SEC Intelligence MCP server

<!-- mcp-name: io.github.jahanv01/sec-intelligence-mcp -->

🔎 SEC Intelligence MCP — Document-Grounded Financial AI

Ask Claude Desktop real questions about SEC filings — 10-Ks, 10-Qs, 8-Ks — and get answers quoted directly from the actual filing text, with a citation to the exact section (and page, where available) on every claim. Not a summary from training data. Not a guess.

Try it now: uvx sec-intelligence-mcp — see Quick install below.

Why this is different

Most finance-related MCP servers are data-API wrappers: they hand back numbers (revenue, EPS, price) from a database. None of the ones we surveyed read the actual filing documents, so none can answer a question that requires understanding what a company's management actually said — e.g. "how did NVIDIA's management explain the datacenter revenue surge?" or "did Amazon's forward guidance tone change between quarters?"

This server retrieves and quotes the real filing text with a citation on every claim, and its answer-generation prompt explicitly refuses to use prior/general knowledge when the retrieved passages don't contain the answer — verified live: asking about NVIDIA's non-existent "Mars operations" correctly returns "not present in the filing" rather than an invented answer. It also ships an automated RAGAS evaluation harness (see Evaluation results) that measures this claim on 50 real questions rather than just asserting it.

🚀 Quick install

Published on PyPI: https://pypi.org/project/sec-intelligence-mcp/. No clone, no build step — uv fetches and runs it on demand:

uvx sec-intelligence-mcp

That's the whole install. Two more things and you're ready to use it in Claude Desktop:

1. Get your free API keys

All four take under 5 minutes total, no credit card anywhere.

Don't have Docker or want to skip signing up for Qdrant? See the note in Getting Qdrant running below.

2. Connect Claude Desktop

Add this to your claudedesktopconfig.json (Windows: %APPDATA%\Claude\claudedesktopconfig.json, macOS: ~/Library/Application Support/Claude/claudedesktopconfig.json):

{
  "mcpServers": {
    "sec-intelligence-mcp": {
      "command": "uvx",
      "args": ["sec-intelligence-mcp"],
      "env": {
        "GEMINI_API_KEY": "your-key",
        "QDRANT_URL": "http://localhost:6333",
        "LANGFUSE_SECRET_KEY": "your-key",
        "LANGFUSE_PUBLIC_KEY": "your-key"
      }
    }
  }
}

Restart Claude Desktop, open the tools list (hammer icon), and confirm sec-intelligence-mcp appears with a ping tool. That confirms the connection works before you rely on it for a real question.

3. Try it out

Every session starts by ingesting the company you want to ask about — that's what indexes its filings so they can be searched. Then just ask in plain English:

Shortened. The full README is on GitHub.