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jngiam1

180 karma · joined June 1, 2014

building stuff to have ai work with tools.

connect at jngiam [at] mintmcp.com

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jngiam1··on Timeline of the OpenAI accidental attack against Hugging Face
What if these models were told to clean up their tracks?
jngiam1··on MCP is dead?
I totally agree, we’ve been working with enterprises and MCP is the defacto way they are using agents with data.
jngiam1··on MCP Hello Page
We build a gateway (MintMCP) and I’d love to connect and exchange notes.

We’re excited about XAA, it will simplify many flows

jngiam1··on Vercel April 2026 security incident
I don't get why everything is not marked as sensitive in env vars by default instead.
jngiam1··on Schedule tasks on the web
MCP tools. We're doing some MCP bundling and giving it here, pretty cool stuff.
jngiam1··on Schedule tasks on the web
This is powerful. Combined with MCPs, you can pretty much automate a ton of work.
jngiam1··on Show HN: GitAgent – An open standard that turns any Git repo into an AI agent
We built a very similar thing! Also with git, very nice- if you’re looking for an enterprise ready version of this, hit me up

Love to discuss and see how we can make this more standard

jngiam1··on Google Workspace CLI
Honestly, easier with MCP straight up: https://gmail.mintmcp.com/ https://gcal.mintmcp.com/ https://gdocs.mintmcp.com/ https://gsheets.mintmcp.com/

(all pass through)

jngiam1··on When does MCP make sense vs CLI?
Exactly. and even if so, how are you going to safe guard tool access?

Imagine your favorite email provider has a CLI for reading and sending email - you're cool with the agent reading, but not sending. What are you going to do? Make 2 API keys? Make N API keys for each possible tool configuration you care about?

MCPs make this problem simple and easy to solve. CLIs don't.

I don't think OpenClaw will last that long without security solved well - and MCPs seem to be obvious solution, but actively rejected by that community.

jngiam1··on When does MCP make sense vs CLI?
I think if you want background agents with sandboxes and well scoped permissions, you want MCP to be your data protocol and security layer.

If you’re vibing and doing the open claw thing without any security concerns; then you’re absolutely right.

jngiam1··on SkillsBench: Benchmarking how well agent skills work across diverse tasks
The Skills I have for Claude are all based on personal preferences and reflects the setup I have going. It's a way to narrow the probability space to the specific set which works really well for me.
jngiam1··on A sane but bull case on Clawdbot / OpenClaw
i've a simple setup with Claude Code and MCPs; and i get real benefits from better task mgmt, email mgmt, calendar, health/food/fitness tracking, working together with claude on tasks (that go into md files).

i don't think we need ClawdBot, but we do need a way to easily interact with the model such that it can create long term memories (likely as files).

jngiam1··on GPT Image 1.5
The mirror test is cool!
jngiam1··on My productivity app is a never-ending .txt file (2020)
Store/ version with git, throw Claude code at it, and it’ll be amazing
jngiam1··on [dead]
Lutra is a native code-mode AI agent that: (a) converts all tools into functions available in a coding environment, (b) uses LLMs to produce code that orchestrates across those tools, (c) has a custom stateless code interpreter to make it all work securely and well.
jngiam1··on What if you don't need MCP at all?
There’s too much rage baiting on the internet now; the headlines that take the extreme position get reshared, while the truth is more in the middle.
jngiam1··on What if you don't need MCP at all?
This is the key. MCP encapsulates tools, auth, instructions.

We always need something for that - and it needs to work for non tech users too

jngiam1··on Benchmarking leading AI agents against Google reCAPTCHA v2
I hypothesize that these AI agents are all likely higher than human performance now.
jngiam1··on Ask HN: What Are You Working On? (Nov 2025)
MCP gateway: https://mintmcp.com

There's an agent monitor which intercepts requests either using a LLM proxy or hooks, that gives you full telemetry into the agents + MCPs used. And a MCP gateway that enables centralized deployment and securing of MCP.

jngiam1··on I've been loving Claude Code on the web
I've been hoping that Claude Code on the Web also works with MCPs; so I can start getting it to do things beyond just coding. It's pretty awesome to use Git as a source of memory/tracking what's going on and pull requests as a way to build in a human-in-the-loop review flow.
jngiam1··on MCP-Scanner – Scan MCP Servers for vulnerabilities
We do have self-hosted options, and are still thinking through OSS strategies. If you've suggestions on that angle, would love to learn / read more.
jngiam1··on MCP-Scanner – Scan MCP Servers for vulnerabilities
+1 many tools can be run stateless / have state in a external db, and we have ways to support running that efficiently as well.
jngiam1··on MCP-Scanner – Scan MCP Servers for vulnerabilities
It's really messy now. ChatGPT in particular makes it really hard; it turns out that Custom GPTs with actions can do pretty well, if you bridge MCP tools into actions; but setting any of these up is a pita.

The LLMs are also really bad at generating correct code for OAuth logic - there are too many conditions there, and the DCR dance is fairly complicated to get right.

Shameless plug: we're building a MCP gateway that takes in any MCP server and we do the heavy lifting to make it compatible with any client on the other end (Claude, ChatGPT - even with custom actions); as a nice bonus it gives you SSO/logs as well. https://mintmcp.com if you're interested.

jngiam1··on Claude Code on the web
I got so used to having Claude Code read some of my MCP tools, and was bummed to see that it couldn't connect to them yet on the web.

Pretty cool though! Will need to use it for some more isolated work/code edits. Claude Code is now my workhorse for a ton of stuff including non-coding work (esp. with the right MCPs)

jngiam1··on Claude Skills are awesome, maybe a bigger deal than MCP
Strong agree here
jngiam1··on Claude Skills are awesome, maybe a bigger deal than MCP
MCPs have a larger impact beyond the terminal - you can use it with ChatGPT, Claude Web, n8n, LibreChat, and it comes with considerations for auth, resources, and now even UI (e.g., apps-sdk from OpenAI is on MCP).

If we're considering primarily coding workflows and CLI-based agents like Claude Code, I think it's true that CLI tools can provide a ton of value. But once we go beyond that to other roles - e.g., CRM work, sales, support, operations, finance; MCP-based tools are going to have a better form factor.

I think Skills go hand-in-hand with MCPs, it's not a competition between the two and they have different purposes.

I am interested though, when the python code in Skills can call MCPs directly via the interpreter... that is the big unlock (something we have tried and found to work really well).

jngiam1··on Customize Claude Code with plugins
Made a marketplace for a secret scanner hook we built: https://github.com/mintmcp/agent-security
jngiam1··on How to stop AI's "lethal trifecta"
I have been thinking that the appropriate solution here is to detect when one of the legs is appearing to be a risk and then cutting it off if so.

You don’t want to have a blanket policy since that makes it no longer useful, but you want to know when something bad is happening.

jngiam1··on Pairing with Claude Code to rebuild my startup's website
I also ask the agent to keep track of what we're working on in a another md file which it save/loads between clears.
jngiam1··on Show HN: An MCP Gateway to block the lethal trifecta
Curious to learn more- have a pointer to it?
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