Pyfile LLM & Data API

Name: Pyfile LLM & Data API
Author: pyfile-toolkit

by pyfile-toolkitversion 1.0.0i★ 0iRuns in the cloud

Registry nameio.github.pyfile-toolkit/pyfile-llm

How to install

What it does

Pay-per-call LLM chat plus data tools: DNS, crypto, Base gas, Wikipedia. x402 USDC or Lightning.

Connects Runs in the cloud
Account or key No key needed
Category Search & AI memory

Install

Pick the AI app you use, then copy the settings.

Passed 4/5 checks · What you ask goes through the maker’s server (pyfile-agent.taile3ff35.ts.net) · ✓ Commands checked Nov 13, 2026

First: which AI do you use?

ClaudeWeb · app · phoneChatGPTWebClaude CodeTerminalCursorCode editorVS CodeCode editorOtherOther apps

Pick your app and the steps appear below.

Works with Claude · about 2 min

No key, nothing to install · Set it up once on claude.ai or the desktop app, then use it in chat · free accounts can add 1 · on Team/Enterprise an Owner adds it

Open Claude’s Connectors page
CustomizeConnectors
Done
Click “Add” → “Custom” → “Web” and fill in these 2 fields
Copy each value into the field with the same name in Claude, then click Continue
Name · NamePyfile LLM & Data API
Remote MCP server URL · Addresshttps://pyfile-agent.taile3ff35.ts.net:8443/mcp
Click Continue past the sign-in settings Claude detected · under Authentication choose what the maker says (Sign in now, Sign in when needed or No sign in), then click Add
Done
Turn it on in a chat
+ConnectorsPyfile LLM & Data API
Done
Try it
Use Pyfile LLM & Data API and tell me what you can do for me, then show me one thing
✓ If Claude says it is using Pyfile LLM & Data API or shows a Pyfile LLM & Data API tool in the answer, you are connected

Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Works with ChatGPT, depending on your plan

Full MCP: ChatGPT Business, Enterprise or Edu on the web · Pro: connects with read/fetch permissions, so tools that change data may not work · Plus: not confirmed in OpenAI’s docs; if you see an add-custom-MCP option on the Plugins page you can try these steps · web only

Open ChatGPT’s add-MCP page on the web
Plugins+Add custom MCP server
Done
Fill in the name and address
Enter a name, paste the address under Connection, tick the risk warning and click Create as a plugin
Name · NamePyfile LLM & Data API
Connection · Addresshttps://pyfile-agent.taile3ff35.ts.net:8443/mcp
Done
Pick Pyfile LLM & Data API in a chat
Start a new chat and pick Pyfile LLM & Data API from your plugins before typing
Done
Try it
Use Pyfile LLM & Data API and tell me what you can do for me, then show me one thing
✓ If ChatGPT says it is using Pyfile LLM & Data API or shows a Pyfile LLM & Data API tool in the answer, you are connected

Menu names checked against OpenAI’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Works with Claude Code · about 2 min

No key, nothing to install

Open Terminal
Mac: press Command+Space and type Terminal · Windows: open PowerShell
Done

Paste this command and press Enter

claude mcp add --transport http --scope user pyfile-llm https://pyfile-agent.taile3ff35.ts.net:8443/mcp

Done

Type /mcp in Claude Code
You should see Pyfile LLM & Data API listed as connected
Done
Try it
Use Pyfile LLM & Data API and tell me what you can do for me, then show me one thing
✓ If Claude Code says it is using Pyfile LLM & Data API or shows a Pyfile LLM & Data API tool in the answer, you are connected

Menu names checked against Anthropic’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Works with Cursor · about 2 min

No key, nothing to install

Click this button to open Cursor
Open in Cursor
Cursor asks you to confirm; click Install
Done
Open the AI chat in Cursor in Agent mode
Done
Try it
Use Pyfile LLM & Data API and tell me what you can do for me, then show me one thing
✓ If Cursor says it is using Pyfile LLM & Data API or shows a Pyfile LLM & Data API tool in the answer, you are connected

Menu names checked against Cursor’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Works with VS Code · about 2 min

No key, nothing to install

Click this button to open VS Code
Open in VS Code
VS Code asks you to confirm; click Install
Done
Open the AI chat in VS Code in Agent mode
Done
Try it
Use Pyfile LLM & Data API and tell me what you can do for me, then show me one thing
✓ If VS Code says it is using Pyfile LLM & Data API or shows a Pyfile LLM & Data API tool in the answer, you are connected

Menu names checked against VS Code’s help page on Nov 11, 2026 · your screen may differ slightly by app version

Other apps that use MCP, such as Windsurf, Zed or Gemini CLI, each add servers differently. See how in the app list.

See every app that uses MCP →

Address for apps that connect over the web

Addresshttps://pyfile-agent.taile3ff35.ts.net:8443/mcp

JSON settings are under “For developers” below

Stuck? Ask people who use Pyfile LLM & Data API💬 Discussion →

For developers: Terminal commands and JSON settings

Over the web

Claude Code

claude mcp add --transport http --scope user pyfile-llm https://pyfile-agent.taile3ff35.ts.net:8443/mcp

Cursor (~/.cursor/mcp.json)

{
  "mcpServers": {
    "pyfile-llm": {
      "url": "https://pyfile-agent.taile3ff35.ts.net:8443/mcp"
    }
  }
}

VS Code (mcp.json)

{
  "servers": {
    "pyfile-llm": {
      "type": "http",
      "url": "https://pyfile-agent.taile3ff35.ts.net:8443/mcp"
    }
  }
}

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

At a glance

GitHub stars i: 0
Downloads per weeki: Not on npm/PyPI
Licence i: No licence stated
Connection: Runs in the cloud
Transport: streamable-http
Latest versioni: 1.0.0
Categoryi: Search & AI memory
Published to registryi: Sep 10, 2026
Code last changedi: Sep 23, 2026
Maker: pyfile-toolkit
Repo: pyfile-toolkit/l402-llm-mcp
Website: github.com
Registry status: Active

Which apps can use it

Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.

Connect over the internet in

Claude ChatGPT Goose LM Studio Msty Studio Cherry Studio Cursor VS Code + GitHub Copilot Visual Studio Windsurf (Devin Desktop)Zed Kiro Cline Continue JetBrains AI Assistant Claude Code Codex CLI Gemini CLI OpenCode nodecode Warp LibreChat Open WebUI Raycast

All apps, with pros and cons →

What it can do

Tool names and descriptions exactly as the server reported them on Nov 9, 2026. The maker wrote them, not us; we show them as plain text.

chat
Ask an LLM a question. Returns a text completion.
dns_lookup
Resolve a DNS record (A, AAAA, MX, TXT, NS).
crypto_price
Current USD prices for one or more coins (CoinGecko ids, comma-separated).
base_gas
Current Base L2 gas price in wei and gwei.
wikipedia_summary
Short summary of a Wikipedia article by title.
brief
Composite analyst brief: gathers live market facts (crypto prices, DeFi yields, Base block height) and returns an LLM-written brief with headline, key points, and a take. Requires a Bearer key.
web_read
Fetch any public web page and return its main readable content as clean Markdown (nav/ads stripped) for RAG and agent pipelines.
ofac_sanctions_search
Search the US Treasury OFAC SDN sanctions list by entity name (KYB/AML screening).
fda_lookup
US FDA open data: drug adverse events, drug/food/device recalls, drug labels.
kyb_screening
Composite counterparty due-diligence: OFAC SDN sanctions screening + GLEIF LEI + SEC EDGAR in one call. Requires a Bearer key.
enrich
One-call domain/company enrichment: DNS A records + certificate transparency names + GLEIF LEI + OFAC SDN + web snapshot, with an aggregate risk_summary. Requires a Bearer key.
fair_draw
Provably-fair random integer from a committed seed (commit-reveal). Use for verifiable winner selection, raffles and allocations. Reveal the seed afterwards so anyone can reproduce the result.
fair_pick
Provably-fair selection of one winner from a list of candidates. For bounties with a single prize.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 13, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account pyfile-toolkit, which owns the repo
✓ Pass
Still maintained
Code last changed 2 months ago
✕ Fail
Has a licence
No licence file found in the repo
✓ Pass
Endpoint responds
Responded in 468 ms (HTTP 200)
– Not applicable
Sign-in with OAuth
No sign-in needed
✓ Pass
No hidden instructions in tool descriptions
Read 13 tool descriptions and found no hidden instructions to the AI

Discussion

Ask, share a tip or report that it does not work. Sorted by what people marked helpful.

No posts yet. Be the first to ask or share.

Posts here are written by users, not the PopNx team.

User reviews

No reviews yet

Compared with others in Search & AI memoryi

More stars than 0% of the other 6046 servers in this category
Published to the registry more recently than 38% of the other 6046 servers in this category
Basic checks equal to or better than 57% of the other 6046 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Pyfile LLM & Data API safe?

It passed 4 of 5 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed 2 months ago, and the latest version (1.0.0) reached the registry 2 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT on the web (full MCP on Business and above; Pro read-only).

What can I use instead?

In the same category: Context7, Codebase Memory, Ruflo

Others in the same category

Servers in the same category from other makers, sorted by stars.

Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

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Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

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Ruflo

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Runs on your computer

Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

l402-llm-mcp

Pay-per-query LLM access over Lightning (L402), exposed as an MCP server.

Website: pyfile-toolkit.github.io — overview, pricing and discovery across x402, Lightning (L402) and Nano.

What it is

A single Node.js server that serves two things:

MCP endpoint POST /mcp (streamable HTTP, tool: chat)
OpenAI-compatible POST /v1/chat/completions

Payment is enforced by the L402 protocol: every request returns a Lightning invoice (10 sats short, 50 sats long). Models are proxied to a free LLM backend (gemini-3.6-flash, gpt-oss-120b).

Endpoints

Path	Method	Price	Description
`/mcp`	POST	10 sats	MCP streamable-HTTP, tool `chat`
`/v1/chat/completions`	POST	10-50 sats	OpenAI-compatible chat
`/v1/models`	GET	free	model list
`/.well-known/l402.json`	GET	free	L402 manifest

Run

export LNBOT_API_KEY=... WALLET_ID=...

node server.js

Discovery

Listed in the 402 Index and 402.pub (Nostr kind 31402).

Pyfile LLM & Data API

What it does

Install

Open Claude’s Connectors page

Click “Add” → “Custom” → “Web” and fill in these 2 fields

Turn it on in a chat

Try it

Open ChatGPT’s add-MCP page on the web

Fill in the name and address

Pick Pyfile LLM & Data API in a chat

Try it

Open Terminal

Paste this command and press Enter

Type /mcp in Claude Code

Try it

Click this button to open Cursor

Open the AI chat in Cursor in Agent mode

Try it

Click this button to open VS Code

Open the AI chat in VS Code in Agent mode

Try it

Over the web

At a glance

Which apps can use it

Related guides

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Discussion

User reviews

Compared with others in Search & AI memoryi

Common questions

Others in the same category

Context7

Codebase Memory

Ruflo

README from the maker

l402-llm-mcp

What it is

Endpoints

Run

Discovery