Actual performance
306upvotes
37comments
Made the leaderboard
Traction signals
Makers1
Launch Intel predictions
Analyze your own launch →
BetaListSuited for BetaList early-adopters · Missing: web3, chat, crypto89%89% predicted probability of success on BetaList, based on ML models trained on real launch data.
best fitHighest predicted score across all platforms for this description.
Product HuntOn track for Day 1 leaderboard · Strong signals: mcp · Missing: mac, agents, macos82%82% predicted probability of success on Product Hunt, based on ML models trained on real launch data.
nativeThis product was originally launched on this platform.
TrustMRRFits verified-revenue profile · Missing: mobile apps, ios, personal54%54% predicted probability of success on TrustMRR, based on ML models trained on real launch data.
Hacker NewsStrong engagement from HN community · Missing: https docs, excited, just released51%51% predicted probability of success on Hacker News, based on ML models trained on real launch data.
AppSumoMay struggle as an AppSumo deal · Missing: plus, platform, intuitive22%22% predicted probability of success on AppSumo, based on ML models trained on real launch data.
Acquire.comPre-revenue stage for this audience · Missing: arr, mrr, revenue22%22% predicted probability of success on Acquire.com, based on ML models trained on real launch data.
Indie HackersIH features products with proven revenue · Missing: supports, reddit linkedin, podcasting8%8% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.
Correct prediction on native model
Similar products
MCPForge18%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Turn OpenAPI Specs Into Hosted MCP Servers
Indie Hackers1aiSp
SpecToMCP – Generate MCP servers from API specifications40%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
SpecToMCP – Generate MCP servers from API specifications
Hacker News2Re
Representing Agents as MCP Servers49%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Representing Agents as MCP Servers
Hacker News58Na
Nanobot – Turn MCP servers into full AI agents51%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Nanobot – Turn MCP servers into full AI agents
Hacker News24
doQment88%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Turn websites into ephemeral MCP servers! From docs, to code
Product Hunt+107SaaSCh
Chat with 1000s of MCP servers31%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Chat with 1000s of MCP servers
Hacker News3Gu
GuardiAgent – Sandboxing / permission model for MCP servers42%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
GuardiAgent – Sandboxing / permission model for MCP servers
Hacker News9
MCP_75%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
MCP Servers, in one place
Product Hunt+8Mc
Mcploitable – Vulnerable MCP Servers for the OWASP Agentic Top26%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Mcploitable – Vulnerable MCP Servers for the OWASP Agentic Top
Hacker News3Fa
Fast MCP – A Ruby gem to create MCP servers35%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.
Fast MCP – A Ruby gem to create MCP servers
Hacker News2