Rayana AI

Official20 tools

by rayana

Read-only impersonal market research: portfolio rankings, ticker scores, signals, daily briefs.

MCP Server: ai.rayana/rayana-ai

The MCP server ai.rayana/rayana-ai provides read-only, impersonal market research. It exposes portfolio-related outputs including portfolio rankings and ticker scores, along with signals and daily briefs. The server is oriented around information retrieval rather than write operations.

🛠️ Key Features

Read-only market research
Portfolio rankings
Ticker scores
Signals
Daily briefs

🚀 Use Cases

Retrieve portfolio ranking information
Access ticker score summaries
Get signals for market-research workflows
Consume daily briefs for ongoing review

⚡ Developer Benefits

Consistent read-only access to market-research data
Structured inputs for portfolio ranking, ticker scoring, signals, and daily brief consumption

⚠️ Limitations

Does not support modifying or writing market data (read-only by description)

Captured live from the server via tools/list.

rayana_ai_rankings

Latest ranked candidate batch for a lane: daily (the main research lane), turtle (breakout system), or mr (mean-reversion). Rows come back in rank order, best first, so the default page is the top of the batch. ``total`` in the response is the batch size; when it exceeds ``count``, page with ``offset``. ``include_assessment`` adds each row's technical blob (pattern and cluster validation, volume profile) — it triples the response, so prefer ``rayana_ai_ticker`` for one name's detail and leave this off when scanning.

Parameters4

lane	string	optional
limit	integer	optional
offset	integer	optional
include_assessment	boolean	optional

Raw schema

{
  "type": "object",
  "properties": {
    "lane": {
      "default": "daily",
      "enum": [
        "daily",
        "turtle",
        "mr"
      ],
      "title": "Lane",
      "type": "string"
    },
    "limit": {
      "default": 25,
      "title": "Limit",
      "type": "integer"
    },
    "offset": {
      "default": 0,
      "title": "Offset",
      "type": "integer"
    },
    "include_assessment": {
      "default": false,
      "title": "Include Assessment",
      "type": "boolean"
    }
  },
  "title": "rayana_ai_rankingsArguments"
}

rayana_ai_lanes

Which lanes (daily/turtle/mr) currently have a batch available.

Parameters

No parameters.

Raw schema

{
  "type": "object",
  "properties": {},
  "title": "rayana_ai_lanesArguments"
}

rayana_ai_signals

Latest aggregator-consensus batch for one asset lane: which tickers cleared the signal pipeline, blended agg_score, confirming source count.

Parameters2

lane	string	optional
limit	integer	optional

Raw schema

{
  "type": "object",
  "properties": {
    "lane": {
      "default": "equity",
      "enum": [
        "equity",
        "crypto",
        "commodity"
      ],
      "title": "Lane",
      "type": "string"
    },
    "limit": {
      "default": 60,
      "title": "Limit",
      "type": "integer"
    }
  },
  "title": "rayana_ai_signalsArguments"
}

rayana_ai_consensus

Per-source consensus snapshots (insider trades, congressional trades, earnings beats, dated catalysts, on-chain flows, 13F filings, AI news-beneficiary reads). Omit ``source`` for every source at once, or pass one of the slugs returned in a rankings/signals row's source list. ``limit`` caps rows per source. The sources are very unevenly sized — institutional holdings runs to ~1700 rows where on-chain flows may have two — so a source that comes back with exactly ``limit`` rows probably has more, and narrowing with ``source`` and raising ``limit`` reads that one layer deeply for far less context than raising ``limit`` across all seven.

Parameters2

source	any	optional
limit	integer	optional

Raw schema

{
  "type": "object",
  "properties": {
    "source": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Source"
    },
    "limit": {
      "default": 25,
      "title": "Limit",
      "type": "integer"
    }
  },
  "title": "rayana_ai_consensusArguments"
}

rayana_ai_ticker

Full per-ticker research view: score, lane membership, per-source signals, virality, consensus, cluster-rotation position, forward returns.

Parameters1

symbol

string

required

Raw schema

{
  "type": "object",
  "properties": {
    "symbol": {
      "title": "Symbol",
      "type": "string"
    }
  },
  "required": [
    "symbol"
  ],
  "title": "rayana_ai_tickerArguments"
}

rayana_ai_ticker_price

Daily close-price history for one ticker over the given period. Long periods are evenly sampled down to ``max_points`` bars rather than cut short, so the series still spans the whole period — ``5Y`` and ``MAX`` return the shape of the history, not its last year. ``last_close``, ``change_pct`` and the ``range_low``/``range_high`` extremes are computed over every bar regardless of sampling.

Parameters3

symbol	string	required
period	string	optional
max_points	integer	optional

Raw schema

{
  "type": "object",
  "properties": {
    "symbol": {
      "title": "Symbol",
      "type": "string"
    },
    "period": {
      "default": "1Y",
      "enum": [
        "1M",
        "6M",
        "YTD",
        "1Y",
        "5Y",
        "MAX"
      ],
      "title": "Period",
      "type": "string"
    },
    "max_points": {
      "default": 260,
      "title": "Max Points",
      "type": "integer"
    }
  },
  "required": [
    "symbol"
  ],
  "title": "rayana_ai_ticker_priceArguments"
}

rayana_ai_ticker_analyst

Today's cached AI ticker-analyst read (lean, conviction, thesis, evidence for/against, invalidation condition). Never triggers a new model call; 404s if nothing was generated today for this ticker.

Parameters1

symbol

string

required

Raw schema

{
  "type": "object",
  "properties": {
    "symbol": {
      "title": "Symbol",
      "type": "string"
    }
  },
  "required": [
    "symbol"
  ],
  "title": "rayana_ai_ticker_analystArguments"
}

rayana_ai_ticker_articles

One ticker's published article history, newest first.

Parameters1

symbol

string

required

Raw schema

{
  "type": "object",
  "properties": {
    "symbol": {
      "title": "Symbol",
      "type": "string"
    }
  },
  "required": [
    "symbol"
  ],
  "title": "rayana_ai_ticker_articlesArguments"
}

rayana_ai_rotation

Cluster-rotation layer. ``summary``: latest per-cluster RRG quadrant/rank rows with deltas, plus the most recent quadrant-crossing events (``days`` controls the window both are computed over). ``laggards``: members trailing a firing cluster's leader. ``discovered``: unsupervised cluster-discovery cohorts the structural taxonomy misses. ``members``: structural cluster membership. On ``summary``, two blocks are trimmed because together they are 80% of the response while answering a narrower question than the rows do. ``include_trajectory`` adds each cluster's full rank series — a chart payload, off by default. ``events`` returns the newest 25 crossings; if exactly 25 come back there are probably older ones, and a wider ``days`` is not what returns them.

Parameters3

view	string	optional
days	integer	optional
include_trajectory	boolean	optional

Raw schema

{
  "type": "object",
  "properties": {
    "view": {
      "default": "summary",
      "enum": [
        "summary",
        "laggards",
        "discovered",
        "members"
      ],
      "title": "View",
      "type": "string"
    },
    "days": {
      "default": 45,
      "title": "Days",
      "type": "integer"
    },
    "include_trajectory": {
      "default": false,
      "title": "Include Trajectory",
      "type": "boolean"
    }
  },
  "title": "rayana_ai_rotationArguments"
}

rayana_ai_trends

The attention leaderboard: latest virality snapshot ranked by VScore, with the full intensity/breadth/slope/vramp decomposition.

Parameters1

limit

integer

optional

Raw schema

{
  "type": "object",
  "properties": {
    "limit": {
      "default": 40,
      "title": "Limit",
      "type": "integer"
    }
  },
  "title": "rayana_ai_trendsArguments"
}

rayana_ai_trends_detail

The attention layer's raw texture. ``sources``: per-source reach today. ``heat``: per-(ticker, source) attention contributions. ``search``: rising/breakout consumer search queries. ``video``: rising video-view velocity. ``limit`` applies to search/video only; omit it to use that view's own default.

Parameters2

view	string	required
limit	any	optional

Raw schema

{
  "type": "object",
  "properties": {
    "view": {
      "enum": [
        "sources",
        "heat",
        "search",
        "video"
      ],
      "title": "View",
      "type": "string"
    },
    "limit": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Limit"
    }
  },
  "required": [
    "view"
  ],
  "title": "rayana_ai_trends_detailArguments"
}

rayana_ai_market_brief

The daily market brief: a generic engine-wide read with no recommendations, descriptive only. Latest by default; pass ``date`` (YYYY-MM-DD) for a specific day.

Parameters1

date

any

optional

Raw schema

{
  "type": "object",
  "properties": {
    "date": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Date"
    }
  },
  "title": "rayana_ai_market_briefArguments"
}

rayana_ai_analyst_brief

The portfolio-analyst brief with its per-ticker views — the broadcast opinion layer, identical for every caller.

Parameters1

date

any

optional

Raw schema

{
  "type": "object",
  "properties": {
    "date": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Date"
    }
  },
  "title": "rayana_ai_analyst_briefArguments"
}

rayana_ai_portfolios

The full shelf of Rayana AI's broadcast model portfolios as merchandising cards, with each card's tier/openable/delayed flags.

Parameters1

include_retired

boolean

optional

Raw schema

{
  "type": "object",
  "properties": {
    "include_retired": {
      "default": false,
      "title": "Include Retired",
      "type": "boolean"
    }
  },
  "title": "rayana_ai_portfoliosArguments"
}

rayana_ai_portfolio

One model portfolio's full detail: holdings, overlay legs, event feed, NAV series, and windowed returns. Returns an error if the slug's tier (e.g. an Elite-only book) is above this key's own tier — a Pro key does not get Elite content just because it has MCP access.

Parameters1

slug

string

required

Raw schema

{
  "type": "object",
  "properties": {
    "slug": {
      "title": "Slug",
      "type": "string"
    }
  },
  "required": [
    "slug"
  ],
  "title": "rayana_ai_portfolioArguments"
}

rayana_ai_search

Resolve free text (ticker or company name) to known Rayana AI symbols, best match first. Pure resolution — never accrues signal.

Parameters2

q	string	required
limit	integer	optional

Raw schema

{
  "type": "object",
  "properties": {
    "q": {
      "title": "Q",
      "type": "string"
    },
    "limit": {
      "default": 8,
      "title": "Limit",
      "type": "integer"
    }
  },
  "required": [
    "q"
  ],
  "title": "rayana_ai_searchArguments"
}

rayana_ai_articles

The public articles feed, newest first, when ``slug`` is omitted; one published article's full body when ``slug`` is given.

Parameters3

slug	any	optional
limit	integer	optional
offset	integer	optional

Raw schema

{
  "type": "object",
  "properties": {
    "slug": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Slug"
    },
    "limit": {
      "default": 30,
      "title": "Limit",
      "type": "integer"
    },
    "offset": {
      "default": 0,
      "title": "Offset",
      "type": "integer"
    }
  },
  "title": "rayana_ai_articlesArguments"
}

rayana_ai_plans

What Rayana AI costs and what each tier unlocks. No API key needed — call this first if a research tool refused you for want of one. API and MCP access start at the Pro tier. Prices are USD; annual billing is ten months' price for twelve. Use ``rayana_ai_start_checkout`` to turn a choice here into a link your principal can open.

Parameters

No parameters.

Raw schema

{
  "type": "object",
  "properties": {},
  "title": "rayana_ai_plansArguments"
}

rayana_ai_start_checkout

Get a link your principal opens in a browser to subscribe. No API key needed. Give them the URL — you cannot complete this yourself, and should not try: they sign in, accept the Terms and authenticate the payment. If the tier includes API access, their account page then shows a short pairing code; read it back into ``rayana_ai_complete_setup`` to get your API key without them pasting a secret into this conversation. **Standard does not include API or MCP access** — if the point of the purchase is a key for you, ask for pro or elite.

Parameters2

tier	string	optional
interval	string	optional

Raw schema

{
  "type": "object",
  "properties": {
    "tier": {
      "default": "pro",
      "enum": [
        "standard",
        "pro",
        "elite"
      ],
      "title": "Tier",
      "type": "string"
    },
    "interval": {
      "default": "month",
      "enum": [
        "month",
        "year"
      ],
      "title": "Interval",
      "type": "string"
    }
  },
  "title": "rayana_ai_start_checkoutArguments"
}

rayana_ai_complete_setup

Exchange a pairing code from your principal's account page for an API key. Ask them to confirm before you call this: it issues a new key and immediately invalidates the account's previous one, so any other client already using a key will stop working until it is given the new value. The key comes back once and is not retrievable afterwards — only a hash of it is stored. Put it in the ``X-API-Key`` header on this connection and on any REST call. Codes are single-use, expire in 15 minutes, and are burnt after a few wrong guesses; if one is refused, ask for a fresh one rather than retrying.

Parameters1

code

string

required

Raw schema

{
  "type": "object",
  "properties": {
    "code": {
      "title": "Code",
      "type": "string"
    }
  },
  "required": [
    "code"
  ],
  "title": "rayana_ai_complete_setupArguments"
}

Install

Tools (20)

rayana_ai_rankingsrayana_ai_lanesrayana_ai_signalsrayana_ai_consensusrayana_ai_tickerrayana_ai_ticker_pricerayana_ai_ticker_analystrayana_ai_ticker_articles

Remote endpoint

Streamable HTTP

Hosted server - connect over the network, no local install.

url

https://mcp.rayana.ai/mcp

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "rayana-ai": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://mcp.rayana.ai/mcp"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.

MCP Server: ai.rayana/rayana-ai

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

rayana_ai_rankings

rayana_ai_lanes

rayana_ai_signals

rayana_ai_consensus

rayana_ai_ticker

rayana_ai_ticker_price

rayana_ai_ticker_analyst

rayana_ai_ticker_articles

rayana_ai_rotation

rayana_ai_trends

rayana_ai_trends_detail

rayana_ai_market_brief

rayana_ai_analyst_brief

rayana_ai_portfolios

rayana_ai_portfolio

rayana_ai_search

rayana_ai_articles

rayana_ai_plans

rayana_ai_start_checkout

rayana_ai_complete_setup

Install

Remote endpoint

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