PHI
Sync
PHI
Startup Intelligence
Markets
  • Signal Feed
  • All Startups
  • Live Launches
  • Breakout Momentum
  • Opportunity Radar
  • Categories
  • Founders
  • Revenue
  • Cross-platform
Intelligence
  • Ask Market
  • Signature Index
  • Insights
  • Trend Genome
  • Analytics
Lab
  • Tagline Lab
  • Smart Search
Yours
  • Watchlist
  • Alerts
  • Search
Sync now
PHI
Startup Intelligence
Markets
  • Signal Feed
  • All Startups
  • Live Launches
  • Breakout Momentum
  • Opportunity Radar
  • Categories
  • Founders
  • Revenue
  • Cross-platform
Intelligence
  • Ask Market
  • Signature Index
  • Insights
  • Trend Genome
  • Analytics
Lab
  • Tagline Lab
  • Smart Search
Yours
  • Watchlist
  • Alerts
  • Search
/
11,067 products · 19,805 snapshots
API to MCP

API to MCP

#5 today

Turn any API into an MCP server for AI agents

Launched 1mo agoProduct Hunt Website
Votes
174
Comments
26

What this means

2.5×Growing 2.5× faster than the typical AI Agents launch.
Compared to 19 AI Agents launches at the same age.
41%Mid-tier finish likely.
Projecting 174 votes by end of day-1.
-35%Category cooling: Developer Tools.
Launches down 35% week-over-week.
15Founder Conviction Index: 15 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability
41%
today
Projected end-of-day votes
174range 131–235
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
2.5×
19 AI Agents launches

About

API To MCP turns REST, GraphQL, SaaS, and internal business APIs into hosted MCP servers that AI agents can use in minutes. Build visually from the dashboard, or let an AI agent create, test, and deploy tools from API docs. End users can connect live MCP servers to ChatGPT, Claude, Codex, Cursor, VS Code, Antigravity, or custom agents with OAuth, secure auth, workflows, and forkable snapshots.

AI Summary

API to MCP transforms various types of APIs into hosted MCP servers for AI agents, enabling quick deployment and integration. Users can build and manage these servers through a dashboard or allow AI agents to automate the process, with support for secure authentication and workflows.

Vote & comment velocity

Scores

Velocity0.0
Vote pace vs avg
Momentum0.0
Sustained over 6h
Virality0.0
Spread × engagement
Engagement29.9
Comments per vote

Founders

AKuDanh
@akudanh
rep 31
AKuDanh
@akudanh · hunter

Topics

SaaSDeveloper ToolsAPI