AppFactor is a native end-to-end agentic orchestration tool that automates software maintenance and modernization at scale. MCP Bridge is live soon.
Joined October 2024
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π Friends!
β°Just 12 hours left to vote for your favorite developer tool at DevHunt.
18 amazing devtools are competing for the "Tool of The Week" title π₯
Finalists :
β MCP Bridge by @appfactorio
β @TryPricePush
β Auriko.ai
β @TinyHumansAi
β Image DPI Converter by @miao8845
Your vote is important, so don't miss out!
β devhunt.org
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ππ Winners of the last week's DevHunt!π
Our top 3 champs are:
1β£π₯MCP Bridge by @appfactorio β best Dev Tool of the week!!!
βΆοΈ devhunt.org/tool/mcp-bridge
2β£ @TryPricePush π₯
βΆοΈ devhunt.org/tool/pricepush
3β£ Auriko.ai π₯
βΆοΈ devhunt.org/tool/auriko
Keep up the great work, everyone! π
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AppFactor.io retweeted
May 29
π MCP Bridge is live on @ProductHunt today.
Every team building production agents hits the same wall: a custom MCP server per API.
We built MCP Bridge to remove that. REST, GraphQL, SOAP, gRPC β agent-ready tools. Self-hosted. Rust.
Support us here β¬οΈ producthunt.com/products/mcpβ¦
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AppFactor.io retweeted
Feb 5
Investment News:
AppFactor secures Β£2.9 million Seed Investment led by Tensor Ventures!
Congratulations to Keith Neilson, Gabriel Ciuloaica and the entire team on the investment.
Full press release here: uktechnews.info/2026/02/05/aβ¦
#UKTechInvestmentNews #Investment #Deallite
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AppFactor.io retweeted
May 29
my friends at @appfactorio just launched MCP Bridge on @ProductHunt. congrats!
support them with an upvote here: producthunt.com/products/mcpβ¦
May 29
π MCP Bridge is live on @ProductHunt today.
Every team building production agents hits the same wall: a custom MCP server per API.
We built MCP Bridge to remove that. REST, GraphQL, SOAP, gRPC β agent-ready tools. Self-hosted. Rust.
Support us here β¬οΈ producthunt.com/products/mcpβ¦
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β¨ MCP Bridge by @appfactorio automatically converts APIs into MCP-compatible tools for AI agents without manual integration work.
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AppFactor.io retweeted
May 29
MCP Bridge by Appfactor: Connect any API to any AI agent by @appfactorio producthunt.com/products/mcpβ¦
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AppFactor.io retweeted
May 28
MCP Bridge by @appfactorio
> Docker pull MCP Bridge
> Point it to any REST/GraphQL API
> Your MCP tools are ready!
With auth, rate limiting, and response processing.
Available - mcp-bridge.ai/?ref=microlaunβ¦
Your LLM agents can now consume any API.
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May 28
Three production realities every agent stack hits:
β LLMs retry the same call 8 times in 2 seconds when a response isn't what they expected
β No enterprise API portfolio shares a single auth scheme
β Retry logic is correct until it isn't. The cases that bite are the ones that look like success.
How MCP Bridge handles all 3ππ½
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May 28
Observability: @opentelemetry. Export to @datadoghq, @grafana, @honeycombio, your own collector. Per-call traces include token cost, so "which tool is costing me the most in inference" is answerable without instrumenting the agent.
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May 28
Production-ready isn't a feature you add at the end. It's a shape you carry through every decision.
appfactor.io/blog/mcp-bridgeβ¦
PH launch tomorrow π
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MCP Bridge: Connect any API to any AI agent
betalist.com/startups/mcp-brβ¦
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18 competitors this week on DevHunt:
β Image DPI Converter
β Skywork Ai
β Datadget
β DevTutor
β ToolRef
β Ridiculousness
β InfraPilot
β Auriko
β TinyHumans
β Browser Cloud
β BLAZED sh
β DevHelper
β Thumbs Ai
β Wondershare Filmora
β MCP Bridge
β VibeBot
β ONLYOFFICE Docs Developer
β PricePush
βββ
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May 28
getProcInfo3 β get_customer_account_details
Same tool. The new name lives only in the discovery layer, the agent still calls the original API. The rename happened without anyone touching the source code. Here's how ππ½
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May 28
Realization: the function name was never the signal.
The response shape is.
{
"custId": "C-44218",
"billingAddress": { ... },
"accountStatus": "active",
"primaryContact": { ... }, "assignedManager": "..."
}
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May 28
AI Enrichment in MCP Bridge:
β Reads the response type (WSDL for SOAP, OpenAPI for REST, captured sample for opaque APIs)
β LLM generates a name description from the response fields
β New version lives in the discovery layer only
β Original schema preserved, agent still calls the real API
appfactor.io/blog/how-we-madβ¦
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