webmcp/analysis

WebMCP analysis · visual field guide

Explore the field

Read the score, then the reason — and then the shape of the whole field.

01 Leverage vs Execution

Each dot is a submission (2,500). Tap or click any dot to open its project. Coral rings mark disagreement rows; gray depth encodes category (legend below).

02 Score distributions

03 Runtime verification

Verification is evidence labeling, not points: it raises confidence in the leverage read, never the score itself.

04 Category leaders

Top three by final rank within each category of at least eight projects. Categories frame the field; they never adjusted any score.

dev-tool · 412

  1. Physical AI WebMCP Command Center #1 · 38
  2. Incident Command #4 · 38
  3. Ops Co-pilot #15 · 37

productivity · 322

  1. Mace #7 · 37.5
  2. Ingram Sheets #14 · 37
  3. Paper Trail #27 · 37

business-crm · 249

  1. Paris ICC #17 · 37
  2. E-ternal × WebMCP #38 · 36
  3. ExceptionOSMCP #40 · 36

creative-art · 246

  1. Alza #3 · 38
  2. Floortris #13 · 37
  3. RoomCraft #19 · 37

commerce · 214

  1. Handrail #2 · 38
  2. OpenDeal #57 · 36
  3. Receipts — the trust layer for agentic commerce #60 · 36

agent-infra · 189

  1. Grenz: a policy layer for WebMCP #6 · 38
  2. AGENT CONTROL PLANE #10 · 37
  3. Verified Mission Control #23 · 37

game · 139

  1. Gridfall #28 · 37
  2. Semantic City — Shared-World WebMCP Simulator #48 · 36
  3. Gates of Galloo #70 · 36

education · 134

  1. TRACE #30 · 37
  2. 0x1 Expedition Vault #187 · 35
  3. Cursus #199 · 35

research · 125

  1. Crom’s Research Desk: WebMCP-Powered Agentic Publishing #43 · 36
  2. SeqCraft #61 · 36
  3. Living Evidence #79 · 36

health · 113

  1. PaperVeil #5 · 38
  2. Pillbox #8 · 37.5
  3. Substrate #9 · 37.5

travel-maps · 94

  1. FlightSweeper #12 · 37
  2. Spatialize #36 · 36.5
  3. Astrail: AI-native trip planner powered by WebMCP #85 · 36

finance · 74

  1. Peira #37 · 36.5
  2. Ringlight #100 · 36
  3. SpendGate #127 · 35

data-viz · 66

  1. Investigation Canvas #54 · 36
  2. Match Room: Football’s Shared Language #77 · 36
  3. Sift #80 · 36

music-audio · 58

  1. ROUGH//CUT #20 · 37
  2. Beat.Z #183 · 35
  3. Duet #313 · 34

social · 38

  1. Relay #329 · 34
  2. Glimpse AI #397 · 34
  3. CoHabby Living #489 · 34

other · 14

  1. REPLAY #237 · 35
  2. Pip The Mug #262 · 34.5
  3. Project Grapevine - Human-Agent Disaster Response #529 · 33.5

writing · 13

  1. Evidence Workspace #665 · 33
  2. Commonplace #891 · 32
  3. Lemma #1238 · 31