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  1. Home
  2. πŸ’° Finance & Fintech
  3. Aletaindex Fin Narratives
Aletaindex Fin Narratives logo
Health: ActiveRecent health check succeeded.Last checked 9/9/2026, 12:32:14 PM

Aletaindex Fin Narratives

User RatingsBe the first to rate and review this MCP server!
View Repository2 GitHub StarsTotal stargazers on GitHub for the source repository (2 stars).Visit Website
financemarket-analysissentimentnarratives

Tracks financial narratives, sentiment momentum, and narrative risk across 109 stock tickers for AI-driven market analysis.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β€” or use 1-click editor setup below.

Add to CursorAdd to VS Code
Not yet automatically verified

We haven't yet run this listing's install command through our automated sandbox check. This isn't a red flag β€” we're steadily working through the catalog.

Manual Client & Custom JSON ConfigExpand JSON β–Ύ

Client Config & Setup

Choose your client or environment
Target File:~/Library/Application Support/Claude/claude_desktop_config.json
claude_desktop_config.json
{
  "mcpServers": {
    "aletaindex-aletaindex-fin-narratives": {
      "command": "uvx",
      "args": [
        "narrative-intelligence-mcp"
      ]
    }
  }
}

πŸ’‘ Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Install Directory Badge Claim listing AlternativesπŸ’° More in Finance & Fintech

Overview

This MCP server turns financial news into structured narratives, daily topics, sentiment scores, and behavioral trends. Use it when an AI agent needs narrative-level market context rather than raw articles or basic sentiment scores. It supports local MCP integration, directory-based setup, and direct REST API access.

Use cases

β€’Identify narratives driving a stock
β€’Monitor sentiment shifts over time
β€’Assess narrative risk across portfolios
β€’Compare article volume and sentiment across tickers
β€’Analyze evolving financial stories

Key features

β€’Clusters news articles into structured narratives
β€’Measures sentiment momentum and trajectories
β€’Reports daily topics and article counts
β€’Maps narrative risk across portfolios
β€’Provides data for 109 stock tickers
β€’Offers MCP and REST API access

Capabilities & Tool Schemas

Inspect callable tools, capabilities, and parameters exposed to AI agents by Aletaindex Fin Narratives.

Extracted Tool Capabilities
Clusters news articles into structured narratives
Measures sentiment momentum and trajectories
Reports daily topics and article counts
Maps narrative risk across portfolios
Provides data for 109 stock tickers
Offers MCP and REST API access

Documentation Overview

AletaIndex Narrative Intelligence API

PyPI Python License: Apache 2.0 Smithery Glama

Give your AI agent a financial narrative brain.

AletaIndex tracks how financial stories evolve across thousands of news sources in real time β€” clustering articles into structured narratives, measuring sentiment momentum, and mapping narrative risk across portfolios. Available for 109 tickers across all major sectors.

Instead of raw news feeds or simple sentiment scores, your agent gets narrative-level intelligence: what the market is talking about, how strongly, and whether it's shifting.

Dominant Narrative Evolution β€” TSLA 180-day view showing 5 persistent narrative threads, article volume, and daily return overlay


What Your Agent Can Do

πŸ’‘ For best results, paste this at the start of your conversation:

Code
You have access to the Aleta Index MCP, which provides narrative intelligence
derived from institutional news sources.

When analyzing stocks, prioritize the narrative layer: global narratives,
daily topics, sentiment scores, mention counts, sentiment trends, and
behavioral patterns. The narrative layer aggregates signal across hundreds
of sources and contains sufficient information for analysis β€” avoid reading
individual article bodies unless specifically necessary.
Code
You: "What narratives are driving NVDA right now? Any sentiment shifts?"

Agent: NVDA is currently dominated by two narratives:
  1. "AI Infrastructure Supercycle" β€” 47 articles, sentiment +0.68, trending up
  2. "Export Control Headwinds" β€” 23 articles, sentiment -0.41, stable

  Sentiment on "Export Control Headwinds" has improved +0.12 over the past week,
  suggesting the market is pricing in less risk from the latest policy signals.

No prompt engineering required. The agent knows how to query the data automatically.


Three Ways to Integrate

Option A β€” MCP Server via PyPI (Local install, recommended)

One-line config via uvx. Works with Claude Code, Claude Desktop, Cursor, Windsurf, and any MCP-compatible agent. β†’ MCP Quickstart

Option B β€” MCP Directories (Zero install)

One click on Smithery or Glama. Works with Claude, Cursor, Windsurf, and any MCP-compatible agent β€” no local setup required. β†’ Add on Smithery Β· Add on Glama

Option C β€” REST API

Direct HTTP calls. Works with any language or framework. β†’ API Reference


Pricing

TierTickersHistoryCreditsPrice
Free Trial10 tickers90 days500 (one-time)Free, 7 days
PlusAll 109 tickers180 days2,500/month$99/mo
ScaleAll 109 tickersFull historyCustomCustom β€” contact us

Free tickers: TSLA NVDA AAPL MSFT AMZN GOOGL META AMD NFLX JPM

β†’ Get your API key


Quick Example

server.ts
import requests
from datetime import date, timedelta

API_KEY  = "nk_your_key_here"
BASE_URL = "https://aletaindex-narrative.com"

to_date   = date.today()
from_date = to_date - timedelta(days=6)  # 7-day window (inclusive)

resp = requests.get(
    f"{BASE_URL}/v1/narratives/comprehensive",
    headers={"X-API-Key": API_KEY},
    params={
        "tickers":   "NVDA",
        "from_date": from_date.isoformat(),
        "to_date":   to_date.isoformat(),
    },
)

data = resp.json()
for narrative in data["results"][0]["global_narratives"]:
    sentiment = narrative["sentiment"]
    print(narrative["title"], "-", sentiment["sentiment_label"], f"({sentiment['avg_sentiment']:.2f})")

Example response (truncated):

config.json
{
  "results": [
    {
      "ticker": "NVDA",
      "global_narratives": [
        {
          "narrative_id": 142,
          "title": "AI Infrastructure Supercycle",
          "dominance_score": 0.847,
          "is_active": true,
          "daily_topics": [
            {
              "event_date": "2026-05-10",
              "article_count": 14,
              "sentiment": {
                "avg_sentiment": 0.71,
                "sentiment_label": "Positive",
                "trajectory": "Escalating"
              }
            }
          ]
        },
        {
          "narrative_id": 89,
          "title": "Export Control Headwinds",
          "dominance_score": 0.312,
          "is_active": true,
          "daily_topics": [
            {
              "event_date": "2026-05-10",
              "article_count": 6,
              "sentiment": {
                "avg_sentiment": -0.38,
                "sentiment_label": "Negative",
                "trajectory": "Stable"
              }
            }
          ]
        }
      ]
    }
  ]
}

Documentation

  • API Reference β€” endpoints, parameters, response schemas
  • Data Model β€” narrative hierarchy explained
  • MCP Quickstart β€” agent integration in 2 minutes
  • Direct API Guide β€” REST integration guide
  • Example Prompts β€” prompt templates for trading agents

Read the full README β†’View source on GitHub β†’

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Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks β€” not a rating.

GitHub stars
2
Stargazers on the source repository.
Last commit
6d ago
Most recent push to the default branch.
Directory activity
1 views
Config copies, upvotes, and views on AllMCPs.

Reviews

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Frequently Asked Questions about Aletaindex Fin Narratives

It provides narrative intelligence for 109 tickers across major sectors.

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Technical Specs & Signals

CategoryπŸ’°Finance & Fintech
PricingFreemium
More technical detailsExpand β–Ύ
TransportSTDIO
RuntimePython
AuthAPI key
LicenseMIT
ClientsClaude Desktop, Cursor, Windsurf
Last updatedSep 6, 2026
10/10 checks healthy over the last 33d
Views1
Unique ViewsTotal visits recorded for this listing page on AllMCPs.
Installs0
Installs & Copy ActionsTotal times users copied install commands or configuration snippets for this server.
GitHub stars2
GitHub Star CountTotal stargazers on GitHub representing community popularity (2 stars).
Last commit6d ago
Last Repository CommitThe most recent commit or push recorded for this server's GitHub repository.Last commit on Sep 6, 2026
53Quality signal: Good Β· 53/100How this signal is calculated β–Ύ
Server availabilityNot measured

Not scored for repo-hosted servers β€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20
Documentation & tools25/30
Adoption & activity5/15
Community engagement0/10

A guidance signal from public completeness & health data β€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

Supply-chain signal

No high-severity advisories surfaced by our automated scan.

Critical 0High 0Medium 0Low 0

Scanned 8d ago via OSV.dev Β· narrative-intelligence-mcp (PyPI)

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