MCPForge

MCPForge

Indie Hackers

Turn OpenAPI Specs Into Hosted MCP Servers

I built MCPForge because I kept running into the same problem. Most companies already have OpenAPI specifications for their APIs, but exposing those APIs to AI agents still requires building and maintaining

Share card

Actual performance

1followers
Did not reach leaderboard

Launch Intel predictions

Analyze your own launch →
Product HuntOn track for Day 1 leaderboard · Strong signals: agents, agent, mcp · Missing: mac, macos, cursor
88%88% predicted probability of success on Product Hunt, based on ML models trained on real launch data.
best fitHighest predicted score across all platforms for this description.
Hacker NewsMay not resonate with HN audience · Strong signals: io · Missing: https docs, excited, just released
48%48% predicted probability of success on Hacker News, based on ML models trained on real launch data.
TrustMRRLess likely to generate early MRR · Missing: mobile apps, ios, personal
44%44% predicted probability of success on TrustMRR, based on ML models trained on real launch data.
Acquire.comPre-revenue stage for this audience · Missing: arr, mrr, revenue
31%31% predicted probability of success on Acquire.com, based on ML models trained on real launch data.
AppSumoMay struggle as an AppSumo deal · Strong signals: host · Missing: plus, platform, intuitive
24%24% predicted probability of success on AppSumo, based on ML models trained on real launch data.
Indie HackersIH features products with proven revenue · Missing: supports, reddit linkedin, podcasting
23%23% predicted probability of success on Indie Hackers, based on ML models trained on real launch data.
nativeThis product was originally launched on this platform.
BetaListMay not resonate with beta-testers · Missing: web3, chat, crypto
4%4% predicted probability of success on BetaList, based on ML models trained on real launch data.

Correct prediction on native model

Similar products

Cortex
Cortex82%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

Turn API specs into docs, SDKs, and MCP servers

Product Hunt+306API
Gu
GuMCP – Open-source MCP servers, hosted for free59%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

GuMCP – Open-source MCP servers, hosted for free

Hacker News79
Re
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 News58
Na
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
Ch
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 News3
Gu
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_
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+8
Mc
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 News3
Fa
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
MCP Servers Directory
MCP Servers Directory36%Launch Intel prediction score: how likely this product is to succeed on its source platform, based on its name, tagline, and description.

MCP Servers Directory

Indie Hackers1ai