INDIVIDUAL MCP TOOL
search_companies
Natural-language / thematic search over the stocks-llm knowledge base of US public companies: S&P 500 + NASDAQ-100 + Dow Jones + Russell 1000 + Russell 2000 (deduped — effectively the Russell 3000 plus the Dow), spanning large-, mid-, AND small-cap companies (~2,900+).
LIVE ENDPOINT
https://stocks-llm.com/mcp
Connect to this endpoint to inspect the live schema for search_companies and invoke it with your own arguments.
Indexed input schema
{}Risk classification
Inferred read-only · medium confidence · heuristic, not a guarantee.
- No write-capable action terms were found; this is not proof that invocation has no side effects.
Parent server
CONNECT WITH APPROVAL
Client installation
Review this server and its permissions before adding it. Secret placeholders must be set locally.
Codex
~/.codex/config.toml
[mcp_servers.stocks-llm]
url = "https://stocks-llm.com/mcp"
enabled = true
Claude Code
.mcp.json
{
"mcpServers": {
"stocks-llm": {
"type": "http",
"url": "https://stocks-llm.com/mcp"
}
}
}
Claude Desktop
Settings → Connectors → Add custom connector
Name: stocks-llm
Remote MCP URL: https://stocks-llm.com/mcp
Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.
Cursor
.cursor/mcp.json
{
"mcpServers": {
"stocks-llm": {
"url": "https://stocks-llm.com/mcp"
}
}
}
Visual Studio Code
.vscode/mcp.json
Add to Visual Studio Code{
"servers": {
"stocks-llm": {
"type": "http",
"url": "https://stocks-llm.com/mcp"
}
}
}
Generic MCP
Client-specific MCP configuration
{
"name": "stocks-llm",
"transport": "streamable-http",
"url": "https://stocks-llm.com/mcp"
}
MCP Inspector
Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.
Related tools
get_company_profile— Full enriched profile for ONE company (mirrors the /company/{ticker} page): name, ticker, sector, the LLM business summary + one-line pitch, key fundamentals (price + as-of date, market cap, margins, ROE/ROA, valuation), dividend facts, competitors, plus its latest SEC filings — the DATED evidence you cite.compare_companies— Head-to-head comparison of TWO companies (mirrors the /compare/{a}-vs-{b} page): the same real, dated side-by-side metrics — price, market cap, P/E, PEG, margins, ROE/ROA, debt/equity, revenue growth, dividend yield + streak, beta, 1-year return — plus each company's one-line pitch.