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997 products · 4,337 snapshots
Buddy AI Access (MCP)

Buddy AI Access (MCP)

Strong signal

Your agent needs more than your repo

Launched 9h ago
Signal
66
Velocity
0

What this means

+100%Launching in a 100% WoW growing category.
Developer Tools had 175 launches this week vs 0 last.
17Founder Conviction Index: 17 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
20%
today
Projected end-of-day votes
87range 65–117
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
1.1×
6 AI Agents launches

About

Give AI agents secure access to your infrastructure and workflow. With Buddy MCP agents can run pipelines, inspect logs, deploy apps, create sandboxes, publish artifacts and manage domains. Control exactly what they can access with workspace permissions and tool scopes. Works with Claude Code, Cursor, Codex, Copilot and other MCP clients.

AI Summary

Buddy AI Access (MCP) enables AI agents to securely interact with infrastructure and workflows, allowing them to run pipelines, inspect logs, and manage deployments. It offers granular control over access permissions and is compatible with various AI coding assistants.

Attention & discussion velocity

Performance

Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement21
Discussion per unit of attention

Editorial read

Scored deterministically. Only candidates that fire a story trigger are sent to a model, so this one has no written angle.

ThinLittle evidence and no strong angle. Nothing to build on yet.
125/8
Timeliness5%100
carried 7%
Trend20%50
carried 27%
Business15%11
carried 20%
Novelty15%10
carried 20%
Story20%0
carried 27%
Not measured · 3 of 8
Revenue10%—
Founder10%—
Cross-platform5%—

Gaps in our data, not findings about the product. Their weight is redistributed across the 5 we did measure.

measuredmeasured, zeronot measured
Full audit →

Signal sources

3 of 6 active
  • Launch tracking2 readings since we picked it up
  • AI analysisAI Agents
  • Comment intelligencethread not yet analysed
  • Outside discussionnot checked — domain is a storefront or shared
  • Revenue signalsno match on this domain
  • Editorial scoring23% evidence coverage

A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.

Founders

Raphael Pilch
Raphael Pilch
@raphael_pilch
rep 23
Rafal Sztwiorok
@sztwiorok · hunter

Topics

Developer ToolsArtificial IntelligenceDevelopment