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.
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.
A curated list of awesome open source libraries to deploy, monitor, version and scale agentic applications and systems.
Automatically captures, classifies, and routes customer issues in real time, addressing fragmented data, missed cases, delayed responses, and poor service visibility.
A collection of AI agent skills for legal education, hosted on GitHub.
An AI-powered semantic search tool for analyzing customer survey responses using natural language queries, developed by pitt-cic.
Demonstrates how AI agents can streamline compliance and fulfill regulatory requirements for financial institutions using Amazon Bedrock and CrewAI.
Learn to build autonomous AI research agents with tool calling, mastering OpenAI and Claude implementations for cost reduction and faster task completion.
CAI Agent Marketplace is a platform offering a curated selection of AI applications, enabling users to discover and utilize various AI-powered tools for regulated industries.
AgentRx is an automated diagnostic framework for pinpointing critical failures in complex AI agents, supporting more robust development and debugging.
This repository provides sample code demonstrating Generative AI use cases with Amazon Bedrock, featuring separate projects with basic structure for industry-specific applications.
Open-source benchmark for evaluating AI browser agents, featuring a live leaderboard ranking agents on real-world tasks. Uses a two-stage scoring system with HTTP request interception and LLM judging.
GitHub is a developer platform offering AI-powered tools for code hosting, collaboration, and CI/CD. Supports deployment protection rules and dependency management.
Legal AI Assistants leverage advanced LLMs and generative AI to improve legal processes through automation, addressing multiple use cases.
AREAL (Agent Reinforcement Learning Bridge) is a simplified and flexible framework for integrating reinforcement learning with LLM-based agent applications.
Credo AI is a leader in AI governance, offering tools and services to ensure responsible and ethical AI development and deployment.
Auto-dispatch copilot CLI instances based on GitHub issues. A tool for managing and automating copilot CLI deployments triggered by GitHub events.
BrainyYack designs and deploys custom AI agent workflows for businesses, aiming to transform operations within 30 days through AI for business process and workflow automation.
Gumloop is a no-code platform enabling users to build, host, and deploy AI-powered business automations without requiring extensive coding knowledge.
Python framework for building reliable AI applications, featuring risk detection, structured output generation, and LLM guardrails to ensure safety and correctness.
GitHub is a widely adopted, AI-powered developer platform used by millions of developers, businesses, and the open source community to build software. It offers features for searching code, repositories, users, and issues.
A GitHub repository related to Windows Agent Arena, part of a platform for developers to build software, potentially involving agent orchestration or frameworks.
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.
Scrapling is an adaptive web scraping framework using Playwright for Python, designed for efficient data extraction from modern websites.
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.
Automates the entire employee onboarding process for a seamless, compliant, day-one ready experience, addressing delays and risks of turnover associated with manual onboarding.
Handles inbound customer calls intelligently, understanding queries, providing accurate responses, and escalating complex cases to deliver fast, consistent, and human-like service at scale.
GitHub is a widely adopted, AI-powered developer platform used by millions of developers, businesses, and the open source community to build software. It offers features for searching code, repositories, users, and issues.
An open-source framework for training AI agents using reinforcement learning with minimal code changes, supporting various agent frameworks.
TerraAI is a smart farming copilot designed to assist with agricultural tasks, aiming to improve efficiency and yield through AI.
Salesforce AgentExchange (formerly AppExchange) is a marketplace for agents, apps, and experts to find, try, and buy solutions across Salesforce and Slack.
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.
GitHub's machine learning team enhanced Copilot's contextual understanding for more relevant suggestions, addressing LLM processing limitations.
Gemini CLI is an open-source AI agent that brings the power of Gemini directly into the terminal, facilitating building, debugging, and deploying with AI.
A comparison of top agentic AI platforms based on reasoning, integration, governance, and deployment ease, providing an honest breakdown for enterprise adoption.
DeFi agent definitions and JSON API for Web3, crypto trading, portfolio management, and blockchain automation. MCP compatible and production-ready.
LiveKit provides a platform for building voice, video, and physical AI agents, offering comprehensive documentation for developers.
Agentic App Store by Automation Anywhere offers a wide selection of Automations using Agentic Process Automation (APA), serving as a marketplace for pre-built automation solutions.
Eonis AI Labs builds custom AI agents for business automation and workflow optimization, with over 500 use cases. They offer free consultations for enterprise AI solutions.
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.
AgentReach gives AI agents the ability to see the entire internet, enabling them to read and search platforms like Twitter.
The Coalition for Health AI (CHAI) advances responsible development, deployment, and oversight of AI in healthcare through collaboration.
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.
Automation Anywhere's Agentic App Store offers a wide selection of Automations using Agentic Process Automation (APA), enabling users to browse and utilize pre-built automation solutions.
GitHub is a widely adopted, AI-powered developer platform offering code hosting, collaboration, and CI/CD, enabling millions of developers and businesses to build software.
A curated list of AI Agent frameworks including AutoGen, CrewAI, MetaGPT, LangGraph, and Swarms, focusing on Multi-Agent Systems and Agentic AI.
Autonomous agent for Kubernetes incident management (detection, diagnosis, mitigation) using LLMs, LangChain, LangGraph, and MCP servers.
Trigger.dev is an open-source platform for building and deploying fully-managed AI agents and workflows using TypeScript, featuring long-running tasks, retries, queues, observability, and elastic scaling.
Alternates.ai is an AI agent marketplace for exploring, evaluating, and integrating AI agents for various business functions like sales, marketing, and HR.
Agentic Commerce Index tracks the emerging industry of agentic commerce, focusing on the AI-driven commerce ecosystem.
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.
Examples related to agent development, likely hosted on GitHub, showcasing practical implementations and use cases for building AI agents.
An AI-powered eCommerce platform enabling rapid store creation with automated product descriptions and SEO optimization. Integrates with Shopify and Stripe, offering AI agent marketplace services.
Claude Workflow Library is a resource providing pre-built workflows and examples for utilizing Claude's AI capabilities.
Rapid agent development framework in Python for building autonomous AI agents, supporting multiple LLM providers and tool integration.
AI Agent is a tool found on FlowHunt designed to help users build teams of AI agents for various tasks, with pricing information available.
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.
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.
Automates data intake and analysis for policy underwriting, accelerating decisions and improving risk accuracy by addressing manual process inefficiencies.
Enterprise-grade, commercial-friendly agentic workflow platform for building AI agents. Offers low-code development and multi-agent orchestration capabilities.
GitHub is a developer platform offering AI-powered tools for code hosting, collaboration, and CI/CD. Supports deployment protection rules and dependency management.
KrishiMitra AI is a multimodal AI copilot for Indian farmers, providing hyperlocal, data-driven advice via a Telegram bot.
Microsoft's Copilot Scenario Library offers guidance for legal departments on leveraging AI for legal, regulatory, and compliance landscapes.
A GitHub repository likely containing code or resources related to scientific skills, potentially for agent development or research.
Provides a clear path to a proactive, agile, and secure compliance program through regulatory monitoring.
MCP Aggregator, Orchestrator, Middleware, and Gateway in one Docker container. Provides tools for managing and integrating MCP servers.
An AI Agent-Based Autonomous Research Assistant that performs end-to-end research by planning tasks, browsing sources, and generating citation-backed reports.
Testing functionalities, likely part of a GitHub project or agent framework, providing tools and methods for evaluating the performance and reliability of AI agents.
KG-Agent is an efficient autonomous agent for complex reasoning and task execution, presented in a 2025 ACL Anthology publication.
VoltAgent's AI agent platform is an open-source project for building multi-agent systems with orchestration, memory, RAG, workflows, and enterprise observability.
Cloudflare Skills refers to capabilities for building and deploying AI agents, potentially integrated with Cloudflare's network services. Available on GitHub.
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.
Transforms training from a cost center into a measurable business growth engine, helping to prove L&D ROI by analyzing training effectiveness and impact on business outcomes.
GitHub repository likely associated with Jido, potentially related to agent development, AI research, or specific agent functionalities. Includes documentation, pricing, and API documentation.
GitHub is a widely adopted, AI-powered developer platform used by millions of developers, businesses, and the open source community to build software. It offers features for searching code, repositories, users, and issues.
GitHub is an AI-powered developer platform used by millions for building software, collaborating on open source projects, and managing code repositories.
An awesome-style curated list and directory for multi-agent orchestration, maintained by Agent-Analytics.
Automates the entire claims processing lifecycle for faster, more accurate, and cost-effective resolutions, addressing manual process inefficiencies.
MCP server for EPA air quality data and HUD foreclosure listings. Connects AI assistants to environmental monitoring and housing property data.
Native command-line interface for AI agents, enabling control over any application through OS access for desktop automation.
A GitHub repository containing various autonomous agent examples and implementations, exploring different autonomous agent functionalities.
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.
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.
Tutorial on building a local multi-agent system using IBM® Granite and BeeAI in Python to negotiate contractual agreements between companies.
AgentShield Repo is a GitHub repository likely containing code and resources related to the AgentShield project, which may involve agent security or management.
AI Agent Workflows provides an API for website categorization and URL classification, enabling automated analysis and data generation for web content.
A collection of utility functions and tools, likely hosted on GitHub, designed to support various agentic operations and development tasks within an AI agent framework.
MCP servers providing EPA air quality monitoring and HUD foreclosure data, offering tools for environmental and housing data access.
A GitHub project focused on automated unit test generation using AI, providing tools and code for AI-driven testing.
GitHub repository potentially related to Jido, focusing on chat functionalities or agent communication. Includes documentation, pricing, and API documentation.
Yield Seeker is an AI-powered DeFi agent focused on automated stablecoin yield optimization.
AgentLocker is a comprehensive directory for AI agents and tools, updated daily, enabling users to discover, compare, and integrate AI solutions.
Example of creating a workflow agent or add-in for Kofax Capture, demonstrating integration with capture systems.
OpenClaude is an open-source, model-neutral, terminal-first AI agent framework that runs anywhere and uses anything, facilitating AI agent development.
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.
GitHub is a developer platform offering AI-powered tools for code collaboration, software development, and managing repositories, issues, and pull requests.
Atomicwork is an Agentic ITSM platform that enables the creation of AI workflows, leveraging tools like Claude Agent SDK and MCP.
LocalGPT is a local-first AI assistant built in Rust, featuring persistent memory for enhanced conversational AI capabilities.
Adds an autonomous execution mode for agents, allowing proactive scheduling of follow-up actions and environmental discovery without user messages.
Valyu provides a search API for AI agents, offering access to web and proprietary data including PubMed, SEC filings, clinical trials, and financial data.
Time tracking functionalities, likely integrated into a GitHub project or agent framework, enabling the monitoring and management of task durations for AI agents or development processes.
Build.inc developed Dougie, a multi-agent system using LangGraph for orchestrating complex commercial real estate development workflows, particularly for data center projects.
GitHub is a developer platform offering AI-powered tools for code hosting, collaboration, and CI/CD. Supports deployment protection rules and dependency management.
Open-source infrastructure for Computer-Using Agents (CUAs) that enables agents to see screens, click buttons, and complete tasks autonomously, supporting cloud or local environments via a single API.
Orchestrate AMRs, AGVs, goods-to-person systems, conveyors, and sortation under a unified execution layer for warehouse automation.
Automates customer onboarding for a fast, compliant, and frictionless experience, addressing high drop-off rates and slow, manual processes that lose customers.
GitHubSecurityLab/seclab-taskflows is a GitHub project likely containing task flows for security research and development within the GitHub Security Lab.
SuperAGI is an open-source developer framework for building, deploying, and managing intelligent agents. It facilitates the creation and operation of autonomous AI agents.
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 AI Agent Operator for paid media, managing and optimizing ad campaigns across 14 platforms using an MCP server for autonomous execution.
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.
Kore.ai documentation for building and deploying AI agents at enterprise scale, emphasizing quick, secure, and flexible implementation.
Lyzr Agent Studio provides a platform to build and deploy AI agents, aiming to accelerate the process of taking AI agents to production.
Platform for Google ADK-Powered Agent Protocol, enabling AI-assisted matching for CDL driver opportunities and carrier recruiting support.
Duralang is a decorator that transforms LangChain LLM, tool, and MCP calls into Temporal Activities, enabling durable execution for AI agent workflows.
MCP server providing AI agents with read/write access to Figma, offering 50+ tools for creating frames, components, styling, and auto layout.
xpander.ai offers an AI agent platform for enterprises, featuring an agent harness, sandbox, and AI-native workflows for production agents with self-hosted deployment.
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.
Google Workspace MCP Server for integrating AI assistants with Gmail, Google Calendar, Docs, Sheets, Slides, and Tasks via the Model Context Protocol.
Vocode Core is a software development kit or framework for building voice-enabled AI agents, enabling custom voice interactions. Hosted on GitHub.
Zenity Labs provides research, tools, and talks focused on securing AI agents, aiming to enhance the safety and reliability of artificial intelligence systems.
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.
A personal project page for SRE Agent hosted on marcellomartini.tech, likely showcasing research or a demo related to Site Reliability Engineering agents.
A registry for open-source MCP Servers, clients, tools, and integrations, featuring daily updated servers and various MCP implementations.
A GitHub repository offering 50+ tutorials and implementations for Generative AI Agent techniques, covering basic conversational bots to advanced multi-agent systems.
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.
AI Agents Directory is a marketplace and directory listing over 2496 AI agent solutions, with filters for use case, pricing, model, and integrations.
Microsoft Autogen is a framework for building multi-agent AI systems that can work autonomously alongside humans.
Task-driven autonomous agent system leveraging LLMs, vector search, and LangChain for efficient task completion, generation, and prioritization.
Valyu provides a search API for AI agents, offering unified access to proprietary data sources like PubMed, SEC filings, clinical trials, patents, arXiv, and financial data.
Neural Alpha researches and deploys AI-ESG copilots for assessing Nature Action 100 Company Benchmark Indicators, releasing metrics across various indicators for sustainable intelligence.
An AI agent designed to assist with insurance-related tasks, appearing to be a personal GitHub repository rather than a commercial product.
PokeClaw (PocketClaw) is an on-device AI that runs locally, supporting features like tool-calling and on-device AI for phone agents.
GitHub repository related to 'agentevals', likely for evaluating AI agents. Facilitates development, testing, and contribution to agent evaluation frameworks.
A server component within the MCP ecosystem, specifically designed for code-related agent interactions. Hosted on GitHub with documentation.
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.
An AI-driven public opinion and trend monitor that aggregates data from multiple platforms, including RSS feeds, with smart alerts.
Reporting tools and functionalities, likely part of a GitHub project or agent framework, designed for generating insights and summaries from agent activities.
Explores the application of agentic systems in Treasury and Liquidity Management (TLM) to optimize cash flow, manage risk, and ensure real-time regulatory compliance.
Augment Code is an AI software development platform with an industry-leading context engine, enabling AI agents to understand entire codebases for faster development.
Open-source project focused on agent development and automation, likely providing tools or frameworks for building AI agents.
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.
The fastest local AI engine for Apple Silicon, offering significantly faster inference speeds compared to alternatives like Ollama.
LangWatch is an open-source LLMOps platform with over 3k stars on GitHub, offering observability, evaluations, and agent simulations to accelerate agent development.
An open-source browser agent designed for autonomously performing complex tasks on the web, supporting multiple LLMs like Claude 3 and Gemini Pro.
Documentation portal for xAI, covering topics such as multi-agent systems and developer resources, with OpenAPI specifications available for integration.
ECC is an open agent harness performance optimization system and agent framework, providing skills, instincts, memory, security, and research for GitHub App automation. It includes AgentShield.
Documentation for Automation Co-Pilot, providing resources and tutorials for users on their automation journey with Automation Anywhere.
mech.app is an editorial platform featuring technical field notes on agentic AI projects, orchestration, automation infrastructure, developer tooling, financial systems, and security.
Python SDK for interacting with GitHub's services, enabling developers to programmatically access and manage GitHub features. Includes documentation, pricing, and API documentation.
Prior Labs offers TabPFN MCP, a beta tool for LLMs to make predictions on tabular data, providing enhanced data analysis capabilities.
Workflow automation for EPA environmental compliance, accessible through a paid community offering live Q&A with creators.
AI Agent Store is a marketplace and directory for AI agents and AI agencies, featuring products like Agent Steward for managing customer cases.
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.
Agent Device is a command-line interface for AI agents, designed to control iOS and Android devices for mobile automation tasks.
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.
Vellum.ai provides a curated list of low-code AI workflow automation tools, comparing features and use cases to aid teams in platform selection.
Provides infrastructure for autonomous coding, making agentic AI a safe, trusted, and integral part of the software development lifecycle with self-hosted infrastructure.
Financial copilot developed by JoSQUANTUM designed to automate workflows within financial business units.
GitHub Security Lab framework, discussed on the GitHub blog, likely provides tools or methodologies for security-focused agent development and research.
An open-source, low-code platform for building AI agents and LLM orchestrations visually, enabling rapid development of AI-powered applications.
A local-first AI agent for personal accounting, storing data as plain text files and compatible with any LLM, including local ones.
The 2025 AI Agent Index documents the origins, design, capabilities, ecosystem, and safety features of 30 prominent AI agents, providing a comprehensive overview.
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.
Fast Agent is a GitHub repository providing code, build, and evaluation tools for AI agents, with support for Models, Skills, MCP, and ACP, aiming to be a development and testing framework.
Mirror of the Basalt repository on GitHub, a project related to AI or computer vision, indicated by its presence in the meta claw.
An experimental Proof of Concept (PoC) for an autonomous agent swarm designed for batch processing insurance claims, hosted on GitHub.
An AI agent skill for MockFlow IdeaBoard focused on Pain Point Discovery, using market research and customer empathy analysis to identify primary customer struggles.
Rapid AI Copilot Framework for accelerating success with Microsoft Copilot Studio and Azure AI Foundry, following agile principles.
GitHub is a comprehensive platform for software development, collaboration, and version control, offering extensive code search and repository hosting.
Shopify developer documentation provides guidance on building a Storefront AI agent, an AI-powered shopping assistant to help customers find products and complete purchases.
OpenCode is an open-source AI coding agent that helps write code in the terminal, IDE, or desktop, automatically loading the right Language Server Protocols (LSPs).
Acts as a real-time copilot for support teams, ensuring every interaction ends in resolution by addressing long handling times, inconsistent responses, and missed context.
Open-source protocol for creating, deploying, and managing autonomous AI agents across social platforms and web3.
Urban AI Copilot project hosted on GitHub, contributing to the shriyaMadan/urban-ai-copilot repository.
Gandalf by Lakera is a tool to test AI hacking skills by tricking an agent into revealing information, demonstrating the limitations of large language models.
AgentScope's A2A (Agent-to-Agent) communication protocol enables multiple agents to interact and collaborate, facilitating complex task execution through a distributed network.
Instantly AI prompts designed to personalize at scale by transforming raw lead data into high-converting narratives for sales and marketing.
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 comprehensive MCP server hosted on GitHub, exposing dozens of capabilities to AI agents, facilitating agent interaction and functionality.
Article demonstrating AI agentic workflows in financial decision-making, such as personal loan origination, leveraging domain-specific knowledge.
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.
A React SDK for embedding workflow editors, allowing delegation of workflow steps to AI models or agents with tool access.
GitHub repository likely related to Jido, focusing on connectivity aspects or integration capabilities for agents. Includes documentation, pricing, and API documentation.
AI Agent Posts provides breaking news, in-depth analysis, and industry insights on the latest developments and trends shaping the AI agent landscape.
PR Newswire provides a comprehensive list of press releases related to surveys, polls, and research, categorized under general business news.
GitHub, an AI-powered developer platform, is used by millions for building software, with resources for education and partnerships.
Guidance on building effective agents, potentially from Anthropic, focusing on AI development best practices and methodologies.
Lyzr's Document Extraction for Litigation Agent automates document extraction for legal cases, reducing costs and legal risks associated with manual e-discovery processes.
GitHub repository likely focused on database interactions or management for Large Language Models (LLMs), potentially for agent memory or data storage. Includes documentation, pricing, and API documentation.
Website Testimonial Collection AI Agent gathers client feedback seamlessly using Jotform's AI Agents.
A curated directory for AI agents, helping users compare and find autonomous AI for code generation, debugging, personal productivity, and business automation.
GitHub is a widely adopted developer platform for building software, hosting code repositories, and facilitating collaboration among millions of developers.
LiteLLM is an open-source LLM gateway that allows developers to call over 100 LLM APIs using a unified OpenAI-compatible interface, managing authentication and costs.
SciAgent-Skills is a GitHub repository containing life sciences computational skills for scientific AI agents.
Yutori offers AI agent tutorials and frameworks, providing resources for developers to learn and build AI agents. Scouts by Yutori monitors the web for user-specified information.
TypeScript-native multi-agent orchestration framework that automatically generates task DAGs from goals. Features MCP integration and live tracing for agent development.
IntentKit is an open-source, self-hosted cloud agent cluster for managing collaborative AI agents, offering a lightweight, always-on, production-ready solution. It is designed for managing team agents.
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.
LlamaParse, by LlamaIndex, is an advanced agentic OCR solution for processing complex documents, including messy tables, charts, and images, with high accuracy.
