# AgentFeed (io.github.seekdaseek/agentfeed): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.seekdaseek%2Fagentfeed/versions/latest)
- Connected to: https://x402.ochinimus.app/mcp
- Homepage: https://x402.ochinimus.app/
- Repository: https://github.com/seekdaseek/agentfeed
- Scoring rules: v2
- Tools: 102
- Average: 69.0 / 100 (Cloudy)
- Near-identical pairs: 1

This page shows how AgentFeed (io.github.seekdaseek/agentfeed)'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

- Major: 102 tools. Above 40, models choose less accurately.

## Tools

- `get_fear_greed`: 46 / 100
  - Major: The description only restates the name (7 words).
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
- `get_tradfi_radar`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_cascade_scan`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_funding_extremes`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_funding_history`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_funding_rate`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_liq_heatmap`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_liquidation_leaders`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_macro_calendar`: 55 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_orderbook_imbalance`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_orderbook_walls`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_venue_liq_share`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_volatility`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_cascade_history`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_liq_history`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_market_snapshot`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_recent_liquidations`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_open_interest`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_peg_deviation`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_peg_sessions`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_token_metadata`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_token_risk`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_wallet_activity`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_wallet_holdings`: 58 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_basis`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_btc_price`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_forecast_question`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_jito_tips`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_last_liquidation`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_liquidation_stats`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_peg_universe`: 60 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_positioning`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_priority_fees`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_signal_board`: 60 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_sol_network`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_sol_price`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_trade_context`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_token_holders`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_cascade_alert`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_coin_signal`: 63 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_oi_spike_scan`: 63 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_top_movers`: 63 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `get_base_gas`: 65 / 100
- `get_cascade_forecast_free`: 65 / 100
- `get_forecast_record`: 65 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_market_state`: 65 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_eth_price`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_funding_radar`: 67 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_squeeze_score`: 67 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_rwa_yields`: 70 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_cascade_forecast`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_base_balance`: 73 / 100
- `get_email_verify`: 73 / 100
- `get_equity_24h`: 73 / 100
- `get_honeypot_check`: 73 / 100
- `get_injection_check`: 73 / 100
- `get_transcribe`: 73 / 100
- `get_base_launches`: 75 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_hl_whales`: 75 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_perp`: 75 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_spot`: 75 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_summarize`: 75 / 100
- `get_time`: 75 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_tradfi_perps`: 75 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_cascade_backtest`: 77 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_exit_method`: 77 / 100
- `get_claim_check`: 78 / 100
- `get_company_check`: 78 / 100
- `get_exit_quote`: 78 / 100
- `get_ocr`: 78 / 100
- `get_papers`: 78 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `get_pdf_markdown`: 78 / 100
- `get_pkg_check`: 78 / 100
  - Minor: String arguments with no constraint or example: ecosystem.
- `get_sanctions_check`: 78 / 100
- `get_sec_filings`: 78 / 100
- `get_site_signals`: 78 / 100
- `get_sol_holder_clusters`: 78 / 100
- `get_sol_token_check`: 78 / 100
- `get_sol_token_flow`: 78 / 100
- `get_tx_precheck`: 78 / 100
- `get_web_markdown`: 78 / 100
- `get_wiki`: 78 / 100
- `pricing`: 79 / 100
- `get_funding_pulse`: 80 / 100
- `get_fx_rates`: 80 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_liq_feed`: 80 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_qr`: 80 / 100
- `get_sec_8k`: 80 / 100
  - Minor: No `required` list, so every argument is optional.
- `get_x402_lint`: 80 / 100
- `get_x402_test`: 80 / 100
- `get_hash`: 81 / 100
- `get_classify`: 83 / 100
- `get_convert`: 83 / 100
  - Minor: String arguments with no constraint or example: value.
- `get_domain`: 83 / 100
- `get_extract`: 83 / 100
- `get_insider_trades`: 83 / 100
- `get_paper`: 83 / 100
- `get_translate`: 83 / 100
- `get_liq_pulse`: 85 / 100
- `get_morning_brief`: 85 / 100
- `get_move_alert`: 85 / 100
- `get_anomaly_flag`: 90 / 100

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