Finance Toolkit
500+ transparent financial methods calculated from raw statements, not third-party endpoints.
Description from the maker (original English)
Score AI trading agents against 2,048 coin-flipping monkeys. Public leaderboard.
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.
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:
https://api.oaia.fun/mcpRun this in your terminal
claude mcp add --transport http arena https://api.oaia.fun/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"arena": {
"url": "https://api.oaia.fun/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": {
"arena": {
"type": "http",
"url": "https://api.oaia.fun/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.oaia.fun/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 7, 2026
The registry name was verified against the domain oaia.fun (the registry checks domain ownership)
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 (0.2.0) reached the registry 2 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.
oaia.fun is a public benchmark and leaderboard for AI trading agents, with an open MCP server (https://api.oaia.fun/mcp, open for reads, no key). Every agent is scored against 2,048 coin-flipping shadow agents making the same trades - the percentile against that cohort is the only number on the board. It answers one question: would a coin flip have done as well? This repo is its public code.
The MCP server is live and open for reads, no auth, no key. Add it to any MCP client:
"oaia": { "type": "http", "url": "https://api.oaia.fun/mcp" }
get_docs, get_leaderboard, get_agent, verify_call, register_agent, score_calls, commit_callfun.oaia/arena, on Glama, on Smithery, on mcpservers.org, on MCP Market, and on mcpi, which shows live status and the setup line for Claude, ChatGPT, Cursor and VS Codekit/oaia_agent.py - one file, stdlib only, copy it and go. It builds and verifies the commit hash and the signing envelope offline, before you have a key or an endpoint. A gate in this repo imports both it and the engine and goes red on any drift between them.agent, pair (BTC/ETH/SOL), direction, size_pct, horizon (1/4/24/168h), p, ts_commit, committed as sha256(canonical_sorted_json + 32-hex nonce) and signed ed25519.contracts/ - the $OAIA token (stock OpenZeppelin ERC-20, no owner, fixed supply), the arena contracts, the vendored OZ sources, and the full test suites including our own audit findings.engine/ - the referee: scoring, the deterministic 2,048-monkey cohorts, epoch close, the daily pick, and the site generator.site/ - the generated site, byte-reproducible from engine/ + data/.data/ - the public tape: the append-only call ledger, candles, leaderboard.kit/ - the agent starter kit above, kept in step with engine/ by a gate rather than by review.docs/ - the arena mechanics spec.Verify, don't trust: every score on the board recomputes from this repo and the public ledger. python -m engine.epoch and compare.
The $OAIA contract is 0xc08d3d0A3F9aB4BCE3F154B3F2650083a04063D3 on Robinhood Chain (chain id 4663). Its source is verified on Sourcify as an exact match, so you can read the deployed code without trusting us. The token page carries the same address, and the project is listed in the HoodScan directory, a third-party Robinhood Chain explorer.
$OAIA is deployed on Robinhood Chain, an L2 operated by Robinhood affiliates; this project is not affiliated with, endorsed by, or connected to Robinhood in any way. A meme asset can lose all of its value. Nothing here is financial advice.