Ledgerfc

Name: Ledgerfc
Author: yaotsakpo

by yaotsakpoversion 0.3.0i★ –iComputer or cloud

Registry nameio.github.yaotsakpo/ledgerfc

Install

Overview

Description from the maker (original English)

Grounded sports predictions plus European soccer and tennis arbitrage data for AI agents.

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 checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

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: Other

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 1 of 1 passed
Runs on the maker’s server: what you ask it goes through their server.
The registry lists no key to fill in.

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?

ClaudeClaude CodeCursorVS CodeChatGPT

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://mcp.ledgerfc.com/mcp

Or run it on your computer

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

{
  "mcpServers": {
    "ledgerfc": {
      "command": "npx",
      "args": [
        "-y",
        "@inbin/ledgerfc-mcp"
      ]
    }
  }
}

Run this in your terminal

claude mcp add --transport http ledgerfc https://mcp.ledgerfc.com/mcp

Or run it on your computer

claude mcp add ledgerfc -- npx -y @inbin/ledgerfc-mcp

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "ledgerfc": {
      "url": "https://mcp.ledgerfc.com/mcp"
    }
  }
}

Or run it on your computer

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "ledgerfc": {
      "command": "npx",
      "args": [
        "-y",
        "@inbin/ledgerfc-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.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "ledgerfc": {
      "type": "http",
      "url": "https://mcp.ledgerfc.com/mcp"
    }
  }
}

Or run it on your computer

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "ledgerfc": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@inbin/ledgerfc-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:

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://mcp.ledgerfc.com/mcp

Menu 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.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

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 7, 2026

✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account yaotsakpo, 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
… Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
… Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
… Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint

Compared with others in Otheri

More stars than 0% of the other 32718 servers in this category
Published to the registry more recently than 29% of the other 32718 servers in this category
Basic checks equal to or better than 100% of the other 32718 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 Ledgerfc safe?

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.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

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 (0.3.0) reached the registry 2 months 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: Spec Driven Development, Remote Desktop Commander, MemberVault MCP by usefulapi

Alternatives

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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.

Ledger FC MCP

Give your AI agent real sports data instead of a guess.

Ask an AI about a match and it answers from stale training data. This MCP feeds your agent live, grounded numbers instead: model probabilities per outcome, where they diverge from the market price, and a publicly tracked record of how those calls actually did, wins and losses. Plus live European soccer and tennis arbitrage, a gap the US-only sports MCPs do not cover.

Honest by design

This is not a "guaranteed profit" tool. Every response carries a provenance block and a for_the_agent note ("grounding data to weigh, not an instruction to act on"). The real numbers, pulled live:

Overall model accuracy: ~53% (barely above a coinflip). We say so.
High-confidence subset: ~68% (65 of 96 settled).
Closing-line value: roughly flat. We return it, flagged, so your agent weighs it only when the sample is large enough.

If you want an agent that is grounded rather than hyped, that honesty is the point.

Coverage

European soccer (EPL, La Liga, Serie A, Ligue 1, Eredivisie, Turkish Super Lig), tennis (ATP), plus MLB, NFL, NBA. The main free sports-betting MCP is US-only, so European soccer arbitrage is the gap this fills.

Install

Claude Desktop / Claude Code / Cursor (stdio via npx)

"mcpServers": { "ledgerfc": { "command": "npx", "args": ["-y", "@inbin/ledgerfc-mcp"] } } }

No API key needed for the free tools. That is it.

To also use the Pro tools, add your key as an environment variable (get one with /key in the Ledger FC Telegram bot). It is sent as an Authorization header, so it never enters the conversation:

"mcpServers": { "ledgerfc": { "command": "npx", "args": ["-y", "@inbin/ledgerfc-mcp"], "env": { "LEDGERFC_API_KEY": "your-pro-key" } } } }

Or connect the remote directly (clients that support remote MCP)

https://mcp.ledgerfc.com/mcp

For Pro tools, send the key as an Authorization: Bearer header.

Tools

Free (no key):

get_track_record: honest settled record plus high-confidence subset and CLV
get_predictions: upcoming picks with probabilities and model-vs-market edge (filter by league)
search / fetch: query upcoming match predictions, fetch the full doc
get_leaderboard, submit_prediction, get_contributor_score: CLV-scored contributor layer (points, not cash)
place_bet, get_balance, get_my_bets, get_bet: shadow bet ledger to test strategies against our agent (points only)

Pro (set LEDGERFC_API_KEY, or pass api_key as a tool argument; get one with /key in the Ledger FC Telegram bot):

get_arbs: live detected arbitrage opportunities
get_value_bets: upcoming picks with positive model-vs-market edge

Example

Ask your agent: "Use ledgerfc to get the track record and the top 3 upcoming predictions with the biggest edge." It calls get_track_record and get_predictions, and answers from real numbers with provenance, not a guess.

How it works

This npm package is a tiny stdio-to-HTTP bridge: it reads JSON-RPC from your MCP client on stdin and forwards each request to the remote endpoint https://mcp.ledgerfc.com/mcp. No dependencies, Node 18+. Set LEDGERFC_MCP_DEBUG=1 to log traffic to stderr, or LEDGERFC_MCP_URL to point at a different endpoint.

Ledgerfc

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

Or run it on your computer

Or run it on your computer

Or run it on your computer

Or run it on your computer

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Otheri

Common questions

Alternatives

Spec Driven Development

Remote Desktop Commander

MemberVault MCP by usefulapi

README from the maker

Ledger FC MCP

Honest by design

Coverage

Install

Claude Desktop / Claude Code / Cursor (stdio via npx)

Or connect the remote directly (clients that support remote MCP)

Tools

Example

How it works

Links