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.
Aider is an AI pair programmer that runs in your terminal, supporting over 100 languages and Git integration for coding assistance.
Forbes is a global media company focused on business, investing, technology, and entrepreneurship. This entry appears to be a reference to VALR, a digital currency exchange, discussed within Forbes' content.
LlamaParse, by LlamaIndex, is an advanced agentic OCR solution for processing complex documents, including messy tables, charts, and images, with high accuracy.
Agent Hooks in AgentScope allow customization of agent behavior by defining functions called at different lifecycle stages, enabling more dynamic and responsive interactions.
Sign up for a developer account with Box to build integrations and applications, providing access to developer tools and resources. Offers access to developer tools and documentation.
MuleSoft Agent Scanners enable automatic discovery and registration of AI agents, providing a centralized view for governance, reuse, and management.
Vocode Core is a software development kit or framework for building voice-enabled AI agents, enabling custom voice interactions. Hosted on GitHub.
Launchonomy is a system for orchestrating AI agents to complete missions through consensus, providing a framework for managing and coordinating agent activities.
Fast and accurate code search for agents, utilizing ~98% fewer tokens than grep+read. Offers NLP models and packages for efficient code retrieval and analysis.
Zero-code platform for auto-generating production-grade agentic workflows. Enables building and orchestrating multi-agent systems with an AI-powered developer platform.
Enterprise-grade, commercial-friendly agentic workflow platform for building AI agents. Offers low-code development and multi-agent orchestration capabilities.
TypeScript AI agent framework with assistants, RAG, and observability. Supports GPT-4, Claude, Gemini, Llama.
Open source framework for building stateful LLM applications with advanced reasoning and transparent long-term memory.
Framework for orchestrating role-playing, autonomous AI agents that collaborate to complete complex tasks.
Multi-agent framework by Microsoft for developing LLM applications with conversational agents that collaborate to solve tasks.
Google Workspace MCP Server for integrating AI assistants with Gmail, Google Calendar, Docs, Sheets, Slides, and Tasks via the Model Context Protocol.
Exa MCP server for web search and web crawling, providing AI search engine capabilities and a web search API. Enables searching and extracting structured content from live data.
Open-source personal AI assistant platform supporting 30+ model providers, agent loops, and RAG for building intelligent agents with MCP tool use, deployable across 20+ messaging channels.
Model Context Protocol (MCP) server and CLI for AI agents to autonomously build, test, and debug iOS apps within Xcode, bridging AI and development workflows.
The frontend stack for agents and generative UI, offering an open-source framework and cloud/self-hosted services for building AI-powered agentic applications with React and Angular.
PageIndex is a vectorless, reasoning-based RAG engine that mirrors human document reading, achieving high accuracy on benchmarks with traceable and explainable retrieval.
An open-source, low-code platform for building AI agents and LLM orchestrations visually, enabling rapid development of AI-powered applications.
RAGFlow is a leading open-source Retrieval-Augmented Generation engine providing a superior context layer for AI agents, built for enterprise with reliable context and an integrated agent platform.
Box developer portal offering resources, documentation, and tools for building applications and integrations on the Box platform. Includes access to developer documentation and SDKs.
Broadridge is a global technology leader providing solutions for investing, governance, and communications within the financial industry.
This paper addresses the challenge SOCs face in efficiently triaging phishing emails while maintaining robust protection, focusing on randomized controlled trials.
Rapid agent development framework in Python for building autonomous AI agents, supporting multiple LLM providers and tool integration.
Modular Python framework and cloud platform for building, deploying, and scaling AI applications and agents, enabling orchestration of multiple AI models and agents.
Intelligent memory layer for AI assistants and agents, enabling personalized interactions through persistent cross-session memory.
Open-source protocol for creating, deploying, and managing autonomous AI agents across social platforms and web3.
Build multimodal AI agents with memory, knowledge and tools. Simple, fast and model-agnostic agent framework.
Experimental open-source attempt to make GPT-4 fully autonomous with chained LLM thoughts for goal achievement.
MiroThinker is a deep research agent optimized for complex research and prediction tasks, capable of deep research and analysis.
An AI-driven public opinion and trend monitor that aggregates data from multiple platforms, including RSS feeds, with smart alerts.
The fastest local AI engine for Apple Silicon, offering significantly faster inference speeds compared to alternatives like Ollama.
A registry for open-source MCP Servers, clients, tools, and integrations, featuring daily updated servers and various MCP implementations.
NPI is an action library for AI agents, supporting integration with large language models like GPT-4. It focuses on enabling AI agents to perform actions and interact with various systems.
A Raycast extension for creating powerful, contextually-aware AI commands. It enables users to leverage AI within the Raycast launcher for enhanced productivity and task automation.
Agency is a fast and minimal framework for building agent-integrated systems. It focuses on creating AI agents capable of general intelligence and interacting via APIs.
Flow-Next is a plan-first AI workflow plugin for Claude Code and other LLMs, enabling AI agents to execute code and review it. It supports AI agent workflows and code generation.
PrivateGPT is an open-source project allowing users to connect their data sources to a private AI tool for natural language querying.
HolmesGPT is an SRE Agent and a CNCF Sandbox Project designed for AI Ops, DevOps, and incident management. It leverages LLM agents for incident response and chat ops.
Automaker is an open-source AI software engineer for agented coding, enabling autonomous AI agents to build, run, and fix code for entire applications.
Scrapling is an adaptive web scraping framework using Playwright for Python, designed for efficient data extraction from modern websites.
A comparison of multi-agent frameworks focusing on graph control, observability, durable execution, MCP support, and agency fit, with four reference architectures.
SAP is a leading enterprise software company that has launched AI agents across its ERP platform for finance, supply chain, and HR, including the SAP Autonomous Suite and Joule Work.
AI SDK Agents is a full-stack platform offering 100+ production-ready AI agent patterns, workflows, tools, and chat UI components, built with TypeScript and React on the Vercel AI SDK.
C8 Hedge is an AI-powered FX hedging platform designed for treasury teams and portfolio managers. It is accessible via multiple AI assistants including ChatGPT, Claude, Gemini, and Microsoft Copilot, as well as a dedicated web app.
Ghidra MCP Server is a project offering 110 tools for AI-assisted reverse engineering, indicated by an HN Show HN post. It leverages the Model-Context Protocol for its operations.
GLM-5 is an AI model targeting complex systems engineering and long-horizon agentic tasks. It powers Z.ai, a free AI chatbot and agent capable of building websites, creating slides, and analyzing data.
The QVeris Agent Toolkit is an open-source collection of tools for the QVeris capability routing network. It includes a CLI and SDK, enabling developers to discover, inspect, and call verified capabilities through a unified protocol.
Agentic Security is an open-source LLM vulnerability scanner designed for safe and reliable AI. It provides tools for identifying vulnerabilities in AI models and systems.
GitAgent Protocol (GAP) is a framework-agnostic, Git-native standard for defining AI agents. It allows agents to be defined, versioned, and run natively within Git, supporting various AI frameworks.
Kore.ai documentation for building and deploying AI agents at enterprise scale, emphasizing quick, secure, and flexible implementation.
Automates sanctions checks using governed AI agents and RPA, reducing false positives and speeding up investigations with SS&C Blue Prism.
Article demonstrating AI agentic workflows in financial decision-making, such as personal loan origination, leveraging domain-specific knowledge.
GitHub's machine learning team enhanced Copilot's contextual understanding for more relevant suggestions, addressing LLM processing limitations.
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.
Semantic Scholar is an AI-powered research tool that understands scientific literature to help researchers discover relevant papers, offering a public API for deeper integration.
A DEV Community article discussing the transition from a law degree to software development, exploring the challenges and experiences within the industry.
Python framework for building reliable AI applications, featuring risk detection, structured output generation, and LLM guardrails to ensure safety and correctness.
MCP server for EPA air quality data and HUD foreclosure listings. Connects AI assistants to environmental monitoring and housing property data.
Customer insights platform combining voice of the customer analysis with CDP capabilities using first-party data from emails, Slack, calls, and CRM.
Task-driven autonomous agent system leveraging LLMs, vector search, and LangChain for efficient task completion, generation, and prioritization.
Open-source project focused on agent development and automation, likely providing tools or frameworks for building AI agents.
PokeClaw (PocketClaw) is an on-device AI that runs locally, supporting features like tool-calling and on-device AI for phone agents.
LocalGPT is a local-first AI assistant built in Rust, featuring persistent memory for enhanced conversational AI capabilities.
Open-source AI-powered browser automation tool enabling users to interact with web pages via natural language for automated browsing and data extraction.
Explores the application of agentic systems in Treasury and Liquidity Management (TLM) to optimize cash flow, manage risk, and ensure real-time regulatory compliance.
MCP-native agent framework with elicitation support, managing long tool loops, LLM+tool streams, session control, and export to Hugging Face with advanced model support.
WildnetEdge is an AI-First Software Development Company based in the USA, offering services for AI agent development.
Documentation for Automation Co-Pilot, providing resources and tutorials for users on their automation journey with Automation Anywhere.
Build.inc developed Dougie, a multi-agent system using LangGraph for orchestrating complex commercial real estate development workflows, particularly for data center projects.
Digiqt.com is a product development company that builds and scales disruptive digital ideas, emphasizing quality and value-driven development.
IQVIA's NLP solution uses healthcare NLP and domain expertise to convert unstructured medical records into accurate coded data for risk adjustment, improving coding precision.
Online video editor built with Next.js, Remotion, and FFmpeg (WebAssembly port) for rendering. Hosted on GitHub.
An AI agent designed for web scraping tasks, leveraging artificial intelligence to automate the process of extracting data from websites efficiently.
Demonstrates how AI agents can streamline compliance and fulfill regulatory requirements for financial institutions using Amazon Bedrock and CrewAI.
A comprehensive MCP server hosted on GitHub, exposing dozens of capabilities to AI agents, facilitating agent interaction and functionality.
Red Hat Developers portal offering resources, tools, and community support for developers, particularly in AI and emerging technologies.
Nebius announces an agreement to acquire Tavily, aiming to integrate Tavily's agentic search capabilities into Nebius's cloud platform for AI development.
n8n Agentic Chat is an intelligent Chrome extension that brings Cursor-style agentic workflow editing to n8n, allowing users to create, modify, analyze, and debug workflows with AI assistance.
Details the construction of a 3-agent AI system for detecting dangerous drug interactions during hospital care transitions, utilizing Google ADK, MCP, and the A2A protocol.
Explores Agentic AI systems that combine planning, reasoning, tool invocation, and feedback loops for autonomous goal pursuit, enabling an evolution in networking from static configuration.
Anchor Browser provides secure infrastructure for computer use agents, focusing on the operational aspects and limitations of AI agents in production.
AI Agent Workflows provides an API for website categorization and URL classification, enabling automated analysis and data generation for web content.
Prior Labs offers TabPFN MCP, a beta tool for LLMs to make predictions on tabular data, providing enhanced data analysis capabilities.
An AI agent framework for FinTech operations that automates merchant onboarding, AML list checks, and risk assessments, enabling faster ROI with human control.
AI-Enhanced Teaching Assistant project by DHRUVvkdv, bridging instructor knowledge and web intelligence to assist in educational contexts. Aims to enhance learning and teaching through AI.
Malbek's blog discusses Agentic AI and Conversational Contracts, exploring how AI agents are advancing Contract Lifecycle Management (CLM) beyond traditional automation.
Botteq Automation specializes in developing agentic AI solutions to streamline business workflows, enhance productivity, and transform operational efficiency.
Agentic AI is transforming local government by automating service delivery, improving employee support, and helping agencies operate efficiently and securely.
RSM offers services to enhance creativity and productivity for organizations adopting Microsoft Copilot for Microsoft 365.
OpenCLI is a universal CLI Hub and AI-native runtime that transforms any website, Electron app, or local binary into a standardized command-line interface.
Velvetech provides AI Copilot development services for Microsoft 365, Azure, and custom enterprise environments, enabling intelligent operations.
KG-Agent is an efficient autonomous agent for complex reasoning and task execution, presented in a 2025 ACL Anthology publication.
Google's Developer Knowledge API and MCP Server provide a machine-readable way for AI assistants and agentic platforms to access up-to-date documentation for Google products.
Claude Workflow Library is a resource providing pre-built workflows and examples for utilizing Claude's AI capabilities.
A human-AI system that models expert thinking to assist tutors in real-time, improving student mastery of math topics. It is low-cost and promotes effective pedagogy.
TerraAI is a smart farming copilot designed to assist with agricultural tasks, aiming to improve efficiency and yield through AI.
AI Agent is a tool found on FlowHunt designed to help users build teams of AI agents for various tasks, with pricing information available.
Agentic RAG is a model that enhances Retrieval-Augmented Generation (RAG) by using AI agents to dynamically find and utilize data from diverse sources for accurate responses.
Shopify developer documentation provides guidance on building a Storefront AI agent, an AI-powered shopping assistant to help customers find products and complete purchases.
Maps, inspects, and audits AI-agent markdown ecosystems, including skills, agents, commands, and hooks, as a graph. This GitHub project focuses on visualizing and understanding AI agent interactions.
Website Testimonial Collection AI Agent gathers client feedback seamlessly using Jotform's AI Agents.
Duralang is a decorator that transforms LangChain LLM, tool, and MCP calls into Temporal Activities, enabling durable execution for AI agent workflows.
Financial copilot developed by JoSQUANTUM designed to automate workflows within financial business units.
Agentic document processing leverages AI agents for end-to-end autonomous document workflows, including OCR and data extraction, with LlamaIndex.
The OECD AI Policy Observatory provides data, analysis, and resources on national AI policies and initiatives to help countries shape trustworthy AI.
A smart home AI agent project using LangGraph, LangChain, and Ollama to control home appliances connected via micro-controllers like ESP32/ESP8266.
Contributes to the development of an autonomous AI agent for plant disease detection and SMS-based treatment delivery.
AgentRx is an automated diagnostic framework for pinpointing critical failures in complex AI agents, supporting more robust development and debugging.
An AI-powered semantic search tool for analyzing customer survey responses using natural language queries, developed by pitt-cic.
Autonomous agent for Kubernetes incident management (detection, diagnosis, mitigation) using LLMs, LangChain, LangGraph, and MCP servers.
Draftwise is an AI-powered tool for drafting, reviewing, and negotiating contracts. It integrates with Microsoft Word and leverages organizational legal knowledge for complex workflows.
Box offers secure, AI-powered content management, workflow, and collaboration tools. Enables intelligent content management to automate workflows and protect sensitive data.
Box offers secure, AI-powered content management, workflow, and collaboration tools. Enables intelligent content management to automate workflows and protect sensitive data.
Postgres AI Agent repository for performance optimization, developed by cloudraftio. Hosted on GitHub.
Browser automation CLI tool for AI agents, developed by Vercel Labs. Contribute via GitHub.
Model Context Protocol (MCP) is an open standardized protocol for connecting LLMs to external tools, APIs, databases, and services, enabling clients to access tools exposed by an MCP server.
A solution powered by Agentic AI & NLP that automates the labor-intensive and error-prone workflow of travel voucher reimbursement.
ANYbotics provides autonomous legged robots for industrial applications, focusing on high availability and reliability for automated routine inspections in industrial environments.
Fieldguide is an AI-powered audit and advisory platform that streamlines workflows, boosts margins, and enhances client collaboration through automation.
Neural Alpha researches and deploys AI-ESG copilots for assessing Nature Action 100 Company Benchmark Indicators, releasing metrics across various indicators for sustainable intelligence.
Documentation portal for xAI, covering topics such as multi-agent systems and developer resources, with OpenAPI specifications available for integration.
Protégé within PatentSight+ by LexisNexis IP Solutions provides fast, accurate insights for patent analysis, aiding users in making informed business decisions related to innovation.
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.
ISEE AI develops autonomous driver solutions for yard trucks, engineered for reliable operation in dynamic industrial environments.
Documentation for xAI developers focusing on models, providing insights into their AI models and integration capabilities via OpenAPI specifications.
The Agent2Agent (A2A) protocol facilitates seamless communication between AI agents from different platforms, detailing core concepts, components, and enterprise use cases for interoperability.
Documentation portal for xAI, offering guides and information on how to use their products and services, with OpenAPI specifications available for integration.
Guidance on building effective agents, potentially from Anthropic, focusing on AI development best practices and methodologies.
MCP servers providing EPA air quality monitoring and HUD foreclosure data, offering tools for environmental and housing data access.
Domain-specific MCP Servers hosted on GitHub, providing access to code, repositories, users, issues, and pull requests. Offers documentation and API documentation.
Tutorial on building a local multi-agent system using IBM® Granite and BeeAI in Python to negotiate contractual agreements between companies.
LiveKit provides a platform for building voice, video, and physical AI agents, offering comprehensive documentation for developers.
Build AI agents and multi-agent workflows in .NET and Python with Microsoft Agent Framework.
Prescient Technologies is an engineering software company specializing in AI-driven CAD services to enhance design processes, efficiency, and accuracy for engineers and architects.
LiveKit provides a platform for building voice, video, and physical AI agents, offering comprehensive documentation for developers.
Agent S, presented at ICLR 2025, is an open agentic framework designed for complex task execution and interaction with computational environments, using computers like a human.
NVIDIA, a leader in AI and GPU technology, provides resources and API documentation related to AI computing, including terms found in their glossary.
Information on how workflow automation streamlines processes, reduces errors, and boosts productivity, exploring AI tools and best practices for efficiency.
FireCrawl is a web scraping and data extraction tool, likely available via API or as a library for developers on GitHub.
MCP Agentic Framework is a communication framework for multi-agent collaboration using the Model Context Protocol (MCP), providing a way for agents to communicate and collaborate.
OpenAI focuses on AI research and deployment, developing and releasing advanced AI models and technologies.
GEP offers AI-powered software, strategy, and managed services for procurement and supply chain transformation. They focus on automating tasks, managing risks, and improving workflows for contracts.
Taskflow Agent, mentioned in a GitHub blog context, likely relates to agent patterns for software development and workflow automation.
Legal & General provides pensions, retirement, life insurance, and investment services, aiming to help individuals invest in their future.
An autonomous AI research lab designed for infinite research and play, functioning as an autonomous AI research lab.
This repository provides sample code demonstrating Generative AI use cases with Amazon Bedrock, featuring separate projects with basic structure for industry-specific applications.
Learn how autonomous agents go beyond bots to deliver cross-functional automation with Agentic Process Automation, as offered by Automation Anywhere.
LegalZoom provides legal solutions trusted by millions, designed for individuals and businesses, offering services for starting a business, legal documents, and more.
This resource discusses challenges in building real-time agentic AI applications interacting with AWS HealthLake datastores, requiring knowledge of FHIR operations and Amazon Web Services.
aws-samples/sample-agent-platform-on-eks is a sample agent platform on EKS, contributing to the development of agent platforms within the AWS ecosystem.
This repository is for contributing to the development of agentic AI immersion experiences on Azure, focusing on agent-based AI applications.
Native command-line interface for AI agents, enabling control over any application through OS access for desktop automation.
LegalShield offers affordable online legal help for all, providing legal services and protection.
DeepTutor is an agent-native personalized learning assistant developed by HKUDS, hosted on GitHub. It aims to provide adaptive educational experiences.
Cortex Agents empowers enterprises to build, govern, and scale AI agents using MCP connectors, code execution, budgeting, versioning, and evaluations.
An Akka sample demonstrating an agent that responds to emails using LLM integration and tools, found in the akka-samples/real-estate-cs-agent repository on GitHub.
DeFi agent definitions and JSON API for Web3, crypto trading, portfolio management, and blockchain automation. MCP compatible and production-ready.
A GitHub repository curated with resources related to free ChatGPT alternatives, providing a collection of tools and information for users seeking open-source or cost-effective AI chat solutions.
Anthropic's Usage Policy outlines the terms and guidelines for using their AI products and services, detailing acceptable use, restrictions, and user responsibilities for safe and ethical AI interaction.
HiClaw is an open-source Collaborative Multi-Agent OS for transparent, human-in-the-loop task coordination via Matrix rooms, facilitating agent communication and management.
Anthropic's Privacy Policy details how user data is collected, used, and protected when interacting with their AI services, outlining data handling practices and user privacy rights.
SAP's AI Assistant for Cash and Treasury monitors liquidity, predicts cash flow, flags risks, and optimizes capital allocation using agentic AI.
SAP AI Assistant for Cash and Treasury is an agentic AI tool designed for financial management, monitoring liquidity, predicting cash flow, and optimizing capital allocation.
Anthropic's Terms of Service for consumers establishes the legal agreement for individuals using their AI services, covering usage rights, user obligations, and other legal stipulations.
The official documentation portal for the Databricks Lakehouse Platform, offering comprehensive guides, tutorials, and API references for data engineering, data science, and machine learning.
Eizen AI enables the creation of interactive AI agents, including Virtual Operations Supervisors, AI Campaigners, and AI Tutors, leveraging GenAI for various industries.
Resources and information on the benefits, use cases, and best practices for AI in the legal field, specifically with Microsoft Copilot.
Google AI is dedicated to advancing artificial intelligence research to make AI helpful for everyone. They focus on developing and applying AI technologies across various domains.
Anthropic's Commercial Terms of Service provides the legal agreement for businesses using their AI services, covering licensing, usage rights, liabilities, and other contractual obligations for commercial entities.
CoPilot AI is an AI-powered platform for outbound sales teams, designed to scale sales efforts by automating outreach and engagement processes without increasing team size.
Mirror of the Basalt repository on GitHub, a project related to AI or computer vision, indicated by its presence in the meta claw.
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.
Awesome-LLM-based-AI-Agents-Knowledge is a GitHub repository dedicated to sharing knowledge and resources related to LLM-based AI agents.
Composio, a GitHub repository powering 1000+ toolkits for AI agents, enabling them to interact with various tools and services.
Tracecat is a platform that allows users to drive workflows and cases through MCP clients like Claude, Cursor, and ChatGPT, enabling building, editing, and running automations.
Salesforce is an AI CRM platform that helps companies become Agentic Enterprises, unifying AI, data, and customer 360 for enhanced human and agent collaboration.
DeepResearch Bench II from USTC-CMI Agent Research Lab offers documentation and API documentation for AI agent research and development.
GitHub is an AI-powered developer platform used by millions for building software, collaborating on open source projects, and managing code repositories.
Folio3 AI partners with enterprises to navigate AI strategy, engineering, and transformation, offering custom AI solutions with a focus on security.
GreenMetrica specializes in cutting-edge AI agent solutions to tackle complex sustainability challenges, accelerating data-driven insights with their Agentic AI Framework.
Folio3 AI acts as a Strategy, Engineering & Transformation Partner for enterprises, building custom AI solutions from readiness assessments to production-grade deployment.
Anthropic provides information related to the security of their Claude models, offering documentation and insights into their safety and security practices.
Kyligence Zen's AI-powered self-service analytics provides an AI copilot for data and metrics to discover new insights and improve decision-making.
Red Hat Customer Portal provides access to support and knowledge, including a mechanism to report security problems related to Red Hat products and services.
Offers tailored Microsoft AI solutions, from Azure AI Services to Copilot Assessments, addressing unique business and data demands for enterprises.
seclab-taskflow-agent is a Python package on PyPI for building and managing task flows, likely related to security or agent operations. Focuses on the Python programming language.
The Economic Research Institute for ASEAN and East Asia (ERIA) is a knowledge hub providing analysis, policy support, and initiatives for regional integration.
ERI Economic Research Institute focuses on economic research and analysis.
Sendbird's AI customer experience platform focuses on security and compliance for enterprise-level communication solutions.
LangChain Deep Agents documentation provides resources for developing applications powered by language models, including extensive documentation and API references for the LangChain framework.
DeepResearch Bench, hosted on Hugging Face, provides documentation and API documentation for AI research and development, focusing on deep research capabilities.
Cloudflare Skills refers to capabilities for building and deploying AI agents, potentially integrated with Cloudflare's network services. Available on GitHub.
GitHub's solution library provides code examples, templates, and tools to help developers build and deploy applications and agents on the platform. Includes documentation.
NanoMind security classifier, hosted on Hugging Face, is an AI model designed for classifying security-related data or code. Offers documentation and API documentation.
A server component within the MCP ecosystem, specifically designed for code-related agent interactions. Hosted on GitHub with documentation.
A GitHub repository likely containing code or resources related to scientific skills, potentially for agent development or research.
