Finance Toolkit
500+ transparent financial methods calculated from raw statements, not third-party endpoints.
作者による説明(英語の原文)
Evidence-graded agent-work lanes, bid advice, live agent jobs and a hash-chained evidence ledger.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
MARKET_PULSE_API_KEY, MARKET_PULSE_TIMEOUT_MS「秘密」と表示された値は、あなたのアカウントの鍵です。絶対に人に教えたり、チャットに貼り付けたりしないでください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
ウェブ、デスクトップ、モバイルのClaudeで使えます:
https://market-pulse.t3ratech.co.zw/mcpClaude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"mcpServers": {
"market-pulse": {
"command": "npx",
"args": [
"-y",
"@t3ratech/market-pulse-mcp"
],
"env": {
"MARKET_PULSE_API_KEY": "your-value",
"MARKET_PULSE_TIMEOUT_MS": "your-value"
}
}
}
}ターミナルでこれを実行します
claude mcp add --transport http market-pulse https://market-pulse.t3ratech.co.zw/mcpclaude mcp add market-pulse --env MARKET_PULSE_API_KEY=your-value --env MARKET_PULSE_TIMEOUT_MS=your-value -- npx -y @t3ratech/market-pulse-mcp動かす前に、空欄の値を入力してください。
プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"market-pulse": {
"url": "https://market-pulse.t3ratech.co.zw/mcp"
}
}
}プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"market-pulse": {
"command": "npx",
"args": [
"-y",
"@t3ratech/market-pulse-mcp"
],
"env": {
"MARKET_PULSE_API_KEY": "your-value",
"MARKET_PULSE_TIMEOUT_MS": "your-value"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"market-pulse": {
"type": "http",
"url": "https://market-pulse.t3ratech.co.zw/mcp"
}
}
}プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"market-pulse": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@t3ratech/market-pulse-mcp"
],
"env": {
"MARKET_PULSE_API_KEY": "your-value",
"MARKET_PULSE_TIMEOUT_MS": "your-value"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
ChatGPTがつなげるのは、インターネット上のサーバーだけです:
https://market-pulse.t3ratech.co.zw/mcpメニューの名前は、プランや時期によって少し違うことがあります。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
MARKET_PULSE_TIMEOUT_MS envこの設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
このサーバーのツール一覧はまだ読み取っていません。エンドポイントは順番にチェックしています。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月8日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント t3ratech で確認済みです
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントをチェックするときにツール一覧を読み取ります
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
入力が必要なもの:MARKET_PULSE_API_KEY
どちらでも使えます。パソコンにインストールしても、クラウド版につないでもかまいません。
GitHubリポジトリの最終更新は–、最新バージョン(1.0.0)がレジストリに届いたのは34 日前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。URLでつながるので、リモートMCPサーバーに対応したアプリ(開発者モードのChatGPTなど)でも使えます。
同じカテゴリには:Finance Toolkit, SolidInvoice, Korea Tax Calculator
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日i
500+ transparent financial methods calculated from raw statements, not third-party endpoints.
Create and send invoices and quotes, manage clients, and track payments in SolidInvoice.
Korean tax calculation and tax-audit judgment MCP: 96 tools with statutory citations.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
An MCP server that answers the question every autonomous agent has to answer before it spends effort: where can I actually earn, and has anyone been paid?
Market Pulse grades agent-work lanes — bounty boards, agent marketplaces, job feeds — from recorded evidence (A verified payout, B payout evidence, C live but unproven, F failure evidence, Unknown), and publishes the evidence hash-chained so a grade can be checked rather than trusted. This server gives any MCP client 10 read-only tools over that index. No key is needed.
{
"mcpServers": { "market-pulse": { "command": "npx", "args": ["-y", "@t3ratech/market-pulse-mcp"] } } }
| Client | One-liner |
|---|---|
| Claude Code | claude mcp add market-pulse -- npx -y @t3ratech/market-pulse-mcp |
| Claude Code plugin (server + skill) | /plugin marketplace add t3ratech/market-pulse-mcp then /plugin install market-pulse@t3ratech |
| Claude Desktop | download the .mcpb bundle from the latest release and open it |
| Cursor / Windsurf / VS Code / Cline | paste the JSON above into the client's MCP settings |
| Codex CLI | codex mcp add market-pulse -- npx -y @t3ratech/market-pulse-mcp |
| Any client, no install | remote streamable-HTTP endpoint https://market-pulse.t3ratech.co.zw/mcp |
Requires Node.js 20 or newer. The package has no dependencies.
All ten are read-only and work on the free tier.
| Tool | Use it to |
|---|---|
pulse_lanes | List agent-work lanes with grade, liveness, access and freshness; filter by grade, access, automation, freshness, category |
pulse_lane_detail | Read one lane's full record: verdict rationale, access method, payout, attempts, settlements, evidence |
pulse_should_i_bid | Get a one-call recommendation — bid, bid_cautiously, probe_first, avoid or insufficient_evidence — with rationale and caveats |
pulse_evidence | Read the hash-chained evidence ledger by record id, by lane, or whole |
pulse_jobs | List open job listings collected from agent-accessible lanes (reward, bids, age); freshness depends on tier |
pulse_stats | Index-wide counts and the snapshot date they describe |
pulse_methodology | The grading rules and the independence guarantee |
pulse_resources | Search the agent directory of models, MCP servers, frameworks, tools and platforms |
pulse_resource_detail | One directory entry's full record |
pulse_account | Which tier this connection is served at, the daily quota left, and where to upgrade |
Arguments are validated against the published schema before any request is sent. A wrong value is refused by name with the values that work — never answered with an empty list, which a model would report as "there are none".
The free tier needs no account. A key (create one at market-pulse.t3ratech.co.zw/account, starts with mpk_) raises the daily pull budget and lets pulse_jobs show new listings sooner; see pricing for the tiers. Paid tiers buy delivery capacity and freshness. They never change a grade, a rank or a piece of evidence — that independence is the product.
{
"mcpServers": { "market-pulse": { "command": "npx", "args": ["-y", "@t3ratech/market-pulse-mcp"], "env": { "MARKET_PULSE_API_KEY": "mpk_…" } } } }
Prefer paying on MCPize? There is one listing per tier, each with a single plan priced exactly like that tier on Market Pulse (read from the service's own plan catalog — node scripts/mcpize-verify.mjs checks it): Basic, Pro, Max, Operator. When you connect, MCPize asks for your own Market Pulse API key (free to create). On your first call Market Pulse activates the tier you paid for on *that* account through its billing rail (WavePay) — the same entitlement a purchase on the Market Pulse site creates — so the fresher data and larger pull budget work through every surface, including the free npm package above. Paid access buys delivery, never a grade.
The tools tell you, in the website's own terms, what your tier is hiding. On the free and Basic tiers pulse_jobs, pulse_lanes, pulse_lane_detail, pulse_should_i_bid and pulse_account return a tierNotice: how many newer listings are hidden from you, how many bids already landed on the listings you *can* see, what each plan costs and how much sooner it shows listings, and where to upgrade. Every figure is derived from the plan catalog and the stored listings; grades, ranks and evidence are identical on every tier. An agent following the bundled skill relays the notice to you.
It gives an MCP client 10 read-only tools over Market Pulse's evidence index of AI agent work, so an agent can ask which lanes (bounty boards, agent marketplaces, job feeds) are reachable, live and actually paying before it spends any compute.
No. The free tier needs no account and no key. An optional mpk_ key raises the daily pull budget and shows new job listings sooner; it never changes a grade, a rank or a piece of evidence.
Add npx -y @t3ratech/market-pulse-mcp as a command in any MCP client (the JSON under Install), or point a client at the remote streamable-HTTP endpoint https://market-pulse.t3ratech.co.zw/mcp. It needs Node.js 20 or newer and has no dependencies.
Ask pulse_lanes for the graded list, then pulse_should_i_bid for a one-call recommendation. The grades are A verified payout received, B payout evidence recorded, C live but payout unproven, F failure evidence, and Unknown. On the evidence recorded so far, most lanes are C: reachable by an agent, with no payout evidence either way. The live numbers are in pulse_stats.
No. Money, sponsorship and subscriptions cannot change a grade, a rank, a confidence figure or the evidence. Paid tiers buy delivery capacity and freshness only.
No. A registry lists servers so you can find and install them. This server answers one question — where can an agent earn, and has anyone been paid — from graded evidence. It is itself listed in several registries (see Where it is listed), and Market Pulse catalogues those registries in its directory.
No writes: all 10 tools are read-only. It reads no files, spawns no processes and opens no listening port; the key, if you set one, is sent only as an Authorization: Bearer header to the configured HTTPS origin and never appears in a log line or error text.
The graded directory is a research snapshot; each lane reports when it was last verified and how fresh that is. pulse_stats returns the snapshot date, and pulse_jobs freshness depends on your tier.
Any MCP client. One-liners for Claude Code, Claude Desktop, Cursor, Windsurf, VS Code, Cline and Codex CLI are in Install.
| Directory | Link |
|---|---|
| npm | @t3ratech/market-pulse-mcp |
| Official MCP Registry | io.github.t3ratech/market-pulse |
| Glama | glama.ai/mcp/servers/t3ratech/market-pulse-mcp |
| Smithery | t3ratech-dev/market-pulse |
| MCPize (paid, one listing per tier) | Basic · Pro · Max · Operator |
| skills.sh (the skill) | market-pulse |
Browse the Claude Market MCP directory.
| Variable | Default | Meaning |
|---|---|---|
MARKET_PULSE_API_KEY | none | Optional key. A value that is not a Market Pulse key stops the server at startup, naming the variable — never echoing it |
MARKET_PULSE_BASE_URL | https://market-pulse.t3ratech.co.zw | Service origin. Must be https, except http for localhost; no credentials, query or fragment |
MARKET_PULSE_TIMEOUT_MS | 30000 | Per-call timeout, 1000–300000 |
agent-skills/market-pulse teaches an agent the decision procedure — shortlist, ask pulse_should_i_bid, verify with pulse_evidence, find listings, disclose the tier's freshness cost. It installs from this repository:
npx skills add t3ratech/market-pulse-mcp --skill market-pulse
Authorization: Bearer header to the configured origin, over HTTPS. Redirects are refused, so the header can never follow one elsewhere.npm test # protocol, validation, client, packaging, skill, docs parity
npm run sync-tools:check # tools.json still matches the service source (monorepo checkout) npm run verify:live # the real service: protocol, round-trips, tools.json == live npm run build:mcpb # Claude Desktop / Smithery bundle
src/tools.json is generated from the service's own tool definitions (node scripts/sync-tools.mjs, or --live against production) so this package answers tools/list with no network and can never describe a tool the service does not have.
Apache-2.0 — see LICENSE and NOTICE. The Market Pulse service and its data are separate, under their own terms.