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Bunpro

by jbeshirversion 1.0.1i★ –iRuns on your computer
Registry nameio.github.jbeshir/bunpro-mcp

Install

Overview

Description from the maker (original English)

Read Bunpro SRS data: profile, study queue, reviews, JLPT progress, and grammar lookups.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

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: Runs on your computer
  • Transport: stdio
  • Category: Other
  • You need to fill in: BUNPRO_EMAIL, BUNPRO_PASSWORD

Install

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

Before you install

  • Basic checks: 1 of 1 passed
  • Runs on your computer with your user’s permissions (files, network, apps).
  • You fill in yourself: BUNPRO_EMAIL, BUNPRO_PASSWORD

Values marked secret are keys to your account. Never share them or paste them into a chat.

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

Download the maker’s .mcpb file

The link goes to the maker’s own file; we do not host or repackage it. Open the file and Claude Desktop installs it.

Run this in your terminal

Fill in the empty values before running it.

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.

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.

This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.

Your choice stays on this device in a cookie; no account needed.

Values you fill in

  • BUNPRO_EMAIL required env
    Bunpro account email address
  • BUNPRO_PASSWORD secret required env
    Bunpro account password

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Runs on your computer; the tool list appears in your AI app after you install it.

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 jbeshir, 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 applicable

    Endpoint responds

    This one runs on your computer; there is no internet endpoint

  • – Not applicable

    Sign-in with OAuth

    Runs on your computer and uses local settings instead

  • … Not checked yet

    No hidden instructions in tool descriptions

    Runs on your computer; we can only read tool lists from internet endpoints

Compared with others in Otheri

  • More stars than 0% of the other 32742 servers in this category
  • Published to the registry more recently than 75% of the other 32742 servers in this category
  • Basic checks equal to or better than 100% of the other 32742 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 Bunpro 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?

You need to fill in: BUNPRO_EMAIL, BUNPRO_PASSWORD

Does it run on my computer or in the cloud?

It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.0.1) reached the registry 12 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need MCPB on your computer.

What can I use instead?

In the same category: Spec Driven Development, Remote Desktop Commander, Asset Notation

Alternatives

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Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Spec Driven Development

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Runs on your computer★ 440MITUpdated 14 months ago
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Remote Desktop Commander

by desktop-commander

Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

Runs in the cloud★ 211Updated 2 days ago
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Asset Notation

by assetnotation

Read and maintain an Asset Notation file on disk: net worth, holdings, valuations, CSV import.

Runs on your computerUpdated today
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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.

bunpro-mcp

An MCP server that provides read-only access to Bunpro, a Japanese grammar and vocabulary SRS (spaced repetition system) platform. It exposes 12 tools for querying a user's profile, study statistics, review forecasts, JLPT progress, SRS stage details, and individual grammar point or vocabulary data. Authentication is handled automatically via Bunpro's Rails Devise login flow using your email and password.

Key Concepts

  • SRS (Spaced Repetition System) -- Core learning mechanism. Items progress through stages: beginner, adept, seasoned, expert, master. Items answered incorrectly may become ghosts that reappear more frequently.
  • Grammar Points -- Japanese grammar patterns (e.g. da "to be") with structure, meaning, nuance, and example sentences. Organized by JLPT level.
  • Vocabulary -- Japanese words with readings, pitch accent patterns, frequency data, and JMDict dictionary entries.
  • JLPT Levels -- Japanese Language Proficiency Test levels N5 (easiest) through N1 (hardest). Bunpro organizes all content by JLPT level.
  • Decks -- Study collections with configurable batch sizes and daily lesson goals.
  • Review Forecast -- Predicted number of upcoming reviews, viewable by day or by hour.

Architecture

The server has four layers: an entry point that reads configuration and obtains a token, an auth module that performs the Devise login flow when needed, an HTTP client that calls the Bunpro frontend API with Bearer token auth, and the MCP server that registers tools and formats responses.

graph TD

MCP["MCP Client (Claude, etc.)"] SRV["MCP Server 12 read-only tools"] CLI["HTTP Client Bearer token auth"] API["Bunpro Frontend API api.bunpro.jp"]

MCP -->|"stdio JSON-RPC"| SRV SRV --> CLI CLI -->|"GET /api/frontend/*"| API

subgraph "Authentication (startup)" direction LR LOGIN["Auth Module Devise login flow"] SITE["bunpro.jp Rails login page"] LOGIN -->|"CSRF + POST credentials"| SITE SITE -->|"frontend_api_token cookie"| LOGIN end

LOGIN -.->|"token"| CLI

Authentication happens once at startup. The auth module fetches a CSRF token from the login page, submits form-encoded credentials, and extracts the frontend_api_token cookie. The token has approximately a 2-day lifetime — long enough for any single MCP session.

Data Flow

The sequence diagram below shows both the startup token acquisition and a runtime tool call. All API requests are GET requests to api.bunpro.jp/api/frontend/* with the token sent as a Bearer authorization header.

sequenceDiagram

participant Client as MCP Client participant Server as MCP Server participant Auth as Auth Module participant Site as bunpro.jp participant API as api.bunpro.jp

Note over Client,API: Startup: Token Acquisition Server->>Auth: Login(email, password) Auth->>Site: GET /login Site-->>Auth: HTML with CSRF token Auth->>Site: POST /users/sign_in (form-encoded) Site-->>Auth: frontend_api_token cookie Auth-->>Server: token

Note over Client,API: Runtime: Tool Calls Client->>Server: get_grammar_point(id) Server->>API: GET /api/frontend/reviewables/grammar_point/{id} Note over Server,API: Authorization: Bearer token API-->>Server: JSON:API response Server-->>Client: Formatted JSON result

Getting Started

Requirements
  • Go 1.27.3+ (to build from source)
  • A Bunpro account (free or paid)
Installation

Pre-built binaries are available from Releases.

Install from source:

go install github.com/jbeshir/mcp-servers/bunpro/cmd/bunpro-mcp@latest

Or build from the repo root:

make build
Configuration
VariableRequiredDescription
BUNPRO_EMAILYesBunpro account email
BUNPRO_PASSWORDYesBunpro account password
BUNPRO_API_URLNoAPI base URL (default: https://api.bunpro.jp)
BUNPRO_LOGIN_URLNoLogin page URL (default: https://bunpro.jp)
Claude Desktop
{

"mcpServers": { "bunpro": { "command": "/path/to/bunpro-mcp", "env": { "BUNPRO_EMAIL": "you@example.com", "BUNPRO_PASSWORD": "your-password" } } } }

Claude Code
claude mcp add bunpro /path/to/bunpro-mcp -e BUNPRO_EMAIL=you@example.com -e BUNPRO_PASSWORD=your-password

Tools

All tools are read-only. No tool modifies Bunpro data.

ToolParametersDescription
get_user--User profile: level, XP, streak, subscription status
get_study_queue--Due grammar and vocabulary review counts
get_decks--Deck settings: daily goals, progress, batch sizes
get_stats--Study statistics: days studied, streak, accuracy, badges
get_jlpt_progress--JLPT N5-N1 progress with SRS stage counts
get_review_forecastgranularity (optional): "daily" or "hourly"Upcoming review forecast split by grammar and vocabulary
get_srs_overview--Aggregate SRS level counts (beginner through master, plus ghost and self-study)
get_review_activity--Daily review counts for the past ~30 days
get_grammar_srs_detailslevel (required): beginner, adept, seasoned, expert, or master; page (optional)Paginated grammar review items at a specific SRS level
get_vocab_srs_detailslevel (required): beginner, adept, seasoned, expert, or master; page (optional)Paginated vocabulary review items at a specific SRS level
get_grammar_pointid (required)Grammar point details: meaning, structure, nuance, study questions
get_vocabslug_or_id (required): slug (e.g. "食べる") or numeric IDVocabulary details: readings, pitch accent, frequency, JMDict entries
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