Komo Playbook
https://komo.ai/ Komo Playbook Type: AI Operations Platform (SOP-to-Agent) Komo Playbook reimagines business automation by eliminating the need for complex flowcharts or code. It positions itself as …
Automation & Workflow
Moltbot
https://openclaw.ai/ OpenClaw: Comprehensive Research Report on the Open-Source Personal AI Assistant Platform 1. Executive Snapshot Core Offering Overview OpenClaw represents a paradigm shift in per…
Timeless
https://www.timeless.day/ Timeless The Agentic Meeting Platform Timeless is the first platform designed to turn your spoken conversations into active software agents. Instead of just recording what y…
Cosmic AI Workflows
https://www.cosmicjs.com/blog/introducing-ai-workflows Cosmic AI Workflows Mission Control for Multi-Agent Automation Cosmic AI Workflows turns the Cosmic CMS from a passive content database into an …
Preloop
https://preloop.ai/ Preloop Preloop is an "MCP Governance Layer"—a middleware platform that acts as a safety proxy for AI agents. It intercepts tool calls made by agents (like Claude Code o…
Demonstrate by Notte
https://console.notte.cc Demonstrate by Notte Record any browser task once and instantly generate production-ready code with Demonstrate Mode. Notte bridges the gap between manual browsing and scalab…
Dopamine.chat
https://dopamine.chat/ Dopamine.chat Dopamine.chat is a streamlined AI agent platform designed for rapid deployment of autonomous "team members" without the complexities of traditional work…
Stracti
https://stracti.com/ Overview Stracti is a visual, no-code automation platform that uses "Vision AI" to control your computer just like a human does. Unlike traditional automation tools tha…
GROOVY
https://www.gogroovy.ai/ Overview GROOVY is the "Command Center" for the modern AI workflow, designed to solve the fragmentation of using dozen different AI tools. It is not just another ch…
Vellum
https://www.vellum.ai/ Vellum AI: Comprehensive Research Report 1. Executive Snapshot Core Offering Overview Vellum AI represents a fundamental reconceptualization of how organizations develop, deplo…
PingPrompt
https://launch.pingprompt.dev/ Overview Designed for power users, agencies, and prompt engineers, PingPrompt treats prompts as vital business assets rather than temporary text. It introduces software…
Dirac
https://dirac.app/ Overview Developed by student innovator Peter Zhou, Dirac focuses on solving the "morning catching-up" problem that typically consumes 18 to 20 minutes for busy professio…
Plano
https://planoai.dev/ Plano: The AI-Native Delivery Layer for Scalable Agents Plano is a purpose-built delivery infrastructure designed to bridge the gap between AI prototypes and production-ready age…
Cortex
https://cortex-cli.vercel.app/ Cortex CLI: The Infrastructure-Native Agent Orchestrator Cortex is a developer-centric AI agent orchestrator launched on January 6, 2026, designed to replace fragile ch…
Instruct 2.5
https://instruct.ai/ Instruct 2.5: The Autonomous AI Generalist for Your App Stack Instruct 2.5 is a next-generation autonomous agent platform that officially launched on December 4, 2025, following …
Flowtask
https://flowtask.work/ Overview FlowTask is an autonomous operations agent specifically designed to handle the administrative and coordination workflows for digital agencies and service-based busines…
Aident AI
https://aident.ai/ Overview Aident AI is an agentic automation editor launched on Product Hunt in December 2025. Describe what you want in plain English, and Aident turns it into a Playbook that comp…
Surgeflow
https://surgeflow.ai/ Surgeflow: Comprehensive Platform Analysis 1. Executive Snapshot Core Offering Overview Surgeflow represents a new generation of AI-powered browser automation technology, delive…
DocEndorse AI Agent for Microsoft Teams
https://marketplace.microsoft.com/en-in/product/WA200009703 Overview DocEndorse is an AI-powered e-signature assistant built specifically for Microsoft Teams that streamlines document signing workflo…
Vectorly
https://console.vectorly.app/routines/new Overview Vectorly is an AI-powered platform transforming interactive websites into reusable APIs and MCP (Model Context Protocol) servers launched publicly D…
Documentation.AI
https://documentation.ai/ Documentation.AI: Strategic Research Report 1. Executive Snapshot Core Offering Overview Documentation.AI enables product teams to build, publish, and maintain documentation…
Pylar
https://www.pylar.ai/ Pylar: Comprehensive Research Report 1. Executive Snapshot Core Offering Overview Pylar operates as a structured data access layer specifically engineered for AI agents, address…
Gamelabs Studio
https://gamelabstudio.co/ Overview Gamelabs Studio is a specialized text-to-asset platform engineered specifically for game developers to generate production-ready 2D game assets including static art…
Snyk AI-BOM
https://docs.snyk.io/developer-tools/snyk-cli/commands/aibom Overview Snyk AI-BOM is an experimental command-line tool and API that generates comprehensive Software Bill of Materials specifically for…
TrueFoundry AI Gateway
https://www.truefoundry.com/ai-gateway Overview As businesses increasingly deploy AI agents, the challenge shifts from creation to control. Managing thousands of agents, ensuring policy compliance, a…
Taskade Genesis
https://www.taskade.com/ 1. Executive Snapshot Core Offering Overview Taskade Genesis is a "living" application builder and unified workspace that redefines productivity by turning the stat…
Calk AI 1.0
https://www.calk-ai.com/ Overview In the ever-expanding universe of AI, the promise of automation often comes with a steep learning curve, requiring users to build complex node-based workflows and st…
Code Mode
https://github.com/universal-tool-calling-protocol/code-mode Overview Large Language Models have transformed task automation, but they often struggle when orchestrating complex, multi-step tool calls…
Lamatic 3.0
https://lamatic.ai/ Overview Lamatic 3.0 is a collaborative AI agent development platform designed to streamline the entire lifecycle of building, deploying, and managing agentic applications. Launch…
Zo Computer
https://www.zo.computer/ Overview In a world where digital workflows are scattered across countless disconnected applications and services, the dream of a truly unified, intelligent workspace has fel…
delight.ai
https://delight.ai/ Overview In today's competitive landscape, generic customer support is no longer enough. Customers expect personalized, immediate, and consistent interactions, no matter how …
Jotform Enterprise 2.0
https://www.jotform.com/enterprise Overview In the dynamic landscape of enterprise operations, efficiency, security, and centralized control are paramount for organizational success. Jotform, a leade…
Blimp
https://getblimpy.cloud/ Overview In the evolving landscape of workflow automation, accessibility for non-technical users remains a persistent challenge despite advances in no-code tools. Blimp emerg…
Khorus
https://khorus.io/ Overview Entering an emerging frontier where autonomous AI agents operate natively on blockchain infrastructure, Khorus provides a platform for developers to build, deploy, and tok…
Fuser
https://fuser.studio/ Overview In the modern creative workflow, professionals frequently juggle multiple specialized AI platforms—image generators for visual concepts, text models for copywriting, vi…
Cranston AI
https://www.cranstonai.com/ Overview Cranston AI redefines accounting service delivery by operating as a full-stack autonomous accounting firm rather than software vendor or accounting tool provider.…
ParseMania
https://parsemania.com/ Overview ParseMania revolutionizes document processing through context-aware AI that extracts structured data from any document format without requiring templates or rigid con…
The Cloud for AI Agents
https://hopx.ai Overview Running untrusted code at scale creates contradictory constraints: security requires isolation (VM-level containment, kernel separation), performance demands speed (instant s…
Magic MCP by Metorial
https://metorial.com Overview Modern AI applications require seamless connectivity between language models and real-world systems—databases, APIs, enterprise software, and data sources. The Model Con…
Golf
https://golf.dev/ Overview As AI agents increasingly power enterprise operations, the security architecture underlying these systems has become critical. Model Context Protocol (MCP) servers—which en…
agor
https://agor.live/ Overview As AI coding capabilities become increasingly sophisticated, the challenge shifts from individual agent performance to orchestrating multiple agents working in concert on …
Softr Workflows
https://www.softr.io/workflows Overview In today's fast-paced business environment, seamless automation is essential for operational efficiency and competitive advantage. Softr Workflows, launch…
Expertise Booking
https://www.expertise.ai/booking Overview Expertise Booking transforms meeting scheduling from a logistical necessity into an intelligent prospect engagement platform. Part of the broader Expertise.a…
Multifactor
https://multifactor.com/ 1. Executive Snapshot Core Offering Overview Multifactor represents a paradigm shift in account management and identity security for the agentic era. Unlike traditional passw…
WhatsDiff
https://whatsdiff.app/ Overview Keeping your project dependencies up-to-date is crucial for security, performance, and accessing new features, but understanding what actually changed can often feel l…
Skyvern
https://www.skyvern.com/ Overview In the rapidly evolving landscape of AI-driven automation, Skyvern emerges as a transformative solution designed to revolutionize how businesses automate complex, br…
Stepper
https://stepper.io Overview Stepper is an AI-native workflow automation platform launched by Paperform on October 28, 2025, designed specifically for small businesses and solopreneurs to build automa…
Pokee AI
https://pokee.ai/ Overview The landscape of workflow automation has reached an inflection point where manual node wiring and visual builders no longer represent the frontier of productivity. As organ…
Phare Incident AI
https://phare.io/products/uptime/incident-management Phare Incident AI: Automated Incident Summarization and Post-Mortem Generation In fast-paced IT operations environments, incidents are inevitable,…
Metorial
https://metorial.com/ Overview As of October 2025, Metorial (Y Combinator F25) is the serverless platform for deploying Model Context Protocol servers at scale, often described as "Vercel for MC…
Director
https://www.director.ai/ Director AI: Comprehensive Research Report 1. Executive Snapshot Core offering overview Director AI represents a transformative no-code web automation platform developed by B…
Sparks AI
https://www.getsparks.ai/ Overview In the rapidly evolving landscape of no-code AI development platforms, Sparks AI positions itself as an all-in-one workspace and agent-building ecosystem designed t…
Ekinox
https://www.ekinox.app/ Overview In the rapidly expanding landscape of no-code automation and AI agent development platforms, Ekinox emerges as a visual workflow builder specifically designed for bui…
Logic, Inc.
https://logic.inc/ Overview In today's digital landscape, businesses constantly seek ways to streamline operations and free up resources for strategic tasks. Logic is an AI-powered automation pl…
n8n AI Workflow Builder
https://docs.n8n.io/release-notes/#ai-workflow-builder-beta n8n AI Workflow Builder: Transforming Automation Through Natural Language 1. Executive Snapshot Core offering overview n8n AI Workflow Buil…
SigmaMind AI
https://www.sigmamind.ai/ Overview SigmaMind AI, a Y Combinator-backed platform from the Summer 2022 batch, represents a significant advancement in democratizing conversational AI development for ent…
JustPaid
https://www.justpaid.ai/ Overview In today's rapidly evolving business landscape, managing revenue operations can consume significant resources, particularly when dealing with complex billing an…
Lyra
https://lyra.so/ Lyra.so: The AI-Native Meeting Platform Transforming Revenue Teams 1. Executive Snapshot Core offering overview Lyra.so represents a breakthrough in AI-native meeting technology, fun…
Tasklet
https://tasklet.ai/ Overview In today's fast-paced business world, automating repetitive tasks is no longer a luxury but a necessity. Enter Tasklet, an innovative AI tool designed to revolutioni…
maia.is your AI that gets things done
https://maia.is/ Overview The modern professional landscape continues to evolve toward intelligent automation solutions that promise to streamline daily workflows through conversational interfaces. M…
Merge Agent Handler
https://www.merge.dev/products/agent-handler Merge Agent Handler: Comprehensive Market Research Report 1. Executive Snapshot Core offering overview Merge Agent Handler represents a revolutionary plat…
Glazed AI
https://glazedanalytics.com/ Overview In the fast-paced world of product development, bridging the gap between design and data analytics implementation has traditionally been a significant bottleneck…
Instruct
https://instruct.ai/ Instruct: Comprehensive Market Research Report 1. Executive Snapshot Core offering overview Instruct represents a paradigm shift in automation technology, positioning itself as t…
MCP by Alloy Automation
https://ai.runalloy.com/login Overview In the rapidly evolving landscape of AI agent development, integrating secure and reliable data sources is paramount for building truly functional autonomous sy…
Chargeflow Prevent
https://www.chargeflow.io/products/prevent Chargeflow Prevent: The Post-Purchase Fraud Prevention Revolution 1. Executive Snapshot Chargeflow Prevent represents a paradigm shift in eCommerce fraud pr…
Onyx
https://www.onyx.app/ Overview The enterprise knowledge landscape has become increasingly fragmented, with critical business information scattered across dozens of applications, databases, and reposi…
Hyperif
https://hyperif.com/ Overview The modern business environment demands seamless integration across an ever-expanding array of software applications, yet traditional automation tools often create barri…
Strata
https://www.klavis.ai/ Strata: AI Agent Tool Discovery and MCP Integration Platform 1. Executive Snapshot Strata represents a groundbreaking approach to AI agent tool management, developed by Klavis …
Teable 2.0
https://teable.ai/ Teable 2.0: Revolutionary AI Database Agent Teable transforms data management by bridging artificial intelligence with traditional database systems to deliver instant applications,…
AP2
https://cloud.google.com/blog/products/ai-machine-learning/announcing-agents-to-payments-ap2-protocol?hl=en Overview As artificial intelligence agents evolve toward greater autonomy in digital commer…
CodeWords
https://www.agemo.ai/codewords CodeWords: Conversational AI Workflow Automation Platform 1. Executive Snapshot Core offering overview: CodeWords represents a paradigm shift in workflow automation, tr…
Exotel’s MCP Server
https://exotel.com/products/exotel-model-context-protocol/ Overview In the rapidly advancing landscape of Agentic AI and conversational automation, the ability for AI models to execute real-world com…
Blocks
https://blocks.diy/website/home Blocks: Transform Work Through AI-Powered Applications and Intelligent Agents 1. Executive Snapshot Core offering overview Blocks emerges as a pioneering AI-powered pl…
tambo
https://tambo.co/ Overview In the rapidly evolving landscape of AI, bridging the gap between powerful language models and interactive user interfaces is crucial. Enter Tambo, an innovative open-sourc…
GraphBit
https://graphbit.ai/ GraphBit: Complete Research Analysis 1. Executive Snapshot Core Offering Overview GraphBit represents a breakthrough in enterprise AI infrastructure as the world's first pro…
Tallyrus
https://tallyrus.com/ Overview In today's data-driven world, manually processing thousands of documents is not only time-intensive and inconsistent, but also extraordinarily resource-draining. I…
Stytch Connected Apps
https://stytch.com/connected-apps Overview In the rapidly evolving landscape of AI agents and interconnected applications, managing authentication and authorization for autonomous systems presents un…
Reflag
https://reflag.com/ Overview In the dynamic landscape of SaaS development, managing feature rollouts, beta programs, and A/B testing presents complex challenges. Reflag emerges as a powerful solution…
Incredible Small 1.0 by Incredible
https://www.incredible.one/ Incredible Small 1.0: Comprehensive Research Analysis 1. Executive Snapshot Core offering overview: Incredible represents a groundbreaking advancement in agentic artificia…
CREAO
https://creao.ai/ CREAO AI: Democratizing AI-Native App Development 1. Executive Snapshot Core offering overview CREAO AI is an innovative no-code platform that empowers users to build custom AI appl…
Gram by Speakeasy
https://app.getgram.ai/ Overview In the rapidly evolving world of AI, ensuring Large Language Models perform reliably in production environments presents significant challenges. Gram, developed by Sp…
Koncile
https://www.koncile.ai/ Overview In today's increasingly digitized business environment, transforming unstructured documents into actionable, structured data represents a critical competitive ad…
fileAI MCP
https://www.file.ai/ Overview In today's data-driven world, transforming raw files into actionable intelligence is crucial for AI agents. The fileAI MCP server is an innovative tool designed to …
OAK
https://open-agent-kit.com/ Overview In today's rapidly evolving AI landscape, enterprises face a fundamental challenge: harnessing the transformative power of artificial intelligence while main…
xpander.ai
https://xpander.ai/ Comprehensive Research Report: xpander.ai AI Agent Platform 1. Executive Snapshot Core Offering Overview xpander.ai has emerged as a comprehensive backend-as-a-service platform sp…
UTCP Agent
https://www.utcp.io/ Overview In the rapidly evolving landscape of AI agent development, building intelligent agents that interact seamlessly with existing tools and systems remains a critical challe…
apiJuice
https://apijuice.com/ Overview In today's data-driven world, accessing and utilizing information from the web often requires technical expertise and complex workflows. apiJuice is an innovative …
Air MCP
https://www.air-mcp.com/ Overview In the expanding landscape of AI integration tools, connecting intelligent systems to real-world applications often requires significant development effort and techn…
TaskWand
https://taskwand.io/ Overview Are you an n8n user who spends hours building complex workflows manually? TaskWand transforms your automation development by converting plain English descriptions into c…
MCP Builder
https://mcp.ag2.ai Overview AI agents require seamless integration with existing API ecosystems to deliver meaningful business value, yet traditional integration approaches often involve complex cust…
MiniCPM-V 4.5
https://huggingface.co/openbmb/MiniCPM-V-4_5 Overview In the rapidly evolving landscape of AI, the demand for powerful yet accessible multimodal models continues to grow. MiniCPM-V 4.5 represents a s…
Broxi AI
https://broxi.ai/ Overview In today's rapidly evolving AI landscape, the ability to quickly create and deploy intelligent agents without extensive technical knowledge represents a transformative…
Notte
https://www.notte.cc/ Overview In the rapidly evolving landscape of web automation, finding a solution that balances power, flexibility, and cost-effectiveness remains challenging. Enter Notte, your …
Gitmore
https://www.gitmore.io/ Overview In the increasingly data-driven landscape of software development, understanding team productivity and identifying optimization opportunities has become critical for …
Relyable
https://www.relyable.ai/ Overview The rapidly evolving landscape of AI voice agents presents significant challenges in ensuring reliable performance and quality assurance before deployment. Relyable …
Sia
https://www.sianalytics.in/ Overview The enterprise data analytics landscape has undergone a fundamental transformation in 2025, driven by the convergence of artificial intelligence, multi-agent arch…
mcp-use
https://mcp-use.com MCP-Use: Open-Source Infrastructure for Model Context Protocol Development 1. Executive Snapshot Core offering overview MCP-Use stands as a revolutionary open-source development p…
Compozy
https://compozy.com Overview In the rapidly evolving landscape of AI orchestration, building robust, scalable, and manageable multi-agent systems presents significant complexity challenges. Compozy e…
cospec
https://cospec.ai Overview In the rapidly evolving world of AI agents, teams need a streamlined way to connect data, define agent behaviors and deploy standardized servers without writing code. cospe…
Simulate by Future AGI
https://app.futureagi.com/ Overview In the rapidly evolving landscape of enterprise voice AI deployment, ensuring comprehensive reliability and performance optimization has become a critical business…