ZBS Index What actually exists in applied AI, with the source next to it

mcp server

StockLens

AI-powered stock analysis: nightly ratings, on-demand deep-dives, and watchlist insights.

Description as published by the maintainer. Source

  • version 1.0.0
  • active

active — Registry entry last updated 2026-07-03.

What this server can do

5 functions, named and described by the server itself. Parameter names are shown because they say more about what a function does than its name usually does.

fetch_analysis_result(analysis_id)
Fetch the result or progress of a previously initiated StockLens analysis. Returns status (in_progress/complete/failed), progress percentage, and full result when complete. Each call returns the current state once; it does not wait for completion. While status is in_progress, retry_after_seconds is the earliest sensible time to check again — check again only if the user asks to continue. Complete results include composite score, domain breakdowns, key insights, and may include a plus-depth AI narrative. Required: analysis_id.
get_market_summary(ticker, exchange)
Retrieve the latest StockLens composite analysis summary for a stock ticker. Returns composite score (0-100), an overall rating, per-domain scores and grades, and key strengths and challenges. No authentication required — data is derived from most recent nightly analysis run. Use this to quickly assess a stock before deciding whether to run a full analysis. Required: ticker.
get_portfolio_insights
Retrieve StockLens analysis summaries for the authenticated user's watchlist. Returns available composite scores and grades for watchlisted stocks; either value may be absent when no completed score exists. FREE tier returns up to 3 holdings; PRO/MAX return the full watchlist. Use this to give users an overview of their portfolio's analytical health.
initiate_analysis(depth, ticker, exchange, time_range, risk_tolerance, analysis_emphasis, evidence_history_family)
Initiate a full StockLens AI analysis for a specific stock. Starting a new run may consume LENS_AI (standard) or LENS_AI_PLUS (plus depth with optional AI narratives) credits. Returns an analysis_id immediately — completion is asynchronous. Retrieve status or results with a separate fetch_analysis_result call when the user asks for them. A recent matching analysis may be reused; the receipt explicitly reports new_run_started and reused_existing without claiming an asynchronous credit charge has completed. Concurrent identical initiations receive retry guidance. FREE tier supports standard depth only; PRO/MAX tiers unlock plus depth. Required: ticker.
ping
Health check — returns pong to verify MCP connectivity

Last successful function declaration observed on . Source: https://mcp.stocklens.com/mcp. We list what the server declared; we do not call any of these functions.

Endpoint status observed on . Source: https://mcp.stocklens.com/mcp.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
Latest published version 1.0.0 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-07-03 When the registry record was last updated by its maintainer. point in time Model Context Protocol
First listed in the MCP Registry 2026-07-03 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
mcp tools declared 5 tools Number of functions the server itself declared when asked to list them. This is what the server offers an agent, not a measure of how well any of them work. as of probe mcp.stocklens.com
mcp endpoint status ok The server listed 5 functions when asked. as of probe mcp.stocklens.com

Where to get it

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. Tools declared by the MCP server at https://mcp.stocklens.com/mcp — mcp.stocklens.com, observed , trust tier 1.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.