Solved maps 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.
Multi-agent framework by Microsoft for developing LLM applications with conversational agents that collaborate to solve tasks.
Experimental open-source attempt to make GPT-4 fully autonomous with chained LLM thoughts for goal achievement.
Framework for orchestrating role-playing, autonomous AI agents that collaborate to complete complex tasks.
Build multimodal AI agents with memory, knowledge and tools. Simple, fast and model-agnostic agent framework.
Open source framework for building stateful LLM applications with advanced reasoning and transparent long-term memory.
Open-source protocol for creating, deploying, and managing autonomous AI agents across social platforms and web3.
TypeScript AI agent framework with assistants, RAG, and observability. Supports GPT-4, Claude, Gemini, Llama.
Intelligent memory layer for AI assistants and agents, enabling personalized interactions through persistent cross-session memory.
Modular Python framework and cloud platform for building, deploying, and scaling AI applications and agents, enabling orchestration of multiple AI models and agents.
Python framework for building reliable AI applications, featuring risk detection, structured output generation, and LLM guardrails to ensure safety and correctness.
Rapid agent development framework in Python for building autonomous AI agents, supporting multiple LLM providers and tool integration.
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.
AI Agent Store is a marketplace and directory for AI agents and AI agencies, featuring products like Agent Steward for managing customer cases.
Agent Hooks in AgentScope allow customization of agent behavior by defining functions called at different lifecycle stages, enabling more dynamic and responsive interactions.
PR Newswire provides a comprehensive list of press releases related to surveys, polls, and research, categorized under general business news.
Broadridge provides analyst coverage reports from industry experts like IDC, Celent, and Everest Group, focusing on financial technology in wealth management and capital markets.
Moltlaunch is an agent marketplace and open protocol for hiring AI agents, featuring trustless escrow, permanent reputation, and tradeable tokens on Base.
Automaker is an open-source AI software engineer for agented coding, enabling autonomous AI agents to build, run, and fix code for entire applications.
LlamaParse, by LlamaIndex, is an advanced agentic OCR solution for processing complex documents, including messy tables, charts, and images, with high accuracy.
PrivateGPT is an open-source project allowing users to connect their data sources to a private AI tool for natural language querying.
Aider is an AI pair programmer that runs in your terminal, supporting over 100 languages and Git integration for coding assistance.
A curated directory for AI agents, helping users compare and find autonomous AI for code generation, debugging, personal productivity, and business automation.
The 2025 AI Agent Index documents the origins, design, capabilities, ecosystem, and safety features of 30 prominent AI agents, providing a comprehensive overview.
A DEV Community article discussing the transition from a law degree to software development, exploring the challenges and experiences within the industry.
An AI agent framework for FinTech operations that automates merchant onboarding, AML list checks, and risk assessments, enabling faster ROI with human control.
Agentic.ai is a curated directory of agentic AI tools for personal productivity and business automation, featuring autonomous AI and agentic system building.
Anchor Browser provides secure infrastructure for computer use agents, focusing on the operational aspects and limitations of AI agents in production.
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.
An open-source, low-code platform for building AI agents and LLM orchestrations visually, enabling rapid development of AI-powered applications.
PageIndex is a vectorless, reasoning-based RAG engine that mirrors human document reading, achieving high accuracy on benchmarks with traceable and explainable retrieval.
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.
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.
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.
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.
Google Workspace MCP Server for integrating AI assistants with Gmail, Google Calendar, Docs, Sheets, Slides, and Tasks via the Model Context Protocol.
MCP Aggregator, Orchestrator, Middleware, and Gateway in one Docker container. Provides tools for managing and integrating MCP servers.
Enterprise-grade, commercial-friendly agentic workflow platform for building AI agents. Offers low-code development and multi-agent orchestration capabilities.
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.
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.
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.
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.
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 registry for open-source MCP Servers, clients, tools, and integrations, featuring daily updated servers and various MCP implementations.
The fastest local AI engine for Apple Silicon, offering significantly faster inference speeds compared to alternatives like Ollama.
An AI-driven public opinion and trend monitor that aggregates data from multiple platforms, including RSS feeds, with smart alerts.
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.
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.
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.
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.
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.
Open-source AI-powered browser automation tool enabling users to interact with web pages via natural language for automated browsing and data extraction.
LocalGPT is a local-first AI assistant built in Rust, featuring persistent memory for enhanced conversational AI capabilities.
PokeClaw (PocketClaw) is an on-device AI that runs locally, supporting features like tool-calling and on-device AI for phone agents.
Open-source project focused on agent development and automation, likely providing tools or frameworks for building AI agents.
Task-driven autonomous agent system leveraging LLMs, vector search, and LangChain for efficient task completion, generation, and prioritization.
MCP server for EPA air quality data and HUD foreclosure listings. Connects AI assistants to environmental monitoring and housing property data.
Augment (Augie) is an AI teammate for logistics that automates communication, document collection, tracking, and billing across the order-to-cash flow.
Alternates.ai is an AI agent marketplace for exploring, evaluating, and integrating AI agents for various business functions like sales, marketing, and HR.
Ment Tech Labs is an AI-first Web3 and blockchain company specializing in developing AI trading tools, tokenized assets, and DeFi platforms to build smarter blockchain solutions.
Prior Labs offers TabPFN MCP, a beta tool for LLMs to make predictions on tabular data, providing enhanced data analysis capabilities.
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.
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.
AI Agent is a tool found on FlowHunt designed to help users build teams of AI agents for various tasks, with pricing information available.
Launchonomy is a system for orchestrating AI agents to complete missions through consensus, providing a framework for managing and coordinating agent activities.
Shopify developer documentation provides guidance on building a Storefront AI agent, an AI-powered shopping assistant to help customers find products and complete purchases.
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.
Build.inc developed Dougie, a multi-agent system using LangGraph for orchestrating complex commercial real estate development workflows, particularly for data center projects.
Documentation for Automation Co-Pilot, providing resources and tutorials for users on their automation journey with Automation Anywhere.
AI Agent Workflows provides an API for website categorization and URL classification, enabling automated analysis and data generation for web content.
Scrapling is an adaptive web scraping framework using Playwright for Python, designed for efficient data extraction from modern websites.
TerraAI is a smart farming copilot designed to assist with agricultural tasks, aiming to improve efficiency and yield through AI.
Website Testimonial Collection AI Agent gathers client feedback seamlessly using Jotform's AI Agents.
AgentRx is an automated diagnostic framework for pinpointing critical failures in complex AI agents, supporting more robust development and debugging.
SkillsMP is a marketplace for agent skills compatible with Claude Code, Codex CLI, and ChatGPT, using the SKILL.md format for AI coding assistants.
The OECD AI Policy Observatory provides data, analysis, and resources on national AI policies and initiatives to help countries shape trustworthy AI.
Agentic document processing leverages AI agents for end-to-end autonomous document workflows, including OCR and data extraction, with LlamaIndex.
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.
An awesome-style curated list and directory for multi-agent orchestration, maintained by Agent-Analytics.
Browser automation CLI tool for AI agents, developed by Vercel Labs. Contribute via GitHub.
Autonomous agent for Kubernetes incident management (detection, diagnosis, mitigation) using LLMs, LangChain, LangGraph, and MCP servers.
Postgres AI Agent repository for performance optimization, developed by cloudraftio. Hosted on GitHub.
A solution powered by Agentic AI & NLP that automates the labor-intensive and error-prone workflow of travel voucher reimbursement.
AgentLocker is a comprehensive directory for AI agents and tools, updated daily, enabling users to discover, compare, and integrate AI solutions.
Neural Alpha researches and deploys AI-ESG copilots for assessing Nature Action 100 Company Benchmark Indicators, releasing metrics across various indicators for sustainable intelligence.
A comparison of multi-agent frameworks focusing on graph control, observability, durable execution, MCP support, and agency fit, with four reference architectures.
Explores the application of agentic systems in Treasury and Liquidity Management (TLM) to optimize cash flow, manage risk, and ensure real-time regulatory compliance.
Demonstrates how AI agents can streamline compliance and fulfill regulatory requirements for financial institutions using Amazon Bedrock and CrewAI.
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.
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.
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.
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.
An AI-powered semantic search tool for analyzing customer survey responses using natural language queries, developed by pitt-cic.
Contributes to the development of an autonomous AI agent for plant disease detection and SMS-based treatment delivery.
A smart home AI agent project using LangGraph, LangChain, and Ollama to control home appliances connected via micro-controllers like ESP32/ESP8266.
Financial copilot developed by JoSQUANTUM designed to automate workflows within financial business units.
Duralang is a decorator that transforms LangChain LLM, tool, and MCP calls into Temporal Activities, enabling durable execution for AI agent workflows.
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.
Documentation for xAI developers focusing on models, providing insights into their AI models and integration capabilities via OpenAPI specifications.
Documentation portal for xAI, covering topics such as multi-agent systems and developer resources, with OpenAPI specifications available for integration.
Documentation portal for xAI, offering guides and information on how to use their products and services, with OpenAPI specifications available for integration.
Credo AI is a leader in AI governance, offering tools and services to ensure responsible and ethical AI development and deployment.
MCP servers providing EPA air quality monitoring and HUD foreclosure data, offering tools for environmental and housing data access.
Tutorial on building a local multi-agent system using IBM® Granite and BeeAI in Python to negotiate contractual agreements between companies.
Build AI agents and multi-agent workflows in .NET and Python with Microsoft Agent Framework.
LiveKit provides a platform for building voice, video, and physical AI agents, offering comprehensive documentation for developers.
LiveKit provides a platform for building voice, video, and physical AI agents, offering comprehensive documentation for developers.
AI Agent Posts provides breaking news, in-depth analysis, and industry insights on the latest developments and trends shaping the AI agent landscape.
AI Agent News provides breaking news, in-depth analysis, and industry insights on the latest developments and trends shaping the AI agent landscape.
SaM Solutions explores how autonomous AI agents revolutionize logistics through warehouse management, route optimization, and predictive supply chain analytics.
Vellum.ai provides a curated list of low-code AI workflow automation tools, comparing features and use cases to aid teams in platform selection.
A curated list of the best truly open-source AI projects, models, tooling, infrastructure, evaluation, and interfaces, covering topics like agents, AI, and LLMs.
This repository is for contributing to the development of agentic AI immersion experiences on Azure, focusing on agent-based AI applications.
This repository provides sample code demonstrating Generative AI use cases with Amazon Bedrock, featuring separate projects with basic structure for industry-specific applications.
AI Agents Directory is a marketplace and directory listing over 2496 AI agent solutions, with filters for use case, pricing, model, and integrations.
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.
Learn to build intelligent AI agents using agent skills for workflows and MCP servers for external integrations, with practical examples provided.
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.
This paper addresses the challenge SOCs face in efficiently triaging phishing emails while maintaining robust protection, focusing on randomized controlled trials.
GitHub's machine learning team enhanced Copilot's contextual understanding for more relevant suggestions, addressing LLM processing limitations.
Article demonstrating AI agentic workflows in financial decision-making, such as personal loan origination, leveraging domain-specific knowledge.
Kore.ai documentation for building and deploying AI agents at enterprise scale, emphasizing quick, secure, and flexible implementation.
Online video editor built with Next.js, Remotion, and FFmpeg (WebAssembly port) for rendering. Hosted on GitHub.
Claude Workflow Library is a resource providing pre-built workflows and examples for utilizing Claude's AI capabilities.
PeerSpot provides comparisons and reviews for enterprise technology, including AI agents for wholesale lockbox automation and accounts payable.
KG-Agent is an efficient autonomous agent for complex reasoning and task execution, presented in a 2025 ACL Anthology publication.
A comprehensive MCP server hosted on GitHub, exposing dozens of capabilities to AI agents, facilitating agent interaction and functionality.
Greenbook.org provides a directory of AI agent tools for market research, enabling autonomous LLM agents for survey drafting, data summarization, and workflow orchestration with human oversight.
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.
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.
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.
ERC-8004 Explorer and News provides a directory to explore AI agents across multiple blockchain networks, view reputation scores, and interact with verified agents.
NVIDIA's toolkit for connecting, evaluating, and accelerating teams of AI agents, facilitating the development and deployment of multi-agent systems.
DeFi agent definitions and JSON API for Web3, crypto trading, portfolio management, and blockchain automation. MCP compatible and production-ready.
The official documentation portal for the Databricks Lakehouse Platform, offering comprehensive guides, tutorials, and API references for data engineering, data science, and machine learning.
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.
DeepTutor is an agent-native personalized learning assistant developed by HKUDS, hosted on GitHub. It aims to provide adaptive educational experiences.
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.
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.
Focuses on comprehensive AI agent capability frameworks, with a mention of SiliconFlow as an AI infrastructure platform for LLMs and multimodal models.
Mirror of the Basalt repository on GitHub, a project related to AI or computer vision, indicated by its presence in the meta claw.
Composio, a GitHub repository powering 1000+ toolkits for AI agents, enabling them to interact with various tools and services.
A comparison of top agentic AI platforms based on reasoning, integration, governance, and deployment ease, providing an honest breakdown for enterprise adoption.
Awesome-LLM-based-AI-Agents-Knowledge is a GitHub repository dedicated to sharing knowledge and resources related to LLM-based AI agents.
Grand View Research provides comprehensive market research reports and data analysis across various industries to support strategic business decisions.
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.
HoneyComb is a platform that analyzes job market trends and predicts which jobs AI might replace, allowing users to make informed decisions about their careers.
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.
GitHub is an AI-powered developer platform used by millions for building software, collaborating on open source projects, and managing code repositories.
Compares security awareness training tools for AI copilots to help users find the right solution for their security needs.
Legal AI Assistants leverage advanced LLMs and generative AI to improve legal processes through automation, addressing multiple use cases.
Guidance on building effective agents, potentially from Anthropic, focusing on AI development best practices and methodologies.
Taskflow Agent, mentioned in a GitHub blog context, likely relates to agent patterns for software development and workflow automation.
LangChain Deep Agents documentation provides resources for developing applications powered by language models, including extensive documentation and API references for the LangChain framework.
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.
DeepResearch Bench, hosted on Hugging Face, provides documentation and API documentation for AI research and development, focusing on deep research capabilities.
DeepResearch Bench II from USTC-CMI Agent Research Lab offers documentation and API documentation for AI agent research and development.
AARENA allows building apps and websites through conversations, testing and comparing AI models in real-time battles, and evaluating LLM performance with anonymous comparisons.
Domain-specific MCP Servers hosted on GitHub, providing access to code, repositories, users, issues, and pull requests. Offers documentation and API documentation.
Cloudflare Skills refers to capabilities for building and deploying AI agents, potentially integrated with Cloudflare's network services. Available on GitHub.
A server component within the MCP ecosystem, specifically designed for code-related agent interactions. Hosted on GitHub with documentation.
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.
Vocode Core is a software development kit or framework for building voice-enabled AI agents, enabling custom voice interactions. Hosted on GitHub.
A personal project page for SRE Agent hosted on marcellomartini.tech, likely showcasing research or a demo related to Site Reliability Engineering agents.
GitHub is a widely adopted developer platform for building software, hosting code repositories, and facilitating collaboration among millions of developers.
A GitHub repository likely containing code or resources related to scientific skills, potentially for agent development or research.
Synth AI offers managed research services to ensure the production readiness of AI agents, bridging the gap between development and deployment.
Zenity Labs provides research, tools, and talks focused on securing AI agents, aiming to enhance the safety and reliability of artificial intelligence systems.
Automates the entire claims processing lifecycle for faster, more accurate, and cost-effective resolutions, addressing manual process inefficiencies.
Automates data intake and analysis for policy underwriting, accelerating decisions and improving risk accuracy by addressing manual process inefficiencies.
Provides continuous, automated assurance for your partner ecosystem by auditing manual partner processes, mitigating blind spots and financial risk.
A community discussion forum for Latenode, focusing on leveraging AI copilots to generate RFP templates for enterprise scalability and addressing challenges in consolidating requirements from multiple departments.
Microsoft Autogen is a framework for building multi-agent AI systems that can work autonomously alongside humans.
Native command-line interface for AI agents, enabling control over any application through OS access for desktop automation.
Agent Device is a command-line interface for AI agents, designed to control iOS and Android devices for mobile automation tasks.
TxAgent is an AI agent from the Zitnik Lab at Harvard, designed for therapeutic reasoning across tools to assist in treatment decisions.
The Coalition for Health AI (CHAI) advances responsible development, deployment, and oversight of AI in healthcare through collaboration.
A curated directory of AI agent agencies specializing in data pipelines, featuring intelligent ETL agents for data extraction, validation, transformation, and loading with contextual understanding.
An AI agent designed to assist with insurance-related tasks, appearing to be a personal GitHub repository rather than a commercial product.
AgDex is a curated directory of AI agent tools, frameworks, and resources, including LangChain, CrewAI, AutoGen, and LangGraph. It covers core frameworks, LLM APIs, cloud infrastructure, and developer tools.
An AI agent designed for web scraping tasks, leveraging artificial intelligence to automate the process of extracting data from websites efficiently.
This article discusses agentic artificial intelligence in radiology, referencing foundational models, LLMs, and their implications for the field, citing research papers.
mech.app is an editorial platform featuring technical field notes on agentic AI projects, orchestration, automation infrastructure, developer tooling, financial systems, and security.
Warp is an open-source U.S. freight network offering a shipper API, Model Context Protocol server for AI agents, and AI-powered routing with transparent pricing for various freight types.
DecisionRules provides documentation for its SDK and libraries, including information on MCP servers and a documentation server, facilitating integration and understanding of their offerings.
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.
ChipAgents provides an agentic AI chip design environment, enabling faster iteration on chip design and verification by collaborating with AI agents within a code editor.
BrainyYack designs and deploys custom AI agent workflows for businesses, focusing on business process and workflow automation to transform operations within 30 days.
An AI Agent-Based Autonomous Research Assistant that performs end-to-end research by planning tasks, browsing and validating sources, and generating citation-backed reports using agentic reasoning.
Agentic AI for personalized dietary recommendations, offering tailored meal plans, recipe suggestions, and grocery ordering integration to enhance user experience.
A human-AI system that models expert thinking to assist tutors in real-time, aiming to improve student mastery of math topics through effective pedagogy.
Constructor offers AI Shopping Agents (ASA) and Product Insight Agents (PIA) to enhance shopper journeys in e-commerce, providing superior site search and product discovery experiences.
Shyft is an AI transformation partner that builds unified data infrastructure for B2B companies, offering services to leverage AI for data management and transformation. They unify tool stacks and make them AI-ready.
