Crom’s Research Desk: WebMCP-Powered Agentic Publishing
An end-to-end WebMCP workspace where humans and agents search, compare, draft, and publish together through one visible webpage—no separate MCP server required.
Aggregate36
Leverage10
Execution9
Impact8
Creativity9
Each criterion 1–10, equally weighted; aggregate is their sum. Ranking is the pipeline's consolidated output.
Origin, access model, eligibility, and substitution are reviewer diagnostics, not judging criteria. Authentication requirements are not penalized.
02 The two blind reviews
Two independent reviewers scored this project blind, from a sanitized evidence packet.
Scores are shown separately so the reasoning stays inspectable. A withheld score means the reviewers differed by more than two points.
Reviewer A (round 1)
confidence 72%
Leverage
9 /10
Structured research, drafting, and publication tools operate on the same visible workspace and consequential state; pixel-driving would be substantially less reliable.
Evidence cited
Pitch and about text describe shared sources, draft, session, and publication state.
Agent can search archive, read reviews, pin sources, prepare/revise a paper, and publish through the real pipeline.
Execution
7 /10
The described end-to-end workflow is coherent and the Devpost packaging is substantial, but no submitted video frames were available as direct product-motion proof.
Evidence cited
Public repo and live demo are reported.
About text specifies a complete research-to-submission workflow and visible updates.
Impact
8 /10
Researchers and writers have a concrete need for traceable literature synthesis and collaborative drafting; the shared workflow plausibly reduces agent opacity.
Evidence cited
Product targets literature review and publishing.
Real moderation and five-model peer-review submission pipeline is claimed.
Creativity
8 /10
The visible human-agent research desk combines literature review, shared editing, and actual publication consequences in a memorable way.
Evidence cited
Concept explicitly reframes the agent from a separate conversation into a co-present publishing workspace.
Reviewer B (round 2)
confidence 81%
Leverage
9 /10
WebMCP joins structured research, visible shared draft state, human revision, and real publication consequences in one page; generic UI driving would be materially less reliable and auditable.
Evidence cited
About text lists tools for archive search, complete papers/reviews, pinning, comparison, drafting, revision, and publication.
Every action updates the interface while the agent receives structured results.
Publication enters an existing moderation and five-model review pipeline.
Execution
8 /10
The packet describes an unusually complete end-to-end workflow with visible states and real consequences; no video is submitted, so the score remains claimed rather than observed.
Evidence cited
Architecture and UI labels include Draft in full view, Research Together, Publish for real, and Published result.
Description covers search through publication and human retention of understandable state.
Impact
8 /10
Researchers and writers need source comparison, review-aware drafting, and accountable publication; the workflow addresses the entire process rather than only generation.
Evidence cited
Searches accepted/rejected papers and tribunal reviews.
Human can revise the draft and publication is moderated and peer-reviewed.
Creativity
8 /10
The shared visible research desk and real publication pipeline are a fresh, ambitious interaction model for human-agent scholarship and publishing.
Evidence cited
Reframes agent research from an invisible chat into a shared workspace with source pins, draft state, and consequences.
03 Review highlights
Standouts across reviewers
Consequential publish action remains in the same human-visible workflow.
End-to-end state continuity from research to real publication.
Human remains in the loop without reverting to chat-only collaboration.
Red flags
No video frame sheets submitted; end-to-end claims rely on text and packaging.
No video frames or transcript; claimed live publication path is not visually verified in this packet.
04 Evidence
What each artifact proves is labeled on the artifact itself. A Devpost page capture is packaging evidence, not proof the product runs;
video frames are evidence from the submitted demo, not live verification.
Contact sheets from the ?s video the team submitted. This is what reviewers were shown;
it demonstrates the product in motion but is not independent verification.
· watch the original
EX-V1 Sheet 1 of 3 · reported video evidenceEX-V2 Sheet 2 of 3 · reported video evidenceEX-V3 Sheet 3 of 3 · reported video evidence
