Finance Toolkit
500+ transparent financial methods calculated from raw statements, not third-party endpoints.
Descripción del creador (original en inglés)
Evidence-graded agent-work lanes, bid advice, live agent jobs and a hash-chained evidence ledger.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
MARKET_PULSE_API_KEY, MARKET_PULSE_TIMEOUT_MSLos valores marcados como secretos son llaves de tu cuenta. Nunca los compartas ni los pegues en un chat.
Necesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Funciona en Claude para web, escritorio y móvil:
https://market-pulse.t3ratech.co.zw/mcpAbre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json
{
"mcpServers": {
"market-pulse": {
"command": "npx",
"args": [
"-y",
"@t3ratech/market-pulse-mcp"
],
"env": {
"MARKET_PULSE_API_KEY": "your-value",
"MARKET_PULSE_TIMEOUT_MS": "your-value"
}
}
}
}Ejecuta esto en tu terminal
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-mcpCompleta los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"market-pulse": {
"url": "https://market-pulse.t3ratech.co.zw/mcp"
}
}
}Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"market-pulse": {
"command": "npx",
"args": [
"-y",
"@t3ratech/market-pulse-mcp"
],
"env": {
"MARKET_PULSE_API_KEY": "your-value",
"MARKET_PULSE_TIMEOUT_MS": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"market-pulse": {
"type": "http",
"url": "https://market-pulse.t3ratech.co.zw/mcp"
}
}
}Pégalo en .vscode/mcp.json de tu proyecto
{
"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"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
ChatGPT solo se conecta a servidores en internet:
https://market-pulse.t3ratech.co.zw/mcpLos nombres de los menús pueden variar un poco según el plan y con el tiempo.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
MARKET_PULSE_TIMEOUT_MS envEsta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Todavía no hemos leído la lista de herramientas de este servidor; revisamos los endpoints por turnos.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 8 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub t3ratech, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Aún sin revisar; revisamos los endpoints por turnos
Aún sin revisar; revisamos los endpoints por turnos
Aún sin revisar; leemos la lista de herramientas cuando revisamos el endpoint
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 1 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
Debes completar: MARKET_PULSE_API_KEY
Funciona de las dos formas: instálalo en tu computadora o conéctate a la versión en la nube.
El repo de GitHub cambió por última vez –, y la última versión (1.0.0) llegó al registro hace 34 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. Se conecta por URL, así que también funcionan las apps que aceptan servidores MCP remotos, como ChatGPT en modo desarrollador.
En la misma categoría: Finance Toolkit, SolidInvoice, Korea Tax Calculator
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
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.
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
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.