Skip to main content

Connector between LLM agents and world data. 518+ endpoints aggregating 55+ primary sources across financial markets, macroeconomics, company fundamentals, government, physical world, and news. Works with Anthropic Claude, OpenAI GPT, Google Gemini, xAI, and any MCP-enabled IDE.

Project description

sugra-api-mcp

PyPI Python License

Connector between LLM agents and world data. Official Model Context Protocol server for the Sugra API - 518+ endpoints aggregating 55+ primary sources across financial markets, macroeconomics, company fundamentals, government, physical world, and news.

Works with Anthropic Claude, OpenAI GPT, Google Gemini, xAI, and any MCP-enabled IDE.

Client details:

  • Anthropic Claude: Claude Desktop, Claude Code (CLI), claude.ai (web)
  • OpenAI GPT: ChatGPT (via MCP connector)
  • Google Gemini: Gemini CLI, Gemini Code Assist (VS Code + JetBrains)
  • xAI: Remote MCP Tools in xAI SDK and Responses API
  • IDEs: VS Code (native), Cursor, Zed, Cline, Continue.dev, Windsurf
  • Custom agents: anything built on the Python or TypeScript MCP SDK

What you get

17 tools covering the full Sugra API:

Category Tools
Markets get_market_price, get_historical_prices, get_market_overview, search_symbol, get_prediction_market
Fundamentals get_company_overview, get_company_filings
Macro get_macro_indicator, get_central_bank_rate, search_economic_series
Government get_government_spending, get_treasury_data
Physical world get_weather, get_environmental_data
News get_news
Discovery search_endpoint, call_endpoint (covers all 518 endpoints)

Installation

pip install sugra-api-mcp

Get a free API key at app.sugra.ai/settings/billing (Free tier: 50 req/day).

Usage with Claude Desktop (stdio)

Add to claude_desktop_config.json:

  • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
  • Windows: %APPDATA%\Claude\claude_desktop_config.json
{
  "mcpServers": {
    "sugra": {
      "command": "sugra-api-mcp",
      "env": {
        "SUGRA_API_KEY": "sugra_xxx_yourkey..."
      }
    }
  }
}

Restart Claude Desktop. Sugra tools appear in the tools menu.

Usage with Claude Code (Anthropic CLI)

claude mcp add sugra -- sugra-api-mcp
# then set the env var that sugra-api-mcp reads
export SUGRA_API_KEY=sugra_xxx_...

Or edit ~/.claude/config.json manually with the same shape as Claude Desktop above.

Usage with Cursor, Zed, Cline, Continue.dev, Windsurf

Each of these has an MCP settings file (typically mcp.json or equivalent) with the same stdio config shape as Claude Desktop.

Usage with ChatGPT

ChatGPT supports MCP through its connector UI. Use the hosted HTTP endpoint (below) since ChatGPT does not launch local stdio processes.

Usage over HTTP (claude.ai, ChatGPT, remote agents)

Hosted Streamable HTTP endpoint:

https://app.sugra.ai/mcp

Add to claude.ai, ChatGPT, or any Streamable HTTP MCP client. Authenticate with Authorization: Bearer sugra_xxx_....

In claude.ai: Settings -> Connectors -> Add custom connector. In ChatGPT: Settings -> Connectors -> Add MCP server.

Environment variables

Variable Required Default Description
SUGRA_API_KEY Yes (stdio) - Your Sugra API key. In HTTP mode with OAuth this becomes a fallback for requests without Bearer
SUGRA_API_BASE No https://sugra.ai Override for self-hosted or beta environments
SUGRA_TIMEOUT No 30 Request timeout in seconds
SUGRA_MCP_ALLOWED_HOSTS No (HTTP) - Comma-separated hostnames to allow behind a reverse proxy

HTTP transport with OAuth (v0.2.0+)

When running with --transport streamable-http the server validates the incoming Authorization: Bearer ... header on every request. Two token formats are accepted:

  • Raw API key (sugra_...) - passed through as the downstream x-api-key. Backward compatible with v0.1.x.
  • OAuth JWT - signature verified against the issuer's JWKS. The sub claim identifies the user; the server then looks up that user's primary API key via an internal endpoint on the authorization server.
Variable Required Default Description
SUGRA_APP_URL HTTP + OAuth https://app.sugra.ai Base URL of the authorization server
SUGRA_JWKS_URL No $SUGRA_APP_URL/oauth/jwks.json JWKS endpoint
INTERNAL_API_TOKEN HTTP + OAuth - Shared secret for the user lookup endpoint on the authorization server. Same value must be set on both the MCP process and the app.sugra.ai Laravel process

Examples

Ask Claude:

  • "What's Bitcoin's current price and how did it move this week?"
  • "Show me Apple's income statement and debt profile."
  • "Compare US vs Germany CPI over the last 5 years."
  • "What's the Fed funds rate today, and what was the last change?"
  • "Find all Sugra endpoints related to shipping or vessels."

Troubleshooting

SUGRA_API_KEY environment variable is required

The server could not find your API key. Depending on how you run it:

  • As an MCP tool from your client (Claude, ChatGPT, Gemini, xAI, IDE, etc.): check the env block in your MCP config file. Value should be a full key like sugra_ao1_..., not empty and not wrapped in extra quotes.
  • Shell / CI: export SUGRA_API_KEY=sugra_... before running sugra-api-mcp.
  • HTTP mode: set via .env or systemd EnvironmentFile, not the shell.

401 Unauthorized or 403 Forbidden in tool responses

Key accepted but rejected. Common causes:

  • Key was regenerated in app.sugra.ai/settings/billing and your config still has the old one.
  • Typo - key contains only lowercase letters and digits, no spaces, no trailing newlines.
  • Free tier was deactivated. Sign in to verify status.

429 Too Many Requests

Hit your plan's daily limit. Response headers include X-RateLimit-Reset with the UTC timestamp when the counter resets (midnight UTC). Upgrade your plan at app.sugra.ai/settings/billing.

Invalid Host header (only if self-hosting HTTP mode)

FastMCP has DNS rebinding protection. Set SUGRA_MCP_ALLOWED_HOSTS to a comma-separated list of the public hostnames your reverse proxy serves. Example: SUGRA_MCP_ALLOWED_HOSTS=mcp.example.com,example.com.

Tool result truncated with meta.truncated notice

Some endpoints return very large payloads (global wildfires, full table catalogs). The client enforces the MCP 25k token limit - when hit, the data list is trimmed and a retry hint appears in meta.truncated.retry_hint. Add narrower filters (country, date range, limit) to get the full result.

Python version 3.13 or higher is required

sugra-api-mcp requires Python 3.13+. Check: python --version. If you have 3.12 or older:

  • Ubuntu: sudo add-apt-repository ppa:deadsnakes/ppa && sudo apt install python3.13
  • macOS: brew install python@3.13
  • Windows: download from python.org

Then recreate your venv.

Hosted app.sugra.ai/mcp returns 5xx

The hosted endpoint can briefly restart after deploys. Wait 60 seconds and retry. If persistent, email support@sugra.systems.

Debugging tool calls locally

Run with stdio and log JSON-RPC messages:

SUGRA_API_KEY=sugra_... sugra-api-mcp 2>&1 | tee mcp-debug.log

Send manual JSON-RPC from a second terminal using nc or an MCP inspector.

Development

git clone https://github.com/Sugra-Systems/prod-sugra-ai-MCP
cd prod-sugra-ai-MCP
pip install -e ".[dev,http]"
export SUGRA_API_KEY=sugra_...
python -m sugra_api_mcp  # stdio mode
python -m sugra_api_mcp --transport streamable-http --port 8001  # HTTP mode

Run tests:

pytest

License

MIT © Sugra Systems, Inc.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

sugra_api_mcp-0.2.0.tar.gz (20.9 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

sugra_api_mcp-0.2.0-py3-none-any.whl (23.6 kB view details)

Uploaded Python 3

File details

Details for the file sugra_api_mcp-0.2.0.tar.gz.

File metadata

  • Download URL: sugra_api_mcp-0.2.0.tar.gz
  • Upload date:
  • Size: 20.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for sugra_api_mcp-0.2.0.tar.gz
Algorithm Hash digest
SHA256 fc14c18caf3e53a1f47fe3b41314cc9465bc54b5fa48daea6173e8d69619813d
MD5 331a3aaf7899b0d88f6de10fc53d7b22
BLAKE2b-256 e226c25abe7c08d2cbc5ae2206f51bc322cf0622d275475ee216910093f60884

See more details on using hashes here.

Provenance

The following attestation bundles were made for sugra_api_mcp-0.2.0.tar.gz:

Publisher: publish-pypi.yml on Sugra-Systems/prod-sugra-ai-MCP

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file sugra_api_mcp-0.2.0-py3-none-any.whl.

File metadata

  • Download URL: sugra_api_mcp-0.2.0-py3-none-any.whl
  • Upload date:
  • Size: 23.6 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for sugra_api_mcp-0.2.0-py3-none-any.whl
Algorithm Hash digest
SHA256 a40051b21fd0b67981336c1fe4de6d0956dddd4636c1fc3d3fcc5bedf6892ccb
MD5 11ee3c393bb9f6375a3e1a969ba752f8
BLAKE2b-256 e929a487aaec2f89ef8b9beebc30b3f3c11a01b695b8cbbaff35838edeb2226d

See more details on using hashes here.

Provenance

The following attestation bundles were made for sugra_api_mcp-0.2.0-py3-none-any.whl:

Publisher: publish-pypi.yml on Sugra-Systems/prod-sugra-ai-MCP

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page