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MCP server for Japanese stock market data via J-Quants API — tools for price history, financials, screeners, and candlestick charts

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Last scanned: 6/11/2026
Install in Claude Code / Claude Desktop
Method: pip / Python · jquants-mcp
Claude Code CLI
claude mcp add jquants-mcp -- python -m jquants-mcp
claude_desktop_config.json (Claude Desktop)
{
  "mcpServers": {
    "jquants-mcp": {
      "command": "python",
      "args": ["-m", "jquants-mcp"],
      "env": {
        "GITHUB_CLIENT_SECRET": "<github_client_secret>",
        "OAUTH_BASE_URL": "<oauth_base_url>",
        "OAUTH_JWT_SIGNING_KEY": "<oauth_jwt_signing_key>",
        "MCP_ENCRYPTION_KEY": "<mcp_encryption_key>"
      }
    }
  }
}
1. Run the command above in your terminal (Claude Code), or paste the JSON config into claude_desktop_config.json (Claude Desktop).
2. Replace any <placeholder> values with your API keys or paths.
3. Restart Claude. The MCP server and its tools appear automatically.
💡 Install first: pip install jquants-mcp
Detected environment variables
GITHUB_CLIENT_SECRETOAUTH_BASE_URLOAUTH_JWT_SIGNING_KEYMCP_ENCRYPTION_KEY
Use cases

MCP Servers overview

<!-- mcp-name: io.github.shigechika/jquants-mcp -->

# jquants-mcp

English | [日本語](README.ja.md)

An [MCP (Model Context Protocol)](https://modelcontextprotocol.io/) server that retrieves Japanese stock market data via [J-Quants API v2](https://jpx-jquants.com/).

User-facing documentation site: <https://shigechika.github.io/jquants-mcp/> (also available in [日本語](https://shigechika.github.io/jquants-mcp/ja/)) — start there if you want a gentler 5-minute introduction. This README is the technical reference (config schema, all 55 tools with parameter tables, deployment).

Release history and changelog: [GitHub Releases](https://github.com/shigechika/jquants-mcp/releases).

Deployment shapes (stdio / Docker Compose / self-hosted HTTP / Cloud Run) and how to pick between them: see [docs/deploy/](docs/deploy/).

## Demo

<p align="center">
  <img src="docs/screenshots/jquants-mcp-demo.gif" alt="24-second loop on the Claude iPhone app cycling through sector performance, top turnover ranking, candlestick chart with SMA, quarterly financial summary, and a 5-stock return comparison" width="330">
</p>

24-second loop showing real output from the Claude iPhone app calling jquants-mcp tools:

- Sector performance ranking (業種別騰落率) — `get_sector_performance`
- Top turnover by trading value (売買代金ランキング) — `get_top_turnover_value`
- Candlestick chart with SMA — `get_candlestick_data`
- Quarterly financial summary (決算ダイジェスト) — `get_fins_summary`
- 5-stock return comparison — `get_comparison_chart_data`

Individual frames are in [docs/screenshots/](docs/screenshots/).

## Features

- **55 MCP tools** — 22 J-Quants API v2 endpoints, 11 market overview + valuation, 10 offline screener, 1 technical indicators, 1 single-stock summary, 3 cache-only equity search + earnings (schedule + results), 2 chart tools (JSON, no optional dependencies), and 5 server utilities
- **Two-tier SQLite cache** — row-level cache for time-series data, response-level cache with TTL for others
- **Stock split detection** — automatic cache invalidation when AdjFactor changes
- **Rate limiting** — plan-aware sliding window (Free: 5/min, Light: 60, Standard: 120, Premium: 500)
- **Retry with backoff** — automatic retry for 429/5xx errors
- **Pagination** — transparent multi-page fetching
- **Plan-aware** — all tools registered regardless of plan; graceful error messages on restriction

## Requirements

- Python 3.10+
- [J-Quants API key](https://jpx-jquants.com/) (Free plan or above)

## Installation

```bash
# Using uv (recommended)
uv pip install jquants-mcp

# Using pip
pip install jquants-mcp
```

### From source

```bash
git clone https://github.com/shigechika/jquants-mcp.git
cd jquants-mcp
uv sync --dev
```

## Configuration

Settings are loaded with the following priority (later wins):

1. `~/.jquants-api/jquants-api.toml` — API key only (J-Quants official config)
2. `~/.config/jquants-mcp/config.ini` (user global)
3. `./config.ini` (current directory)
4. Environment variables (from MCP client or shell)

### API Key (zero-config)

If you already use [jquants-api-client](https://github.com/J-Quants/jquants-api-client-python), your API key is automatically read from `~/.jquants-api/jquants-api.toml`. No extra configuration needed.

### API Key via browser login

```sh
jquants-mcp login
```

Opens a browser to J-Quants (AWS Cognito, PKCE flow), and on success writes the API key to `~/.config/jquants-mcp/config.ini` (mode 0600). Same auth backend as the [official jquants-cli](https://github.com/J-Quants/jquants-cli). Use `jquants-mcp logout` to clear the saved key.

### config.ini

MCP-specific settings (cache, client behavior):

```ini
[jquants]
# cache_dir = ~/.cache/jquants-mcp
# base_url = https://api.jquants.com/v2

[client]
# max_retries = 5
# retry_base_delay = 1.0
# max_pages = 10

[server]
# ssl_certfile = /path/to/fullchain.pem
# ssl_keyfile = /path/to/privkey.pem
# bearer_token = <secret>
# encryption_key = <random-secret>   # enables per-user API key storage (multi-user mode)

[oauth]
# github_client_id = <your-github-client-id>
# github_client_secret = <your-github-client-secret>
# base_url = https://mcp.example.com
# jwt_signing_key = <random-secret>  # optional: auto-generated if blank
# require_consent = true
```

### Environment Variables

| Variable | Required | Default | Description |
|---|---|---|---|
| `JQUANTS_API_KEY` | No* | — | J-Quants API key |
| `JQUANTS_API_TOML_PATH` | No | `~/.jquants-api/jquants-api.toml` | Path to the J-Quants official config file. Override to avoid macOS 26+ launchd sandbox restrictions (see [macOS launchd note](#macos-launchd-note) below) |
| `JQUANTS_PLAN` | No | auto-detect | Plan: `free` / `light` / `standard` / `premium` (auto-detected from the API key at server startup; set this variable only to override) |
| `JQUANTS_CACHE_DIR` | No | `~/.cache/jquants-mcp` | Cache directory path |
| `JQUANTS_BASE_URL` | No | `https://api.jquants.com/v2` | API base URL |
| `MAX_RETRIES` | No | `5` | Max retry attempts for failed requests |
| `RETRY_BASE_DELAY` | No | `1.0` | Base delay (seconds) for exponential backoff |
| `MAX_PAGES` | No | `10` | Max pages to fetch per paginated request |
| `SSL_CERTFILE` | No | — | Path to SSL certificate file (HTTP transport) |
| `SSL_KEYFILE` | No | — | Path to SSL private key file (HTTP transport) |
| `MCP_BEARER_TOKEN` | No | — | Bearer token for HTTP authentication |
| `GITHUB_CLIENT_ID` | No | — | GitHub OAuth App client ID (enables GitHub OAuth 2.1) |
| `GITHUB_CLIENT_SECRET` | No | — | GitHub OAuth App client secret |
| `GOOGLE_CLIENT_ID` | No | — | Google OAuth 2.0 client ID (enables Google OAuth 2.1) |
| `GOOGLE_CLIENT_SECRET` | No | — | Google OAuth 2.0 client secret |
| `OAUTH_PROVIDER` | No | `github` | OAuth provider: `github` or `google` |
| `OAUTH_BASE_URL` | No | — | Public base URL of the server (e.g. `https://mcp.example.com`) |
| `OAUTH_JWT_SIGNING_KEY` | No | auto | Secret for JWT signing; auto-generated if blank |
| `OAUTH_REQUIRE_CONSENT` | No | `true` | Show OAuth consent screen on every login (`true`/`false`) |
| `MCP_ENCRYPTION_KEY` | No | — | Passphrase for AES-256-GCM encryption of per-user API keys |
| `MCP_ENCRYPTION_KEY_PREVIOUS` | No | — | Previous encryption passphrase — enables dual-key decrypt during a rotation window. See [secrets rotation runbook](docs/runbooks/secrets-rotation.md) |
| `RATE_LIMIT_PER_MINUTE` | No | `60` | Per-user request ceiling (multi-user mode). Applies per OAuth user |
| `RATE_LIMIT_BURST` | No | `20` | Per-user burst allowance (token-bucket capacity) |
| `JQUANTS_ALLOWED_EMAILS` | No | — | Comma-separated allowlist of emails. Empty = allow any authenticated user (self-host default). Set this on public Cloud Run instances to restrict access; unauthorized users get a 403-style message pointing them to self-host |

\* API key is auto-detected from `~/.jquants-api/jquants-api.toml`. Set `JQUANTS_API_KEY` only to override.

Environment variables override both `config.ini` and `jquants-api.toml`. This allows MCP clients (Claude Desktop, Claude Code) to pass settings via their `env` block while keeping defaults elsewhere.

### macOS launchd note

If you run `jquants-mcp` as a **macOS LaunchAgent** and the API key lives in `~/.jquants-api/jquants-api.toml`, the server may silently hang during startup on macOS 26 or later. The TCC sandbox applied to launchd-spawned processes blocks `open()` on some dotfiles under `$HOME` (mode `600`), and the process never reaches the port-bind step.

Workaround: copy the toml outside the sandboxed home hierarchy and point the server at it via `JQUANTS_API_TOML_PATH`:

```sh
sudo mkdir -p /usr/local/etc/jquants-mcp
sudo cp ~/.jquants-api/jquants-api.toml /usr/local/etc/jquants-mcp/jquants-api.toml
sudo chown "$USER":staff /usr/local/etc/jquants-mcp/jquants-api.toml
sudo chmod 600 /usr/local/etc/jquants-mcp/jquants-api.toml
```

Then add the following to your LaunchAgent plist's `EnvironmentVariables` dict:

```xml
<key>JQUANTS_API_TOML_PATH</key>
<string>/usr/local/etc/jquants-mcp/jquants-api.toml</string>
```

Alternatives: set `JQUANTS_API_KEY` directly in the plist (simpler but puts the key in a plist file that Time Machine / iCloud may back up), or put `api_key =` directly in `~/.config/jquants-mcp/config.ini` (if that path is not sandbox-blocked on your macOS version).

Linux/systemd and other init systems are not affected.

## Authentication

jquants-mcp supports four authentication modes:

| Mode | When to use |
|---|---|
| None | Local stdio or trusted LAN (single user) |
| Bearer Token | Single-user remote access over HTTPS |
| GitHub OAuth 2.1 | Multi-user access / Claude Desktop Connectors |
| Google OAuth 2.1 | Multi-user access via Google account |

The mode is selected automatically at startup:

1. **Google OAuth 2.1** — when `GOOGLE_CLIENT_ID`, `GOOGLE_CLIENT_SECRET`, and `OAUTH_BASE_URL` are all set, and `OAUTH_PROVIDER=google`
2. **GitHub OAuth 2.1** — when `GITHUB_CLIENT_ID`, `GITHUB_CLIENT_SECRET`, and `OAUTH_BASE_URL` are all set
3. **Bearer Token** — when `MCP_BEARER_TOKEN` (or `bearer_token` in `config.ini`) is set
4. **None** — no authentication (stdio transport or trusted environment)

### GitHub OAuth 2.1

The server acts as an OAuth 2.1 authorization server using GitHub as the upstream identity provider (IdP). Clients are redirected to GitHub's login page; the server exchanges the authorization code for a signed JWT that identifies the user across requests.

#### 1. Create a GitHub OAuth App

1. Go to **GitHub → Settings → Developer settings → OAuth Apps → New OAuth App**
2. Fill in:
   - **Application name**: `jquants-mcp` (or any name)
   - **Homepage URL**: your server's public base URL (e.g. `https://mcp.example.com`)
   - **Authorization callback URL**: `https://mcp.example.com/oauth/callback`
3. Click **Register application**, then click **Generate a new client secret**
4. Copy the **Client ID** and the generated **Client secret**

#### 2. Configure the server

*
claudefastmcpjapan-stockjpxjquantsmcpsqlitestock-market

What people ask about jquants-mcp

What is shigechika/jquants-mcp?

+

shigechika/jquants-mcp is mcp servers for the Claude AI ecosystem. MCP server for Japanese stock market data via J-Quants API — tools for price history, financials, screeners, and candlestick charts It has 2 GitHub stars and was last updated today.

How do I install jquants-mcp?

+

You can install jquants-mcp by cloning the repository (https://github.com/shigechika/jquants-mcp) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.

Is shigechika/jquants-mcp safe to use?

+

Our security agent has analyzed shigechika/jquants-mcp and assigned a Trust Score of 87/100 (tier: Trusted). See the full breakdown of passed checks and flags on this page.

Who maintains shigechika/jquants-mcp?

+

shigechika/jquants-mcp is maintained by shigechika. The last recorded GitHub activity is from today, with 4 open issues.

Are there alternatives to jquants-mcp?

+

Yes. On ClaudeWave you can browse similar mcp servers at /categories/mcp, sorted by popularity or recent activity.

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