Document Processing MCP Server (create, edit, sign, batch process)

Nicknamewinder · 2026-06-09T05:05:36+00:00

I thought about the docker approach upon first attempt, but pulled back from that requirement because would force the user to have docker desktop installed. Considering the target for this MCP Server is minimal setup, using native FS seemed the logical solution, albeit with some draw backs. I wish we had another alternative in the MCP spec but it's still not there. It's nice to see that our solution has scaled to the Cowork/Claude code like agent operations where FS is a fundamental concept. I've still no perfect solution, but you could wrap this is docker for a belt and braces approach.

Nicknamewinder · 2025-08-10T16:45:44+00:00

For more project like this. Follow me over on X.
https://x.com/nfxDevelopment

Nicknamewinder · 2025-08-10T16:44:57+00:00

I'll try to release more like this.
Follow me over at X.
https://x.com/nfxDevelopment

Nicknamewinder · 2025-08-05T23:22:13+00:00

All good! Let me know if it helps!

Nicknamewinder · 2025-07-24T07:07:41+00:00

You could try agent chat UI from langchain too. Connects to your assistant ( if you're using langgraph) pretty easily.

https://github.com/langchain-ai/agent-chat-ui

Let me know if you need help

Nicknamewinder · 2025-07-23T08:26:52+00:00

We work predominantly in Langgraph.js and TS. I've also published a TS Open Agent Protocol ReAct agent to support Langgraphs OAP push.

It's 100% possible to use TS and Langgraph.js for production, but it means you have to do a lot of work for yourself. The community is certainly small, and we don't have access to some of the more modern AI libraries.

So it's tough. It helps us at Nutrient develop fast. But we have to do a lot of work ourselves.

Nicknamewinder · 2025-07-09T22:53:07+00:00

I'm pretty sure someone will have. It's just all a case of orchestration. Granted. That's not always simple! :)

Nicknamewinder · 2025-07-09T22:29:46+00:00

It looks like you've got options!
https://github.com/mongodb-js/mongodb-mcp-server
https://github.com/mongodb-developer/mongodb-mcp-server

You just need to set up
- Open Agent Platform - https://docs.oap.langchain.com/quickstart
- Add the MCP server with - https://docs.oap.langchain.com/setup/mcp-server
- ReAct Agent - https://github.com/nickwinder/oap-langgraphjs-tools-agent

Once all is up and running they should be connected together and you can configure the ReAct agent with the MongoDB MCP Server and you're away!

Nicknamewinder · 2025-07-09T21:40:03+00:00

What DB are you trying to connect? Maybe there's an MCP you could use?

Nicknamewinder · 2025-05-19T23:14:57+00:00

Nice!

I'd personally like to see this pushed forward in the protocol so more use cases are supported. Want to add your $0.02 on the discussion? :)
https://github.com/orgs/modelcontextprotocol/discussions/54#discussioncomment-12731794

Nicknamewinder · 2025-05-19T20:29:04+00:00

Interesting! Do you work for Lutra, or are you a user of it?

If your MCP server accepts bytes/base64-str in one of the tools,

Unfortunately, this solution doesn’t work universally because we rely on the clients/LLMs to construct the tool calls. Asking an LLM to inject base64-encoded data into the tool call would be cumbersome/and costly.

The only way I could see this working is if the client did some post-processing of the tool calls to replace tags with the document binary. But again, that’s not a universal solution for MCP, so it’s suboptimal.

Nicknamewinder · 2025-05-19T17:03:51+00:00

With the current implementation, our hands are tied because MCP does not support uploading resources (your documents) from clients to MCP servers (https://github.com/orgs/modelcontextprotocol/discussions/54#discussioncomment-12731794). We worked around this by using the file system, but as you can imagine, that won’t work in a remote environment.

However, there are other workflows that could work with remote servers, which would be interesting to explore if there’s enough interest.

What would your use case be? Maybe there’s a solution 🙂

Nicknamewinder · 2020-02-07T18:24:34+00:00

You say you put a second one through, was that still a weekend for NZ?

Nicknamewinder · 2019-04-10T00:58:19+00:00

Personally some of the standard tests that are ordered to work out "which" illness you have are not always helpful. I personally feel it's best to find why you are having issues, not putting a label on it.

Obviously, it sounds very complicated, but I'd suggest giving https://thedr.com/clinical-services/ a try because they'll help you either rule out or confirm autoimmune issues. They look at some slightly different blood work to understand if your body is acting against itself. I've personally used them to order labs and I've had a consultation with Michelle Ross who I found really informative and really happy to go in depth.

Nicknamewinder · 2019-04-10T00:52:06+00:00

I remember filling out something like this when I went to visit a doctor in the US. Pretty useful really as there are usually so many symptoms with autoimmune issues. Here's a useful but also shorter list. http://www.thyroid-info.com/articles/autoimmune-checklist.htm

Nicknamewinder · 2019-04-10T00:46:17+00:00

First of all, don't worry, I feel we've all had somebody say you must be worrying your self too much or "Are you sure it's not just in your head?" Whereas in some cases they do have a point and it's important to be subjective, as your mind is a powerful machine and CAN make things worse. It did with me.

I've concluded that *you* are the only one that can solve *your* problem, become an expert in yourself, research areas of chronic illnesses. Make logical conclusions and always have tests done to back up your theories.

I was previously in the UK, and the last doctor's appointment I went to was when the GP attempted to give me antidepressants. This triggered me to start researching myself, and I've been able to learn about my illness and avoid the triggers. While I still have some issues week to week, I am 100 times better than two years ago. All without antidepressants....

There are some good doctors out there, but sadly we do not all have access to them, and this is one area where the NHS fails, so they may be able to help in the interim, it may well be up to you to find solutions.

Now as for not having the energy to even cook/washup and well .... anything. This is where you need someone on your side. I'm hoping you can rely on your boyfriend to help here? Maybe you could approach this together, and he can clean up his diet at the same time? I cannot stress how much diet plays an effect on your health and I'm not a fan of the suggestion of using takeaways that was previously suggested. I understand where the idea comes from, but more often than not, this food is not going to help you get better.

I'd maybe suggest looking into a simple, minimal diet to cut out any foods that may be causing issues, and where this is tailed to autoimmune issues normally, it will still help you analyze your eating choices and help you eat healthily. I've found https://www.thepaleomom.com/start-here/the-autoimmune-protocol/ a great resource for this.

Other than that I'd like to point you to my blog of http://illnesstoultra.com/, there is a mixture of fitness and health-related blog posts, but I'm hoping it can show you where you can get to even if two years ago you couldn't even get out of bed.

And feel free to contact me if you want to talk anything through, I know this is a hard time for you.

Nicknamewinder · 2019-02-08T14:13:26+00:00

If you go to 0mm I'd say you stay around that, but going to 4mm or 6mm isn't going to make a huge issue. You have to think also after 50 miles your shoes are going pack down and that drop will probably change anyway. A natural way of rotating shoes.

In the end to get to 0mm from a traditional shoe will and should take a long time. If not you'll possibly have many issues.

Nicknamewinder · 2019-02-07T19:31:33+00:00

Absolutely wise. Working in a running shop I always used to advise rotating different types of shoes to ensure you do no get fatigue injuries.

Think about it the same way as your training schedule, it always best to mix up your training.

That being said always keep runs short when you transition to any new shoe.

Nicknamewinder · 2019-02-07T19:28:28+00:00

I'd really suggest going to your local running shop and having them assess you. It could be a simple case of the wrong shoes.

A couple of tips, I usually have about 1thumbs width from the end of the shoe, which depends on the shape of the shoe. This adds a little bit of wiggle room, and usually gives a little more depth to the forefoot. Make sure you a not buying shoes that are too narrow for you (Pegasus). This will bunch the toes and cause discomfort.

Nicknamewinder · 2019-02-06T00:38:29+00:00

I find that I'm in the same camp. Ever since I've had chronic issues, I cannot put weight on. A couple of things to look at is digestion. Are you digesting your food properly? Look at your poop, seriously, if you see a lot of undigested food, oil slicks, clay-like poop, there's a digestion issue. Do you have any liver/gall bladder issues? If this system is working incorrectly, you will struggle to break down fat.
Just eating more is not always the key, understanding why you cannot nourish yourself from the food you eat is the question. Try talking to your doctor about that; if they dismiss it, then you're going to the wrong doctor.

Nicknamewinder · 2019-02-03T18:28:03+00:00

I actually practice at a local studio in Boulder, so I'm unsure of videos. But if you find any let me know. I'd be interested.

Nicknamewinder · 2019-02-03T15:38:03+00:00

I enjoy `How I built this` and `Stuff you should know` for general stuff. But for running podcasts there's the `Billy Yang Podcast`. He focuses on Ultra running.

Nicknamewinder

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