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.
Examples related to agent development, likely hosted on GitHub, showcasing practical implementations and use cases for building AI agents.
A multi-agent framework for oilfield carbon emission data analysis, integrating data access, dual RAG, and a Planner-Executor workflow for natural-language interaction, automated report generation, and visualization.
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.
Gardenia Technologies partnered with AWS to develop Report GenAI, an automated ESG reporting solution using agentic AI on Amazon Bedrock to reduce sustainability reporting time.
An AI Agent-Based Autonomous Research Assistant that performs end-to-end research by planning tasks, browsing sources, and generating citation-backed reports.
An open-source AI assistant (Clawdbot/Moltbot) with Chinese localization, supporting platforms like WhatsApp, Telegram, and Discord, and offering CLI and dashboard interfaces.
Neural Alpha researches and deploys AI-ESG copilots for assessing Nature Action 100 Company Benchmark Indicators, releasing metrics across various indicators for sustainable intelligence.
Nilus provides agentic AI for cash flow forecasting, enabling treasury teams to improve accuracy with real-time data, autonomous updates, anomaly detection, and scenario modeling.
An AI-driven public opinion and trend monitor that aggregates data from multiple platforms, including RSS feeds, with smart alerts.
Explores the application of agentic systems in Treasury and Liquidity Management (TLM) to optimize cash flow, manage risk, and ensure real-time regulatory compliance.
A human-AI system that models expert thinking to assist tutors in real-time, improving student mastery of math topics through effective pedagogy and low-cost support.
A personal finance coach agent hosted on GitHub, designed to assist users in managing their finances.
Constructor offers AI Shopping Agents (ASA) and Product Insight Agents (PIA) to enhance e-commerce shopper journeys through personalized product discovery and search.
Atlas offers an AI assistant for schools, specializing in logistics and supply chain essentials, trained on class materials.
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.
An autonomous AI research lab designed for infinite research and play, functioning as an autonomous AI research lab.
A solution powered by Agentic AI & NLP that automates the labor-intensive and error-prone workflow of travel voucher reimbursement.
An open-source agentic AI personal trainer built with Python, providing personalized fitness and health guidance. This project aims to make fitness coaching accessible and customizable.
PrivateGPT is an open-source project allowing users to connect their data sources to a private AI tool for natural language querying.
Agentic AI for personalized dietary recommendations, offering tailored meal plans, recipe suggestions, and grocery ordering integration to enhance user experience and make healthcare more accessible.
Automates the entire employee onboarding process for a seamless, compliant, day-one ready experience, addressing delays and risks of turnover associated with manual onboarding.
Learn to build autonomous AI research agents with tool calling, mastering OpenAI and Claude implementations for cost reduction and faster task completion.
A local-first AI agent for personal accounting, storing data as plain text files and compatible with any LLM, including local ones.
Example of creating a workflow agent or add-in for Kofax Capture, demonstrating integration with capture systems.
SciAgent-Skills is a GitHub repository containing life sciences computational skills for scientific AI agents.
A GitHub repository likely containing code or resources related to scientific skills, potentially for agent development or research.
