Devpost · OpenAI · 2026-08-25 to 2026-09-04
Public gallery: every submissionEvent page ↗
A floor plan is coordinates, not buttons. Alza publishes its geometry as 31 typed tools, so your agent draws the plan, checks its own work, buys from another origin, and raises it to walkable 3D.
Elioz 404
Browser-based architecture studio where a human and an AI agent design a building together on the same live canvas.
Yousuf Khan
A local-first fantasy map builder where people and browser agents create together through WebMCP.
Martinus Hooijmans
Your notebook is already in the browser. Now your agent can be too.
Allison Coleman, Juan Mendoza
Turn your wishes into a bouquet you can see, shape, and confidently order.
Jane Chao, Luis Cesar Morales
Hospitals can't upload use AI on MRI or CT scans without risking patient privacy. This never leaves the doctor’s browser, providing instant 3D navigation. The patient's scan never leaves the room.
Sawyer Cutler
Aisle is a live wedding seating canvas where people and AI plan together. Using WebMCP, agents arrange guests, honor constraints, spot conflicts, and repair changes in real time.
eri alipaj
Plan the night sky with your agent. One instrument, two operators.
Sebastián Fernández García
Korean elders living alone lose access to creative spaces. Only the web remains; its UI fails them. WebMCP turns Agent access into human access—restoring creative life and expanding what’s possible.
Sangjoon Son
Mandate turns updatable fields into temporary mandates — a live WebMCP tool compiled from what one person chose, expiring on its own, and re-checked by the server on every call.
Harzer Heribert
A shared media memory for you and your AI. With WebMCP, TasteShelf saves what you watched, why it mattered, and lets your AI use that memory to understand your taste and act on it.
Timur Ibragimov
A pixel-art storybook for families to create, read, and share with an AI co-creator.
Thạch Hồ Lê Minh, Lisa Ho
3:52 AM Blind Spot finds accessibility barriers that automated scanners miss by testing whether real user tasks remain reachable through a live, accessibility-derived WebMCP tool surface.
Deepanathan Rajendiran, Arun Ghontale, mukesh reddy p
Interactive live coaching sessions on chessboard with ChatGPT
Brian Chen
Session assistant that helps you stay in flow with your music.
Steven Tsao
Bandmate is a WebMCP musical sequencer, where you jam away on your instrument, and the agent arranges it all in one tab while the loop keeps playing, with creative collaboration happening in realtime.
Mark Rees-Andersen
Please skip this project; I'm stepping down.
Anciera Athera Verttra
OpenSketch is a free, open source alternative to paid editors for scientific figures depicting biological reactions and lab workflows.
Paul Heisig
"Anatolian Neolithic, >0.5x coverage, excluding relatives" is a sentence in a paper and a hundred lines of R in practice. PaleoScope makes it a named object a person and an agent revise together.
Kadir Güvener
Self-healing in-browser runtime via WebMCP and Rust.
Mikhail Melik-Kazarian, ФБ-51мн Сiмон Мелiк-Казарян, Артур Артур
Investigation Canvas turns messy data into a shared, visual investigation where humans spot what matters and AI agents test it with auditable WebMCP tools
Rishav Sanjay, Saanvitha D, Saanchitha Devraj
A seller-controlled authority layer for agentic commerce
Koushik Sadhak Jeet, Prantik Noor, Waliullah Kawsar
Your agent learns the way !!
pritesh kumar, Rahul Gunwani
Two minds. One shared canvas. The only agentic worksheet builder that checks its own homework.
Neonstudio 28
Watch this: taken down
Bryce Muhlnickel
Sketch UI flows with your AI agent on the same live canvas through native WebMCP tools.
Sean McKenna
Built for Flow: Script with AI. Record with a teleprompter. Edit in the browser. All while one agent oversees it all.
Roshan Prabhu, Ridwaan Joomun
Turns a complex service into a personal interface built for the user's needs.
David Pratt
Medicine has specialties. People don’t.
Dr Roxana Irimia
A global, community-contributed library of verified, traceable capabilities that AI agents can discover, adapt and execute to make ANY project work faster, cheaper and more reliable.
Chaitanya Deshkar, anujbhadbhade05-cyber Bhadbhade
Human-agent SEO audit and verification via WebMCP
Tomi Seregi
Book, prepare, and safely control shared 3D printers with AI agents through WebMCP.
Chilumba Machona
an interactive map of hoenn, where you can walk around, talk to people, and explore the landscape of emerald with an agent
Purav Manot
WebMCP lets AI agents interact with Shopify stores through a governed workflow - without giving them authority to change production. Capability is not authority.
Nikola Milić
Your agent negotiates. You stay in control.
Thanh Chau
Real correspondence for humans and agents, with a shared WebMCP postal counter.
Atlas Codes
A shared idea board where people and AI agents post, link, and upvote ideas together in real time - through 7 registered WebMCP tools, not scraping or screenshots.
Jaspreet Singh
A WebMCP safety layer that lets AI agents test commitments against real capacity, propose honest alternatives, and finalize only after explicit human approval.
Tarun Kumar Mahato
MineOps helps mining operators use AI agents to investigate production anomalies, find bottlenecks, and act on operational insights.
KhumoKCB Bontsibokae, Tapiwa Khata, Michelle Keitiretse +1
A floor plan an AI agent can actually read; audit for wheelchair and other access.
Rabbia Arshad
Human-led hiring, agent-powered execution, one shared pipeline.
Harshavardhan Bajoria
A browser-native, agent-curated retrieval memory. An agent browses and deposits what it finds; you decide what the memory keeps. No server, no API key, nothing leaves this device.
Akhil Gogineni
An experimental 3D studio for browser-native neural motion. Autoregressive diffusion runs through WebGPU, while WebMCP lets AI use the same live production controls as people.
Tyler Davis Mitchell
Sightline is an incident console a human and an AI agent debug together on one screen. Nine WebMCP tools, no chat panel, nothing mocked — and a production rollback only a human can approve.
Nozimjon Nabiev
CARTOS — Where Humans and Agents Shop Together.
A shared room canvas where people and agents plan, measure, and refine the same space through WebMCP.
Prashant Shah
A behavioral trust layer that checks what WebMCP tools actually do.
basim hussain, Moiz Siddiq
Bengaluru civic reporting where people and WebMCP agents share one visible, actionable map.
Amey Muke
Aria Grande gives AI browsers the context to make every website easier to explore, understand, and use—for everyone. It scales from clients to all websites.
Timo Karhu
DAG Studio lets researchers and AI build and analyze causal diagrams through WebMCP, with transparent assumptions and analysis-ready R or Python code.
jdiazdecaro Diaz-Decaro
I believe at least I think this could be SOTA for voice agent assistants doing calls for you for errands. At least it sounds like to me! Listen within 30 seconds of logging in. Also make calls!
Turn thousands of public comments into a brief you can trace back to the source. DocketLens uses WebMCP to let agents find and organize evidence alongside you, while you verify what belongs there
AKSHAT SETHI
Turning static CBSE Class 10 mathematics into 13 browser-native WebMCP tools so external AI agents can teach with zero backend costs or answer leaks.
SANDEEP JAISWAL
WebMCP based bill splitting tool
Anirudh.txt Agrawal, Samyak Singh, anaadhi mongia
A local-first word-association game where humans and multiple agents play cooperatively and competitively to decode the key first.
Ryan Greaves
A real-time strategy game that keeps more depth than one player can manage, because your agent playsalongside you through its own interface instead of your screen.
Ahmad Fauzan Putra
WebMCP builds WebMCP. Turn observable website workflows into bounded, reusable WebMCP tools. Then activate, test, and export them.
santiago canchila
Sloth equips autonomous agents with narrow baseline tools, surfacing temporary financial capabilities only through verified, human-approved grants.
Maduakor Emmanuel
Imagine if TouchDesigner meets Figma. A multi screen live event visual production and matrix switching right in your browser made for Humans and Agents. Made with WebGPU and WebRTC :)
Ashman Singh, Abhyuday Rai, Divyam Agrawal
Where humans and ai study together - A local-first pdf reader workspace where the agent marks up the page with you, for you. Every edit is attributable and undoable.
Gurbaaz Singh Nandra
Connect perishable stock items with buyers before it loses value, with agent assistance and human approval.
Olasunkanmi Fafowora
didaction space is a agent-enabled alternative jupyter frontend- enabling you to learn deeper
Prabhpreet Dua
A 3D workspace agents can actually operate. WebMCP exposes the world as structure, not pixels — an AI measures, simulates and proposes; you approve. One world, two minds.
Saif Ahmed Shejan, Md Rubayet Nabil, Nirob2107092 Nirob
A WebMCP-native meeting follow-up workspace where agents prepare action, state, and draft artifacts while people keep final send authority.
Aaron Chandler
Ilma turns weather into agent decisions: calibrated probabilities, forecast stability, a decide-by date, stake-weighted calls, branchable scenarios. All with a verified accuracy record.
Olli Airola
Accountable intelligence for the open web: humans and agents build, challenge, and verify the same evidence-backed case.
Nathan Poinsette
A 2D multiplayer cooperative boss-fight game where your companion robot is driven in real-time by ChatGPT directly in-browser through WebMCP
Adriano Batlle
A visual cloud studio where humans and AI agents design, stress-test, and synthesize production infrastructure together in real-time through 31 in-browser WebMCP tools.
Anurag Thopate
Great sound is personal. Acoustom takes the guesswork and uncertainty out of buying decisions.
Aditya K
A shared incident room where engineers and AI agents investigate, challenge theories, and revise their confidence -> with a human approving the fix.
Hotragn Pettugani
AgentFlow is Figma for automation , A visual canvas where humans and AI agents build real workflows together, live in the browser.
Parithosh Varma
Your personal saved library, exposed as WebMCP tools — search, retrieve, and save content through any AI agent the moment you open the page.
Semih ÖZDEN, Erman Tepe
Ground is a shared Markdown editor for people and agents. The owner decides who can edit, who can only propose, and who gets no access. The server applies those rules to every WebMCP action.
hj Seo
Everyone's AI agent adds their own items and allergies to one shared group order — Kitty tracks it live and splits the bill automatically, no manual collecting or spreadsheet math needed.
Nilu Mukherjee
30 eggs became 60. My agent won’t bypass conflicting policies, gains agency only with evidence, and knows when to wait. Minimum necessary agency, only when justified.
reality404studio EH
A shared reasoning workspace where humans map claims and evidence while AI agents use WebMCP to evaluate, triage, trace dependencies, and propose revisions - humans keep final control.
Panji Arya Soma
An AI piano teacher that listens to your playing, gives feedback, and creates lessons you can practise anytime.
Roni Lämsä
Agentak Adds an AI Agent to any website powered by Pi running in Browser. An embeddable chat that runs local or cloud models and safely uses page tools through WebMCP. No server required.
Pooya Parsa
A WebGPU 3D world editor that hands its real authoring tools to your browser agent. Sculpt terrain, grow forests and build scenes by asking...the scene graph is the API, not the pixels.
Osita Miles, Startrz OZOEMENA, Peace Oluchi
Day Canvas is a visual planner where you and AI shape your day together—adding, moving, and organizing tasks live on one shared canvas.
hardik singh
A fertility platform where AI can read a user's journey, find authorized matches, and prepare introductions—while humans retain every consequential decision.
Melisa Laci
RAI is a Robot, Agent Interface that allows agents to control and make robots using WebMCP tools, limited to actions like moving joints by angle and seeing through the robot’s camera.
Taha Taassob
AI-hosted Vietnamese folk playground: Ô ăn quan, Bầu cua, Múa rối nước, Gióng's Iron Garage & Rồng rắn lên mây — 5 games, 21 hang-proof WebMCP tools. sanchoi.app
Tri Nguyen
Build physical machines with an AI collaborator, not a black box simulator. Lumi gives humans and WebMCP agents one live 3D studio for evidence, safety checks, and simulation.
Mohit Madan
A globe that can show you things: all IKEAS worldwide, starlink satellites, active volcanos, theme parks, …
Thomas Schranz
A browser-only workbench for documenting and auditing the tool contracts a page exposes through WebMCP. It turns the page’s agent-facing surface into something a developer can inspect.
MJ (Meghan Johnson)
A browser-native 3D proving ground where AI agents race a rover through WebMCP tools on one identical live track, scored on time, energy and integrity.
viktor-silakov Silakou
A multilingual Runner Agent that turns one natural-language goal into a safe run plan, shared route review, circular support loop, and human-confirmed Run Pass through 14 WebMCP actions.
Vittawat Sootawee
https://taskforge-assurance.vercel.app
Ariya P
Geodesics is a Foursquare-like map for the WebMCP era where agents discover places, services, and each other, leaving behind trails & form trust network for human–AI collaboration.
Selin Tüncer
The agent can do your job. WebMCP just makes sure it can't do the one part that's actually yours.
The shelf for specialist AI agents. Browsable by humans, callable by agents — one marketplace where people and their agents discover, invoke, and rate specialist agents together.
Malay Damani
A WebMCP control room that turns agent proposals into human-authorized, one-shot actions with visible effect and verification receipts.
Canberk Karaerkek
Agents cannot measure a floor plan from a screenshot. ClearPath exposes real centimetre geometry over WebMCP, proposes constraint-safe layouts, and keeps every change human-approved and undoable.
Muhammad Muavia Muavia
WebMCP turns Kodi into an agent-native tax workspace, letting external AI securely discover and use its document evidence and tax capabilities without brittle UI automation.
Barasa Michael
Hitch your capabilities to any page. WebMCP, in reverse.
Terry Richards
Real work spans many pages, and agents tend to just finish it for you. CareBridge keeps you in control. The agent does the busywork and you make the calls, shown here for a toddler's first allergy.
Nitin Pasumarthy, SuchiN1512
Dense documents are hard to read, even in your own field. Rabbithole lets you zoom in on the parts you don't understand and the explaining is done by your personal assistant aware about your context.
Tushar Tripathi
An AI agent runs your whole architecture review - builds it, breaks it four ways, recommends a repair, and cannot commit it
Sreenath M
Software got its agent moment. Hardware hasn't. OpenHardware is the missing piece: an agent that can see the board it programs.
Sami Maghnaoui
Turn server operations into a browser-native agent surface: inspect health, control services, run durable jobs, and service agents through WebMCP.
TJ Valentine
A 3D office comedy where your browser AI agent joins as a robot coworker - it walks, talks, waves, and writes its own lines. No API keys, no backend: WebMCP makes it a player, not a remote control.
Lucas Matuszewski
The AI manages the data specified via text in a chat as an MCP.It is a web application that allows you to manage the data directly yourself.
annon sola
TokenWatch turns an AI workload into a clear LLM cost decision. With WebMCP, people and agents share one live calculator to set constraints, compare models, explain trade-offs, and share results.
Yash Jain
An interactive chess coach that uses WebMCP and Stockfish to understand live positions, give Elo-aware guidance, and teach visually with hints, highlights, arrows, and candidate lines.
Moulish .
A WebMCP rehearsal room where humans protect dramatic beats, agents exhaustively repair caption timing, and every committed WebVTT track is revision-bound and verifiable.
Stan Shih
A shared human-and-agent infinite canvas where 22 WebMCP tools inspect, edit, and export one live document. The output can be exported as code directly and the design can be tweaked via the canvas.
Aditya Brahmankar
revAIew lets agents investigate claims through WebMCP while people decide what gets through and receive a source-bound receipt.
Brock Denton
watch videos and reels with your ai and turn them into actionable tasks.
Manu Vamp
Say what you need. The page reshapes itself.
Ely Baba
An agent-native trip planner where people, browser agents, and a live map stay in sync.
Renan Roble
The Commerce & Service Operating System for Modern Brands, their Human Customers, and the AI Agents who serve them.
Olamilekan Adegoke
a visual canvas for system design iteration and simulation
Mohammadali Karimi, Babak Kh
Customize gifts for event attendees en masse using WebMCP + agents
S. L., Omar Irfan Khan
Turn browsing into collaboration: Split combines dual-browser workspaces with WebMCP, letting humans and AI agents understand and act on the same shared context.
aisha Mohamed
Explore unknown, get random but curated events. Talk and share context with agent. Plan own agents with all participants in travel.
Dong Hyeon An
What if a child’s wall drawing could start moving and become part of a story? Kids can play and create stories together, then make their favorite creations into real keepsakes through Shopify
mongonsh Tumurbaatar
One React hook that gates risky AI tool calls behind human approval; with risk metadata, audit logging, and optional biometric verific. so agents handle the routine while humans approve what matters.
Muhammed Ibrahim
ClientWeave: An agent-native workspace where buyers and AI scope services, calculate seller-governed pricing, and book consultations—with humans retaining final control.
sameer shaik
Say what you want printed - cheap, readable, ready tonight. An AI agent sets up the whole job at a real print shop near you. You press pay, not the agent.
Gowshik S
Autonomous Agentic Freight Orchestration for Cross-Border B2B Logistics
Cristhian Andres Chujutalli Martinez, Juan Coronado, Jean Paul Ramon Fernandez
ChatGPT makes the inquiry call you do not want to make while the webpage keeps you in control.
Sergey Moloman
An AI shopping decision assistant that uses WebMCP to compare live Shopify products, explain trade-offs, and propose the best choice—with voice-first accessibility.
Jeremiah Adetoro
Duolingo for anything you want to learn fully personal! Agents use the webmcp to create courses for you track your progress make cool learning artifacts to keep everything fun.
Toprak Tarkan Dikici
Teach an agent by working with it once.
Tarek Reslan
When an AI plan succeeds across three services but fails on the fourth, CommitWeb keeps what worked, finds a safe replacement, and asks for your approval-without starting over.
Tony y
AI Room Planner & Furniture Shopping. WebMCP demo: furnish a real room photo with catalog products, by hand or through the AI app you already use.
Taehun Kim
The interview before the interview.
Narayan SS
Agent-native database diagramming, built on drawDB and WebMCP.
Ashish Soni
Agent Native Content workspace for creators
Pavan sai Gudelli
The trust layer for live human-agent software.
Davemafy Imafidon
I rebuilt the public Excalidraw MCP as a WebMCP to showcase the power and utility of WebMCP with a measured almost 7x performance improvement by doing so.
Abdul Moiz Shahzad
An AI security analyst that investigates threats, detects anomalies, and protects your website through WebMCP.
Arya Patel, Gururaj Krishna Sharma, Ronit sharma +1
Intent Handoff lets users pass what they mean—not just what they clicked—to an AI agent so it can finish the task correctly.
Joy Tan
Paste a link, approve one plan, and receive a working WebMCP interface for your own site along with a receipt.
Chudi Nnorukam-Krisdiva
An agent can fill the form. You hold the pen. A benefits claim an AI agent can explain and fill through WebMCP tools, where every agent entry is reviewed by you and no tool can submit.
Nischal Sharma
Design Scriptable widgets visually, with people and AI agents collaborating through contextual WebMCP tools.
Tinkr Simpson
Corotum helps you keep AI agent skills consistent across every machine and AI agent. Instead of copying and fixing drift, you manage one desired state and sync it safely through Git or Corotum Cloud.
Mateusz Misztoft
Elemkey enables loyalty as a coupon for retailers to reward loyal customers with verified offers that shopping agents can unlock - without exposing credentials or purchase authority
sagar mandal
A shared canvas for qualitative research where the agent proposes, and the human decides.
Min-Quan Wang
Undo for the agentic web: record WebMCP cart changes, restore earlier state, and preserve history when an agent retries.
Ali Abdulkadir Ali
Catch compromised citations before they ship and your agent consults you like a boss
AKSHAT SETHI
An Asimov-inspired WebMCP RTS strategy game about why agentic instruction matters: bits take years to reach Alpha Centauri and Earth’s view is already old, so Daneel needs intent, not clicks.
Rohan Verma
Turns messy CSV migration into a deterministic, agent-driven workflow with phase-aware WebMCP tools, validation, recovery, and verified export
Dharan Tej Reddy
A local-first whiteboard where people and AI agents inspect, draw, prototype, and undo together through WebMCP.
Record a web task once, send a link. Their agent finishes it on-page via WebMCP—they approve the final step. No screen share. Safe help from anywhere.
Samuel Philip
A map-first WebMCP operations console where agents analyze logistics disruptions, humans retain authority over critical decisions, and every executed recovery is independently verified.
Victor Manuel
Design alongside your agent on the same live canvas! Easel uses WebMCP and context from across your life through your connected apps to help you create website mock-ups, posters, and graphics.
Angad Gill
A workspace where you and an in-browser AI agent work the same job board resolving official career portals, extracting real openings, and scoring them against your resume, all via WebMCP tools.
Priyanka Shilwant
CareWeave gives older and disabled people one calm place to coordinate daily care with loved ones and WebMCP agents, reducing complexity while protecting independence, privacy, and human control.
Robin Gounder, Priya Gounder
A grid dispatcher and an AI agent plan a day of field work on the same live map through WebMCP. The agent locates, computes and routes; the person decides. A morning of lookups becomes minutes.
Direct your vision. Let AI choreograph every frame.
Webby Webby
Give Cardea a goal. It does the real work across the web while you watch, and nothing gets bought, sent, or signed until you say yes.
Sankritya Thakur
Hiring vendors for an event is the part everyone knows how to do, and EventReady helps. The harder part is whether all of it holds together on the day, and that is what it keeps track of.
Roy Vergara
a web playground combining a bunch of different LLM tokenizers
Maurice Jaid
ComicSol turns native WebMCP into a creator workflow: agents can create comics, read structured creative context, propose revisions, and keep the human creator in control.
Alwan Juliawan
WebMCP agent-native workspace automating AfCFTA cross-border trade, HS code classification, duty calculations, and customs manifests for AI web agents.
Akpan Victor D.
Direct motion in natural language. Keep every vector, keyframe, preview, and final decision under your control.
varun a
Cortex is a private research library that a browser agent can operate. All tools are registered with WebMCP, and agent works your papers on the same page you're looking at.
Ajinkya Kiran Mulay
Navigate laws. Understand procedures. Make informed decisions.
Avishek Nath
A local-first application runtime where humans and agents can build, shape, and use custom information systems together.
Jayadeep Thum
An agent-operable environmental intelligence platform that uses WebMCP to turn flood, water quality, and community risk data into actionable decisions.
ABRAHAM Ceballos
Portfolios are built for one visitor. ElijahOS gives the second one, your agent, typed WebMCP tools to search evidence and act inside the same OS a human is exploring.
Elijah Leung
A real Santiago restaurant and a real art-supply store expose menu, catalog, live stock and forms as WebMCP tools. The agent does the tedious part and stops: you send, you pay.
Vivid turns any dashboard into an agent editable surface - no MCP server, no vision model, just the browser tab exposing its own governed webmcp tools.
Nitish Pamarty
One workspace. Every deadline. Zero chaos.
Rohit Kumar S, SAKTHIVEL V, GLACXY N
Turns out AI agents can act like human can, just had to teach two apps that don't know each other to actually talk.
Simar Preet Singh
CutoverProof stress-tests PostgreSQL migrations across realistic interleavings, revealing data-loss races as runnable counterexamples before cutover.
George Anorue
BioFold 3D: A WebMCP molecular laboratory where human intuition and AI agents co-explore the live 3D sculpture of proteins with an incredible precision.
Josuelpro Condori Choque
A step sequencer where a human and an agent edit the same song at the same time, with provenance, scoped selections and approval built into the tools.
Mehmetcan Bozkuş
Upgrading existing web forms using WebMCP, not just the ones built from scratch for agents
Sonia
Schematic is a shared hardware workbench where you and the AI work on the same visible circuit. Through WebMCP, the agent can choose parts, wire, validate, preview, and write editable code.
Aditya Das
Bizgrid is an AI commerce platform for African sellers. With WebMCP, any agent can search products across every live store on Bizgrid and add to the correct merchant’s cart without scraping the UI
Moses Erhinyodavwe
A WebMCP RL environment for testing whether AI can improve physics simulators through cheap, repeated simulation instead of relying on static benchmarks or costly real-world trials.
Richa S.
Create and edit pixel art with a hands-on agent assistant by your side.
Thomas Vu
Turn human workflows into agent-ready WebMCP tools. AutoWebMCP learns what a user means, not just where they click, and publishes verified, typed semantic capabilities with guardrails.
Kaushik Ruparel, Payal Thakkar
StayWell is a premium hotel web app. Proof is the verified agent-assistance layer inside StayWell.
Oluwaseun Kehinde Oso, Oluwaseyi Oso
Less clicks, more possibilities of what goes into your room
Thiti Premrudeepreechacharn
Bridging the Web and AI Agents through Native Tools, APIs, UI
md habibulla misba
Agents don't just use EgoLens, they extend it. Drop an unknown driving dataset: your agent writes the adapter, you judge the 3D render. Each does what it's best at, and the viewer keeps growing.
KIM HEE JAE
The UI files a grievance. You ratify the fix.
NandadnaN Majid
Streamr offers programmable, real-time payment streams and recurring subscriptions using stablecoins on the Stellar network.
Muhammad Arisnanda
Human-controlled flight recovery with typed WebMCP tools, constrained search, exact-price preview, and verified booking changes.
varun a
SpaceScale is a multiplayer canvas where students draw and write together while AI coaches each learner in real time—using two-way WebMCP polling, guided by the teacher’s own skill and knowledge files
Shankar Ram Akshayakumar
Auxweave is a web-native creative canvas where AI agents can design alongside humans through WebMCP
Mario Caleb, Ai Longer
A WebMCP-powered spreadsheet cleaner where agents find defects and propose fixes, while people control every write.
Kingizie Patrick
Collaborate with your AI agent to print beautiful, minimal thermal receipts – send a prompt or voice chat, then watch as your agent drafts in the browser, iterates with your help, and prints
phreshplastic Rossano
Fenoa is a social platform for short fiction where creators publish stories and communities remix them into new branches, with humans, AI, and WebMCP agents working on the same living story state.
Prathmesh Adsod
An explorable HD-2D portfolio where visitors and agents share one live interface—walking the world, building goal-specific tours, and inspecting page-aware work through WebMCP.
Yunhao Luo, abcdefgJack
Its a fantasy premier league planning board where the agent can see and interact with your drafts
Ariel Wandera
Turn a messy brain dump into a source-grounded, inspectable, human-approved decision with your existing browser AI.
Andrei Macarescu
Post-disaster damage assessment where the agent's tools are scoped to what's on your screen. Ask "what's the flood exposure here?" and here means your viewport, your selected building, right now.
Abhishek Sharma
“AutoFix turns a web application into something an agent can diagnose, repair, and verify—through WebMCP.”
Arnab Dutta
A one-file on-device editor built for two hands. Fast Markdown, text & code, phone-first, with Compare/diffs. Agents work directly in the live document with less context, less guessing & real parsing.
Jack Skipworth
An open-source fractal studio for creating IFS fractals in your browser.Shape them live, animate them, make them react to sound, evolve new forms, and share the result.
Komediruzecki Maff
Decision infrastructure where people and AI agents co-drive one live case, with evidence, uncertainty, and final approval kept human.
Jordan Allen
WebMCP system for differential evaluation analysis: isolate protocol sensitive result reversals, derive minimal counterfactual witnesses and verify them against the evaluation surface.
Tugrap Aydiner
Demand meets supply. The loop learns and grow with every purchase. The next generation of ecommerce
Marco Cheung
genMC(P) turns Minecraft skin creation into human–AI collaboration. With WebMCP, agents edit real pixels while you guide them through messages and visual masks—all in a shared 3D studio.
A WebMCP learning roguelike where humans and browser agents share one branching expedition state.
The Architect
An agent-native EHR: the AI works inside the doctor's session, finds what 15-minute visits miss and only the doctor signs
Luis Fernando Lugo Quiroga, Carlos Alberto Rodríguez Herrera
Lets users teach a website a new agent capability by demonstration, then compiles that behavior into a safe, typed WebMCP tool.
aphelion tej reddy
An incident war room where the agent's tools appear and disappear with the incident's phase. It can't roll back production, the tool doesn't exist until a human escalates.
Aaditya Sapkota
A WebMCP coding control plane where a local AI proposes changes, InnerOS routes execution across real agent lanes, and every backend hop returns verifiable proof.
Rafael Lopez
Talk to your systems instead of managing them manually
Hideki Toyama
An infinite creative computation canvas for performance, teaching, exploration and research. Drawing, code, sound, motion, physics, collaboraiton in a shared sketch.
Liubo Borissov
Human and agent triage the same genome in the same tab, through WebMCP tools the page itself registers, over a file that can never be uploaded.
Kadir Güvener
A `Get Started` that teaches you how to use the product, step by step, to accomplish what you actually came for.
Thisara Welmilla, Isuru Weerasinghe, Chamodi Welmilla
When your cloud host fails, your customers’ agents can fix it.
aviv magnezy
A shared release room where agents verify and prepare, but only humans ship.
Shreyansh Agarwal
REENTRY gives WebMCP continuity beyond a browser session—a consent-driven cloud bridge that brings agents back when real events occur, grounded in live page state and bounded by human control.
Chon Wang Wong(Alex), Eyad Cherifi
Your AI agent finds your HIPAA exposure in three minutes — and can't take the one decision that matters.
setownley Townley
Can an AI agent actually use your website? AgentReady runs real agents through your raw UI and your WebMCP tools, scores the site 0-100, and publishes the gap. Measured: UI 0/3 vs WebMCP 3/3.
Manas Nikam
ChatGPT can read, propose, apply, and verify a live accessibility repair—but only the person can approve it.
vignesh chintakayala
Build a private structured research directly in Google Chrome. Let your agents work on it using WebMCP without requiring a login or server setup. Connect it to ChatGPT without installing a plugin.
Maximilian Götzfried
A 3D studio where browser agents stage exact scene edits and artists keep the only Apply.
Oscar Villavicencio
A video editing sandbox built equally for humans and AI.
Adithya S K, Pratyay Suvarnapathaki
A browser-local FA(3) workbench where an agent can prove a repair while approval remains a visible UI decision.
Grzegorz Nowosielski
An agent-ready bilingual workspace that turns public EPİAŞ Transparency Platform 2.0 data into explainable market, portfolio, and planning decisions through native WebMCP tools.
Hakan Ergün
Three agencies hold one household's record and may not pool it. Vouchsafe screens that household for six benefit programs anyway by putting yes-or-no questions to four origins and receiving no records
Ismum Al-Araf
ANAI is an AI agent that discovers and executes real WebMCP tools to automate infrastructure safely, stopping at consequential actions until a human approves.
Ankith M
StockPilot , Your AI co-pilot for smarter investing.
Neev Rathod, Hitansh Thakkar, Madhav Pawankumar Soni
Learn anything and make it stick. Your AI agent prepares the material and grades answers in your own words, while Meshful schedules each concept for the right time.
Brandon Kluzek
Formless - product that adapts to us, not the other way around. We're starting with healthcare, where that gap is most dangerous.
Giles P
See the full blast radius — and let your AI agent see it with you, live.
Kushal Handigund
A human and an AI agent build, refine, and export a narrated product demo together—the agent drives DemoMotion through structured WebMCP tools while you keep control of the same workspace.
Daishi Miyamoto
Vistect helps blind people understand and create visual documents with images, charts, and diagrams through structured, verifiable collaboration with their AI agent using WebMCP
Atiqur Safayat, Arif Hosen
Your workout, spotted by an agent that can't drop the bar.
Muyiwa Olaniyan
Healthbook: Your private health companion - meds, labs, and care connected in one vault.
Sujal M H, Pratham
A WebMCP page where a person and an in-browser agent share a website audit, then check that the fix landed.
Brett Davies
Learn cooking one dish and one technique at a time. Your assistant adapts the real recipe; you control saved preferences and completed practice.
bob van den heuvel
Gives agents only the exact authority needed for one approved transaction, with stale-state protection, verification, auditability, and receipts.
Sree77 Latha27
Clean sensitive datasets with AI agents—without uploading raw data. WebMCP enables local analysis, human-approved cleaning, capability-gap detection, and safe tool evolution.
Óscar Juan Parker
A photo editor for people who don't know what 'tint' or 'saturation' is. An agent does the edit, names the word, explains it in a sentence. Learn by watching, or just keep asking.
Aarya Subhash Patil, Arpit Mishra
A deterministic crisis simulator where AI investigates through WebMCP, compares interventions, and proposes plans—while humans retain final authority.
Juy Eam
Agenomics uses WebMCP to let AI agents inspect bounded spending authority, evaluate untrusted requests, and stage proposals, while approval remains visible and exclusively human.
Alejandro Castellanos
A photographer-first photo workspace where a WebMCP AI agent can inspect, analyze, propose — and the photographer alone decides. Built using Laravel 13 + Inertia v2 + React 18.
Andy Wong
The multiplayer visual workspace where humans and local AI teammates plan, design, and build software together on one shared canvas.
Avichal Dwivedi, AMRIT LAHARI, Ayush Upadhyay
PromptDecor lets you design rooms with AI: describe your vision, see catalog furniture appear in 3D, move it yourself, and get instant advice on layout, light, and flow.
NAFIZ SHAHRIAR SAMI, MD. IBSAN HOSSAIN ANSARI, Jawadul Arham
A WebMCP incident console where agents investigate production failures and humans stay in control of remediation.
Varad Patkar
A WebMCP-native football play designer that helps coaches expose spatial and timing risks, preview tactical fixes, and approve every change before it reaches the playbook.
Gulnoor Cheema
A blog and reading platform that adapts to you. Using WebMCP, browser agents reshape layout, colors, and drafts around how you write and read.
Andrew Gostishchev
Paste a lecture. Video, captions, notes, and the board share one page. ChatGPT sits in the sidebar and writes on that desk — seek, highlight, draw — instead of narrating a screenshot.
Tejesh Kunapareddy
You and an AI agent operate the same board, not a chat window beside it. Graph curves, wire circuits, bond atoms, drop a ball, and it explains how each change, yours or its own, shaped the result.
Toby Seng, Shaan Bose, Dylan Wang
AI changes code fast, but its system impact is hard to see. Our WebMCP-native diagram editor lets agents turn changes into animated architecture and workflow diagrams—reviewed and refined by people.
Dimas Nashiruddin Al Faruq
Human + AI decision workspace powered by WebMCP, where agents research, score, flag conflicts, and propose rankings while humans retain final control.
ANIRBAN ROY
An AI-powered vehicle maintenance assistant that uses WebMCP to let agents read maintenance history, track services, and identify upcoming maintenance directly through the web app.
Brian Wu
A safe agent hunt for unowned abnormal labs inside OpenMRS, with human-confirmed follow-up.
Dr Sithira Ambepitiya
A shared visual workspace where you shape the brief and Codex turns it into polished images—then returns them to your canvas.
Henry Adams
Political purview is a centralized hub for chatting and researching elections, running candidates, the policies they support, and how those policies relate to their donors.
Josh Head