Finance Toolkit
500+ transparent financial methods calculated from raw statements, not third-party endpoints.
Description from the maker (original English)
Trust checks for Solana trading: realized-PnL wallet trust, token safety, trade cost, forensics.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
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Works in Claude on the web, desktop and mobile:
https://api.pnllabs.com/mcpRun this in your terminal
claude mcp add --transport http pnllabs https://api.pnllabs.com/mcpPaste 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.
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:
https://api.pnllabs.com/mcpMenu 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.
We have not read this server’s tool list yet; we check endpoints in rotation.
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
The registry name was verified with the GitHub account PnLlabs, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
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.
The registry does not list a required key, though some servers ask you to sign in on first use.
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.
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 3 months ago.
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.
In the same category: Finance Toolkit, SolidInvoice, Korea Tax Calculator
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
500+ transparent financial methods calculated from raw statements, not third-party endpoints.
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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 gate — no verdict, no trade. MCP:
https://api.pnllabs.com/mcp
Hard stops: wallet
UNTRUSTED/INSUFFICIENT/UNVERIFIABLE/UNKNOWN→ do not copy · tokenHIGH_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)
The server is hosted. Add it to any MCP-capable assistant with one URL:
https://api.pnllabs.com/mcp
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).
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.
| Endpoint | Question | Verdicts |
|---|---|---|
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=1 | What 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.
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" } ] }
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.
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.
MIT — see LICENSE.