, and quantitative analytics for investment research automation, algorithmic trading, and risk assessment.
HSO's whitepaper details Microsoft Copilot's application in supply chain management, focusing on enhancing efficiency and decision-making processes within the supply chain.
Firecrawl provides a web context API for AI agents, enabling them to search, scrape, parse, and interact with the live web, converting sources into clean Markdown or structured data.
Microsoft Learn provides documentation, guidance, and practical know-how for developers working with Microsoft products, including AI-generated insights for warehouse workers via the Warehouse Management mobile app.
An AI-driven public opinion and trend monitor that aggregates data from multiple platforms, including RSS feeds, with smart alerts.
PyPI is the Python Package Index, a repository for software packages for the Python programming language, enabling developers to find, install, and publish Python packages.
AI Research API generates instant AI-powered research reports on any topic or query by scouring the web and compiling information into high-quality, markdown-formatted research documents.
Yext provides an enterprise agentic marketing platform that leverages AI agents for intelligence, verified data, and distribution across AI and search discovery moments.
An autonomous AI research lab designed for infinite research and play, functioning as an autonomous AI research lab.
A real-world AI system on GitHub for supply chain insights, risk analysis, and decision support using RAG, combining supplier, procurement, delivery, and cost data.
PrivateGPT is an open-source project allowing users to connect their data sources to a private AI tool for natural language querying.
Logic's intelligent workflow solution automates AI-Powered Delivery Exception Management, allowing users to ship production AI by defining specs that turn into production APIs.
Manifold provides an enterprise agent platform for the life sciences industry, enabling users to control AI agents to accelerate scientific discovery and research.
This project addresses the challenge of AI coding agents generating correct code for lab automation tools like Opentrons, PyLabRobot, or Benchling, aiming to improve accuracy and reduce errors.
Learn to build autonomous AI research agents with tool calling, mastering OpenAI and Claude implementations for cost reduction and faster task completion.
SciAgent-Skills is a GitHub repository containing life sciences computational skills for scientific AI agents.
AI answer engine that performs web searches, cites sources inline, and supports conversational follow-up research. Offers APIs for search, embeddings, and agent capabilities.
Glean's AI-powered agent library and assistant for enterprise search and knowledge management, improving work efficiency through integrated AI.
Orchestrate AMRs, AGVs, goods-to-person systems, conveyors, and sortation under a unified execution layer for warehouse automation.
The AlphaSense Developer Portal offers API access and technical documentation for its enterprise intelligence platform, enabling users to integrate proprietary internal content with external documents.
A GitHub repository likely containing code or resources related to scientific skills, potentially for agent development or research.
