PHI
Startup Intelligence
Markets
  • Signal Feed
  • Startups
  • Categories
  • Founders
  • Revenue
  • Beyond the launch
Intelligence
  • Content Desk
  • Editorial QA
  • Ask Market
  • Signature Index
  • Trends
Lab
  • Metric Bench
  • Tagline Lab
  • Smart Search
Yours
  • Watchlist
  • Alerts
  • Search
PHI
Sync
PHI
Startup Intelligence
Markets
  • Signal Feed
  • Startups
  • Categories
  • Founders
  • Revenue
  • Beyond the launch
Intelligence
  • Content Desk
  • Editorial QA
  • Ask Market
  • Signature Index
  • Trends
Lab
  • Metric Bench
  • Tagline Lab
  • Smart Search
Yours
  • Watchlist
  • Alerts
  • Search
Sync now
/
17,045 products · 82,562 snapshots
Buddy AI Access (MCP)

Buddy AI Access (MCP)

Strong signal

Your agent needs more than your repo

Launched 1mo ago
Signal
71
Velocity
0

What this means

Decaying
Vote pace down to 0% of launch speed.
+50%Launching in a 50% WoW growing category.
Development had 12 launches this week vs 8 last.
19Founder Conviction Index: 19 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
11%
today
Projected end-of-day votes
103range 77–139
Trajectory
decaying
Vote pace down to 0% of launch speed.

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
Engagement29
Discussion per unit of attention

Signal sources

2 of 6 active
  • Launch tracking9 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 scoringbelow the signal threshold for this pass

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 24
Rafal Sztwiorok
@sztwiorok · hunter

Topics

Developer ToolsArtificial IntelligenceDevelopment