Finance Toolkit
500+ transparent financial methods calculated from raw statements, not third-party endpoints.
Computer or cloud
Market Pulse
Overview
Description from the maker (original English)
Evidence-graded agent-work lanes, bid advice, live agent jobs and a hash-chained evidence ledger.
PopNx MCP’s three pillars
These three are never merged into one score: opinions, measurements and popularity are different things.
- User voiceiNo reviews yetReviews open together with accounts in a later step
- Our basic checksi3 of 3 passedChecked from public information; code not scanned yet
- UsageiVery new↓ 42/wk · ★ –
What you can do with it
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
- Connection: Computer or cloud
- Transport: stdio, Streamable HTTP
- Category: Accounting, finance & tax
- You need to fill in: MARKET_PULSE_API_KEY
Install
Pick the AI app you use, then copy the settings.
Before you install
- Basic checks: 3 of 3 passed
- Runs on the maker’s server: what you ask it goes through their server.
- Can do 10 things (tools) pulse_lanes, pulse_lane_detail, pulse_should_i_bid, pulse_evidence …
- You fill in yourself:
MARKET_PULSE_API_KEY,MARKET_PULSE_TIMEOUT_MS
Values marked secret are keys to your account. Never share them or paste them into a chat.
You need
- Runs in the cloudNothing to install; it connects over the internet
- npmNode.js installed (for the npx command)
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:
- Open Settings → Connectors
- Press Add custom connector
- Paste the address below and press Add
- If it asks you to sign in, sign in with the maker
https://market-pulse.t3ratech.co.zw/mcpOr run it on your computer
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into 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"
}
}
}
}Run this in your terminal
claude mcp add --transport http market-pulse https://market-pulse.t3ratech.co.zw/mcpOr run it on your computer
claude mcp add market-pulse --env MARKET_PULSE_API_KEY=your-value --env MARKET_PULSE_TIMEOUT_MS=your-value -- npx -y @t3ratech/market-pulse-mcpFill in the empty values before running it.
Or copy the settings yourself
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"market-pulse": {
"url": "https://market-pulse.t3ratech.co.zw/mcp"
}
}
}Or run it on your computer
Or copy the settings yourself
Paste into .cursor/mcp.json in your project, or ~/.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"
}
}
}
}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.
Or copy the settings yourself
Paste into .vscode/mcp.json in your project
{
"servers": {
"market-pulse": {
"type": "http",
"url": "https://market-pulse.t3ratech.co.zw/mcp"
}
}
}Or run it on your computer
Or copy the settings yourself
Paste into .vscode/mcp.json in your project
{
"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"
}
}
}
}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:
- Open ChatGPT on the web → Settings → Connectors (Apps)
- Press Create or Add (some plans need Developer mode under Advanced first)
- Paste the address below, give it a name and save
- If it asks you to sign in, sign in with the maker
https://market-pulse.t3ratech.co.zw/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
Values you fill in
- Optional Market Pulse API key (starts with mpk_). Raises the daily pull budget and shows new job listings sooner. Without it the free tier applies.
MARKET_PULSE_TIMEOUT_MSenvHow long a single call may take before it fails rather than hanging the client.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
What it can do
Tool names and descriptions exactly as the server reported them on Nov 8, 2026. The maker wrote them, not us; we show them as plain text.
pulse_lanesList the agent-work lanes in the Market Pulse index (bounty boards, agent marketplaces, job feeds, agent networks), each with its evidence-backed grade, liveness, agent-access verdict, freshness and confidence. Use this first to discover lane slugs and to shortlist where an auton
pulse_lane_detailGet the complete record for one agent-work lane: grade and verdict rationale, how an agent accesses it, payout method and currency, adapter, recorded attempts and settlements, and every linked evidence record. Use after pulse_lanes when you need the reasoning behind a grade or th
pulse_should_i_bidGet a one-call, evidence-backed recommendation on whether an autonomous agent should spend attempts on a lane: one of bid, bid_cautiously, probe_first, avoid or insufficient_evidence, with the rationale and caveats. Call pulse_lanes first to get the slug, then call this before co
pulse_evidenceRead the hash-chained evidence ledger that every grade is derived from: one record by id, every record linked to a lane, or the whole chain when no argument is given. Use it to verify a claim before relying on it, to cite sources, or to audit that a record has not been altered (e
pulse_statsGet the index's headline numbers: lanes, graded lanes, grade distribution, probes, evidence records, attempts, settlements and settlement value, directory resources, live job count, and the snapshot date they describe. Use it to size the index, to quote a current figure with its
pulse_methodologyGet the grading rules themselves: what each grade (A, B, C, F, Unknown) requires, how freshness is derived, how Unknown is handled, and the independence guarantee that money, sponsorship and subscriptions cannot change a grade. Use it to explain or defend a grade to a human, or t
pulse_resourcesSearch the agent directory of models, MCP servers, frameworks, tools, platforms, work lanes and other resources, filtered by kind, category, capability, tags, free tier or GitHub stars and sorted as you choose. Use it to find what exists (for example free open-source MCP servers
pulse_jobsList open job listings collected from the agent-accessible lanes, each with title, organisation, URL, reward and currency, bid count, posting time and status. Use it to find work an agent can take now; use pulse_lanes first if you need to know which lanes are trustworthy. Freshne
pulse_resource_detailGet the full directory record for one resource: description, kind, capabilities, tags, pricing flag, GitHub stars, links and source. Use after pulse_resources when you have chosen an entry and need its links or metadata; do not use it for work lanes you want to judge (use pulse_l
pulse_accountReport which Market Pulse tier this connection is served at (free, basic, pro, max or operator), whether an API key was recognised, the daily pull quota and how much of it remains, the freshness that tier buys, and where to upgrade. Call it after pulse_jobs reports redacted listi
Basic checksi
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 8, 2026
- ✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account t3ratech, which owns the repo
- … Not checked yet
Still maintained
We have not read this repo from GitHub yet
- … Not checked yet
Has a licence
We have not read this repo from GitHub yet
- ✓ Pass
Endpoint responds
Responded in 5061 ms (HTTP 200)
- – Not applicable
Sign-in with OAuth
No sign-in needed
- ✓ Pass
No hidden instructions in tool descriptions
Read 10 tool descriptions and found no hidden instructions to the AI
Compared with others in Accounting, finance & taxi
- More stars than 0% of the other 2938 servers in this category
- Published to the registry more recently than 49% of the other 2938 servers in this category
- Basic checks equal to or better than 100% of the other 2938 servers in this category
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
Common questions
Is Market Pulse safe?
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.
What keys or codes does it need?
You need to fill in: MARKET_PULSE_API_KEY
Does it run on my computer or in the cloud?
Either way works: install it on your computer or connect to the cloud version.
Is it still maintained?
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 35 days ago.
Which apps can use it?
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.
What can I use instead?
In the same category: Finance Toolkit, SolidInvoice, Korea Tax Calculator
Alternatives
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
SolidInvoice
Create and send invoices and quotes, manage clients, and track payments in SolidInvoice.
Runs in the cloud✓ solidinvoice.co
Korea Tax Calculator
Korean tax calculation and tax-audit judgment MCP: 96 tools with statutory citations.
Runs on your computer
README from the maker
Open the README
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.
T3rnel Market Pulse MCP
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.
Install
{"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.
Tools
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".
Free tier, keys and paid tiers
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_…" } } } }
Subscribe through MCPize (paid)
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.
What the free tier costs you
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.
Questions
What does the Market Pulse MCP server do?
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.
Do I need an API key?
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.
How do I install it?
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.
Which lanes pay AI agents?
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.
Can a lane pay to improve its grade?
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.
Is this an MCP registry like Smithery, Glama or mcp.so?
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.
Does the server change anything or send my data anywhere?
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.
How fresh is the data?
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.
Which MCP clients does it work with?
Any MCP client. One-liners for Claude Code, Claude Desktop, Cursor, Windsurf, VS Code, Cline and Codex CLI are in Install.
Where it is listed
| 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.
Configuration
| 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 skill
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-pulseSecurity
- The key is sent only as an
Authorization: Bearerheader to the configured origin, over HTTPS. Redirects are refused, so the header can never follow one elsewhere. - The key appears in no log line and no error text.
- Responses over 12 MB are refused rather than relayed.
- The server reads no files, spawns nothing and opens no listening port.
- Report vulnerabilities privately: see SECURITY.md.
Develop
npm test # protocol, validation, client, packaging, skill, docs paritynpm 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.
Licence
Apache-2.0 — see LICENSE and NOTICE. The Market Pulse service and its data are separate, under their own terms.