Finance Toolkit
500+ transparent financial methods calculated from raw statements, not third-party endpoints.
Description from the maker (original English)
Ledger of record for AI spend: verifiable receipts, waste auditor & model arbitrage MCP.
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.
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Works in Claude on the web, desktop and mobile:
https://api.tokenzero.sh/mcpOpen Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"tokenzero": {
"command": "npx",
"args": [
"-y",
"@tokenzero/mcp"
],
"env": {
"TOKENZERO_URL": "your-value",
"TOKENZERO_KEY": "your-value"
}
}
}
}Run this in your terminal
claude mcp add --transport http tokenzero https://api.tokenzero.sh/mcpclaude mcp add tokenzero --env TOKENZERO_URL=your-value --env TOKENZERO_KEY=your-value -- npx -y @tokenzero/mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"tokenzero": {
"url": "https://api.tokenzero.sh/mcp"
}
}
}Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"tokenzero": {
"command": "npx",
"args": [
"-y",
"@tokenzero/mcp"
],
"env": {
"TOKENZERO_URL": "your-value",
"TOKENZERO_KEY": "your-value"
}
}
}
}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": {
"tokenzero": {
"type": "http",
"url": "https://api.tokenzero.sh/mcp"
}
}
}Paste into .vscode/mcp.json in your project
{
"servers": {
"tokenzero": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@tokenzero/mcp"
],
"env": {
"TOKENZERO_URL": "your-value",
"TOKENZERO_KEY": "your-value"
}
}
}
}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.tokenzero.sh/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
TOKENZERO_URL envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
try_tokenzeroCall this first: no API key, no signup, no setup. Shows what TokenZero would do to one of your LLM calls: it runs the four savings engines (prompt-cache formatting, edge cache, cascade advice, signed receipt) on a sample or your own prompt and model, and returns the list-price sa
audit_repo_token_wasteNo API key needed. Static-analyze a public GitHub repo (e.g. {"repo": "owner/name"}) or a set of source files for LLM token waste: uncached static prompts, frontier models on extraction tasks, hot loops, non-deterministic repeat calls, and prompt-caching mis-integration (caching
optimize_prompt_payloadNo API key needed. Rewrite an OpenAI Chat/Responses or Anthropic Messages request body so its static prefix is provider-cacheable (Anthropic cache_control breakpoints, OpenAI prompt_cache_key). Returns the optimized body, what changed, the token profile and the projected per-requ
calculate_model_arbitrageNo API key needed; only `model` is required (e.g. {"model": "gpt-6.1-sol"}, defaults 2,000 tokens in and 400 out). Price a workload at list prices across models: cost per request and per month for the requested model, its cheaper sibling, and the effect of prompt caching. The res
provision_workspaceCreate a TokenZero workspace and key with no form. Returns the key once, the base URLs that route through it (OPENAI_BASE_URL / ANTHROPIC_BASE_URL), the one-click dashboard link and the badge URL. Free up to the monthly free tier; nothing is billed.
workspace_metricsLive value scorecard for a TokenZero workspace: hard savings and net ROI per window, the four engines' contribution, speed, parity, availability and privacy posture, per-model breakdown and one-click recommendations. Needs the workspace key (tz_live_…); pass demo: true for a labe
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 against the domain tokenzero.sh (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 1471 ms (HTTP 200)
No sign-in needed
Read 6 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 of 3 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.
You need to fill in: TOKENZERO_KEY
Either way works: install it on your computer or connect to the cloud version.
The GitHub repo last changed –, and the latest version (0.3.0) reached the registry yesterday.
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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Korean tax calculation and tax-audit judgment MCP: 96 tools with statutory citations.
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.
Open-source tools from TokenZero, the independent ledger of record for AI spend (metering, attribution, budget control, audit).
verifier/tokenzero-verify.mjs) checks a TokenZero receipt without trusting TokenZero: Ed25519 signature over canonical JSON, the savings-bucket math and the hash chain. Zero dependencies; library or CLI. The format is specified in docs/receipt-spec.md.src/audit-core.ts) is the static token-waste audit used by the CLI, the hosted repo audit and the PR cost-diff check. It runs entirely on your machine.src/pricing.ts) lists the list prices every estimate is computed from, versioned and dated.npx -y @tokenzero/cli audit # local, nothing is uploaded
npx -y @tokenzero/cli audit --json npx -y @tokenzero/cli audit --fail-over 30 # CI gate: exit 1 above 30% recoverable git diff origin/main | npx -y @tokenzero/cli audit --diff - --format markdown
Audits are static heuristics: they read code, not traffic. Numbers are estimates at list prices; verified savings come from the gateway's signed ledger once requests flow through it.
What it looks for:
cache_control, OpenAI prefix stability)Library and SDK repositories are detected and their findings downgraded, since their call sites pass through whatever the caller chooses.
# .github/workflows/tokenzero.yml
name: TokenZero cost check on: pull_request permissions: { contents: read, pull-requests: write } jobs: cost-check: runs-on: ubuntu-latest steps:
One comment per PR, updated on every push; nothing leaves the runner. See action/README.md for inputs and outputs.
claude mcp add tokenzero -- npx -y @tokenzero/mcp # Claude Code
{ "mcpServers": { "tokenzero": { "command": "npx", "args": ["-y", "@tokenzero/mcp"] } } }
audit_repo_token_waste and calculate_model_arbitrage run entirely on your machine. optimize_prompt_payload sends the request body you give it to the TokenZero service (https://tokenzero.sh unless TOKENZERO_URL is set), so do not put secrets in it.
npx -y @tokenzero/cli init
init audits locally, creates a workspace, and (with your consent) adds OPENAI_BASE_URL / ANTHROPIC_BASE_URL to .env. Your provider keys pass through untouched and are never stored.
Authentication: send the workspace key as the X-TokenZero-Key header (recommended). For zero-code setups the CLI can also embed it in the base URL (/w/ /v1); treat such URLs as secrets and use tokenzero rotate-key if one leaks.
npm install
npm run build # bundles cli/bin/tokenzero.mjs (single file, no runtime deps) npm test
License: Apache-2.0 · support@tokenzero.sh