# ai.tachyo/tachyo: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/ai.tachyo%2Ftachyo/versions/latest)
- Connected to: https://mcp.tachyo.ai/mcp/
- Scoring rules: v2
- Tools: 24
- Average: 30.8 / 100 (Rain)
- Near-identical pairs: 0

This page shows how ai.tachyo/tachyo's tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

## Across the server

- Minor: The server has no instructions. Say there, once, what the server is for and when to use it: Claude Code and Gemini CLI read the instructions before the tool descriptions.

## Tools

- `marketsummary__get_attention_shifts`: 22 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: session_token, payment.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `marketsummary__get_btc_rotation`: 22 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: session_token, payment.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `marketsummary__get_buzz_score`: 22 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: session_token, payment.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `marketsummary__get_market_breadth`: 22 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: session_token, payment.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `marketsummary__attention_vs_price_divergence`: 27 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: session_token, payment.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
  - Minor: The name is long (44 characters).
- `marketsummary__find_shorts`: 27 / 100
  - Major: Arguments without a description: window_days, session_token, payment.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `marketsummary__get_conviction_gap`: 27 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: session_token, payment.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `marketsummary__get_smart_money_flow`: 27 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: window_hours, session_token, payment.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `marketsummary__get_whale_alerts`: 27 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: ticker, session_token, payment.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `marketsummary__track_narrative`: 27 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: narrative, session_token, payment.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `marketsummary__get_liquidity`: 28 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: ticker, session_token, payment.
  - Minor: String arguments with no constraint or example: ticker.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `marketsummary__get_token_momentum_card`: 28 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: ticker, session_token, payment.
  - Minor: String arguments with no constraint or example: ticker.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `marketsummary__get_sector_heatmap`: 29 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: session_token, payment.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `marketsummary__get_market_regime`: 32 / 100
  - Major: Arguments without a description: session_token, payment.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `marketsummary__find_setups`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: intent, session_token, payment.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `marketsummary__get_digest`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: timeframe, section, asset_class, ticker, lang, session_token, payment.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `marketsummary__get_market_summary`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: timeframe, category, lang, session_token, payment.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `marketsummary__get_trending`: 34 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: timeframe, session_token, payment.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `marketsummary__get_ticker_dossier`: 36 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: ticker, window_days, lang, session_token, payment.
  - Minor: String arguments with no constraint or example: ticker.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `tokensafety__check_token_safety`: 38 / 100
  - Major: Arguments without a description: token_address, chain, session_token.
  - Minor: String arguments with no constraint or example: token_address.
- `verify__request_verification_challenge`: 38 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: address, agent_id, chain.
  - Minor: String arguments with no constraint or example: address.
- `marketsummary__find_longs`: 39 / 100
  - Major: Arguments without a description: window_days, session_token, payment.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `verify__verify_wallet_ownership`: 39 / 100
  - Major: Arguments without a description: address, signature, nonce, chain, agent_id.
  - Minor: String arguments with no constraint or example: address, signature, nonce.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `marketsummary__ask_market`: 46 / 100
  - Major: Arguments without a description: question, lang, session_token, payment.
  - Minor: String arguments with no constraint or example: question.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.

Is your server listed here and you would rather it were not? Email support@forecall.dev, and we will take it off within 7 days.

[All scored servers](https://forecall.dev/en/servers)