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PnL Labs — Solana Trust & Risk Checks

by PnLlabsversion 1.0.0i★ –iRuns in the cloud
Registry nameio.github.PnLlabs/pnllabs

Install

Overview

Description from the maker (original English)

Trust checks for Solana trading: realized-PnL wallet trust, token safety, trade cost, forensics.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

  • Connection: Runs in the cloud
  • Transport: Streamable HTTP
  • Category: Accounting, finance & tax

Install

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

Before you install

  • Basic checks: 1 of 1 passed
  • Runs on the maker’s server: what you ask it goes through their server.
  • The registry lists no key to fill in.

You need

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

  1. Open Settings → Connectors
  2. Press Add custom connector
  3. Paste the address below and press Add
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Add2https://…3
https://api.pnllabs.com/mcp

Run this in your terminal

claude mcp add --transport http pnllabs https://api.pnllabs.com/mcp

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "pnllabs": {
      "url": "https://api.pnllabs.com/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "pnllabs": {
      "type": "http",
      "url": "https://api.pnllabs.com/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

  1. Open ChatGPT on the web → Settings → Connectors (Apps)
  2. Press Create or Add (some plans need Developer mode under Advanced first)
  3. Paste the address below, give it a name and save
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Create2https://…3
https://api.pnllabs.com/mcp

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

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

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

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 6, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified with the GitHub account PnLlabs, which owns the repo

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • … Not checked yet

    Endpoint responds

    Not checked yet; we check endpoints in rotation

  • … Not checked yet

    Sign-in with OAuth

    Not checked yet; we check endpoints in rotation

  • … Not checked yet

    No hidden instructions in tool descriptions

    Not checked yet; we read the tool list when we check the endpoint

Compared with others in Accounting, finance & taxi

  • More stars than 0% of the other 1720 servers in this category
  • Published to the registry more recently than 29% of the other 1720 servers in this category
  • Basic checks equal to or better than 100% of the other 1720 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 PnL Labs — Solana Trust & Risk Checks safe?

It passed 1 of 1 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 –, and the latest version (1.0.0) reached the registry 3 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 in developer mode.

What can I use instead?

In the same category: Finance Toolkit, SolidInvoice, Korea Tax Calculator

Alternatives

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

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SolidInvoice

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Create and send invoices and quotes, manage clients, and track payments in SolidInvoice.

Runs in the cloud★ 981MITUpdated 7 days ago
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Korean tax calculation and tax-audit judgment MCP: 96 tools with statutory citations.

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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.

PnL Labs — MCP server & x402 API

PnL Labs gate — no verdict, no trade. MCP: https://api.pnllabs.com/mcp

Hard stops: wallet UNTRUSTED/INSUFFICIENT/UNVERIFIABLE/UNKNOWN → do not copy · token HIGH_RISK/CRITICAL/UNKNOWN → do not buy ·

trade HIGH_COST/UNTRADEABLE/NO_POOL/UNKNOWN → not at that size · 402/errors are not verdicts. Table: GATE.md

Rule file: SKILL.md · Measured examples: docs/VERDICTS.md

Trust & risk verdicts for AI trading agents on Solana. Proof of *real* PnL, not peak scores. Pay-per-call via x402 (USDC on Solana) — no signup, no API key, no account.

🌐 [pnllabs.com](https://pnllabs.com) · 🔌 `https://api.pnllabs.com` · 🐦 [@pnllabs](https://x.com/pnllabs)


Connect in 10 seconds (hosted MCP — no install)

The server is hosted. Add it to any MCP-capable assistant with one URL:

https://api.pnllabs.com/mcp
  • Claude (all plans): Settings → Connectors → *Add custom connector*
  • Grok: grok.com/connectors → *Custom*
  • ChatGPT / Gemini: custom MCP connector → same URL
  • Also listed in the official MCP Registry (io.github.PnLlabs/pnllabs) and on Smithery.

Free tier per IP/day — when it runs out, the tools reply with structured x402 payment instructions (pay-per-call, USDC on Solana).


Why

Every "smart money" score you've seen ranks wallets by peak or paper gains. Peaks lie. A wallet can 100x on paper, dump into no liquidity, and walk away red — while its score still says genius.

PnL Labs recomputes what actually hit the wallet — realized SOL, in vs out — and returns a conservative, machine-readable verdict. When the numbers can't be reconstructed reliably, it says UNVERIFIABLE instead of guessing.

The four checks

EndpointQuestionVerdicts
GET /check/wallet/{address}Is this wallet worth copying? (real realized PnL)TRUSTED · NEUTRAL · UNTRUSTED · INSUFFICIENT · UNVERIFIABLE
GET /check/funder/{address}Where did this wallet's money come from? (funding origin / cluster links)CEX_FUNDED · WALLET_FUNDED · UNKNOWN_ORIGIN · UNVERIFIABLE_ORIGIN
GET /check/token/{mint}Is this token structurally safe?LOW_RISK · ELEVATED · HIGH_RISK · CRITICAL · UNKNOWN
GET /check/trade/{mint}?size_sol=1What will this trade really cost? (real slippage)ACCEPTABLE_COST · ELEVATED_COST · HIGH_COST · UNTRADEABLE · NO_POOL

Every response carries a stable verdict enum, machine-readable reasons (code + message), confidence, flags, and schema_version. Built to be parsed by agents, not read by humans. Interactive docs: https://api.pnllabs.com/docs.

Quick example

curl https://api.pnllabs.com/check/wallet/57hECCDVNmP7jCY6XX6FxP31DQuKiwQhv2g3nxGPLPmV
{

"schema_version": 1, "verdict": "UNTRUSTED", "confidence": "high", "trust": 15, "reasons": [ { "code": "NEGATIVE_REALIZED_PNL", "message": "Genuinely NEGATIVE: -47.1 SOL net realized" }, { "code": "LOW_WIN_RATE", "message": "Only 27% of coins were profitable" } ] }

MCP server

This repo ships an MCP server exposing the four checks as tools (check_wallet_trust, check_wallet_forensics, check_token_safety, check_trade_cost). It calls the hosted API — no RPC keys or local setup needed.

Add to an MCP client (e.g. Claude Desktop / Claude Code):

{

"mcpServers": { "pnllabs": { "command": "python3", "args": ["/path/to/pnllabs_mcp.py"] } } }

Runs on the Python standard library — no dependencies for the free/beta tier.

Payment (x402)

Calls are priced per request and paid in USDC on Solana via the x402 protocol (HTTP 402). Your agent pays a few cents, gets an on-chain receipt — no accounts, no keys stored anywhere. Prices: wallet 0.10, funder 0.05, token/trade 0.02 USDC. Any x402-capable client (or the official x402 SDKs) can pay automatically.

Honest scope

  • Wallet trust & forensics are the core edge — realized-PnL truth and funding origin, which peak-based scores and EVM-only tools don't provide on Solana.
  • Token safety flags structural red flags with zero noise. Behavioral rugs (an operator selling into his own hype) are invisible to *all* structural checkers — for those, check the wallets involved.
  • We sell risk/trust verdicts, not alpha. Never "when to buy."

License

MIT — see LICENSE.

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