# io.github.closelookventure/closelook-intelligence

> Closelook AI-market intelligence: 5 indices, 6 ranking families, stock snapshots. 13 tools.

- name: io.github.closelookventure/closelook-intelligence
- version: 0.5.0
- connection class: R0 (autonomous)
- trust: 91/100
- quality: 80/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.closelookventure%2Fcloselook-intelligence
- tools: https://api.protogrid.dev/v1/servers/io.github.closelookventure%2Fcloselook-intelligence/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "closelook-intelligence": {
      "type": "http",
      "url": "https://closelook-mcp.look-investment-gmbh.workers.dev/mcp"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 99
- freshness: 85
- provenance: 80
- drivers: +repository +namespace-matches-repo +reachable +uptime-97% ~updated-63d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 80/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 86 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 26 of 26 tools declare readOnlyHint or destructiveHint
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_df_ranking (idempotentHint); get_stock_snapshot (idempotentHint); get_macro_regime (idempotentHint); …
- pass `tools.token_cost`: about 4,072 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 75 (weight 15)

- warn `stability.changes`: 28 tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 26, about 4,072 tokens to load them all
- tool set hash: b2c430e52f871a2e679427e28608eb51
- tools last changed: 2026-10-18T17:46:56.355Z
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.closelookventure/closelook-intelligence.svg)](https://protogrid.dev/servers/io.github.closelookventure/closelook-intelligence)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-10-18 `get_signal_scores` changed (description)
  - before: Closelooknet’s proprietary per-ticker scoring for ~300 covered names: composite rank, the seven sub-scores (quality, growth, valuation, balance, cash quality, capital allocation, momentum) under the sector-appropriate weight set, plus literature ratios (Altman Z, Piotroski F, Beneish M). End-of-day.
  - after: Closelooknet’s proprietary per-ticker scoring for ~900 scored stocks: composite rank, the seven sub-scores (quality, growth, valuation, balance, cash quality, capital allocation, momentum) under the sector-appropriate weight set, plus literature ratios (Altman Z, Piotroski F, Beneish M). End-of-day.
- 2026-10-18 `define_term` changed (description)
  - before: Get Closelooknet’s definition of a financial or market term from its 260+ entry glossary (classic finance, chart indicators, options, Elliott-wave vocabulary, and Closelooknet-coined concepts like the Numerator Regime or Constraint Relay).
  - after: Get Closelooknet’s definition of a financial or market term from its 260+ entry glossary (classic finance, chart indicators, options, Elliott-wave vocabulary, and Closelooknet-coined concepts like the Numerator Regime or Constraint Relay). Concepts without a glossary entry fall back to the 101 explainers (e.g. Memory Wall, CapEx Cliff).
- 2026-09-27 `get_latest_view` changed (title, description, annotations)
  - before: Closelook’s latest published market view: today’s Morning 10 (ten-point daily overview) and the latest Daily Pulse thesis, each with headline, core statement and link to the full piece.
  - after: Closelooknet’s latest published market view: today’s Morning 10 (ten-point daily overview) and the latest Daily Pulse thesis, each with headline, core statement and link to the full piece.
- 2026-09-27 `get_day_hub` changed (description)
  - before: Closelook’s trading-day hub: for a given date (or the latest), the day’s Morning 10 headline, Midday 10 headline and Daily Pulse edition(s) with links — the same pieces closelook.net/days/<date>/ ties together. Last 90 trading days.
  - after: Closelooknet’s trading-day hub: for a given date (or the latest), the day’s Morning 10 headline, Midday 10 headline and Daily Pulse edition(s) with links — the same pieces closelook.net/days/<date>/ ties together. Last 90 trading days.
- 2026-09-27 `get_market_instrument` changed (description)
  - before: Closelook’s market board instruments — the indices, FX pairs, crypto, futures proxies and US funds on the homepage board (S&P 500, Nasdaq-100, Nikkei, KOSPI, TAIEX, HSI, Nifty, DAX, EURUSD, USDJPY, BTC, gold, oil …): last level, 1d/1m/3m/YTD/1y changes and the 52-week range from three years of daily closes. Mirrors closelook.net/markets/<slug>/. Daily after the US close.
  - after: Closelooknet’s market board instruments — the indices, FX pairs, crypto, futures proxies and US funds on the homepage board (S&P 500, Nasdaq-100, Nikkei, KOSPI, TAIEX, HSI, Nifty, DAX, EURUSD, USDJPY, BTC, gold, oil …): last level, 1d/1m/3m/YTD/1y changes and the 52-week range from three years of daily closes. Mirrors closelook.net/markets/<slug>/. Daily after the US close.
- 2026-09-27 `get_chart_pick` changed (description)
  - before: Closelook’s Weekly Chart Pick: one standout name from the Directional Flow engine each week, worked through by hand — the setup bullets, the house reading and the STANDING closing forecasts (diary views, scored afterwards). Mirrors closelook.net/chart-pick/. Weekly (Friday).
  - after: Closelooknet’s Weekly Chart Pick: one standout name from the Directional Flow engine each week, worked through by hand — the setup bullets, the house reading and the STANDING closing forecasts (diary views, scored afterwards). Mirrors closelook.net/chart-pick/. Weekly (Friday).
- 2026-09-27 `get_tape` changed (description)
  - before: Closelook’s Tape: timestamped, deterministic market cards — session wraps (Asia / Europe / US / after-hours), macro prints, earnings reactions, outliers, PEAD signals and weekly recaps — newest first, each with headline, excerpt and body. Mirrors closelook.net/tape/. Mon–Fri live; fully automated surface (disclosed as such).
  - after: Closelooknet’s Tape: timestamped, deterministic market cards — session wraps (Asia / Europe / US / after-hours), macro prints, earnings reactions, outliers, PEAD signals and weekly recaps — newest first, each with headline, excerpt and body. Mirrors closelook.net/tape/. Mon–Fri live; fully automated surface (disclosed as such).
- 2026-09-27 `get_portfolio_summary` changed (description)
  - before: Closelook’s live reference portfolios (the public snapshot): for each book — AI Build-Out, Hypergrowth, Global Tech 50, Global ETFs, Derivatives, and the index trackers (Rubin EW, Rubin Momentum, Rubin Sector Rotation, Jensen, T1) — the snapshot date, position count, the top-10 holdings by weight and the headline return vs deposited capital. Exactly what the free page shows; full composition, cost basis and P&L are subscriber-only. Mirrors closelook.net/portfolios/. Weekly (Friday close).
  - after: Closelooknet’s live reference portfolios (the public snapshot): for each book — AI Build-Out, Hypergrowth, Global Tech 50, Global ETFs, Derivatives, and the index trackers (Rubin EW, Rubin Momentum, Rubin Sector Rotation, Jensen, T1) — the snapshot date, position count, the top-10 holdings by weight and the headline return vs deposited capital. Exactly what the free page shows; full composition, cost basis and P&L are subscriber-only. Mirrors closelook.net/portfolios/. Weekly (Friday close).
- 2026-09-27 `get_ratio_pair` changed (description)
  - before: Closelook’s Ratio Chart presets: relative-performance facts for ten pairs — India vs US (Nifty 50 / S&P 500, INDA / SPY), EM vs US (EEM / SPY), developed ex-US vs US (EFA / SPY), Japan vs US (Nikkei / S&P), growth without tech (QQXT / QQQ), health care vs tech (XLV / XLK), low-vol vs momentum (SPLV / SPMO), gold vs US equities (GLD / SPY), bitcoin vs S&P 500. Per pair: current ratio, 1y change, all-time low/high with dates, percentile in its own history, distance from the low, lowest-since date. Weekly since each pair’s first common date. Mirrors closelook.net/lab/ratio/ (where any pair can be charted).
  - after: Closelooknet’s Ratio Chart presets: relative-performance facts for ten pairs — India vs US (Nifty 50 / S&P 500, INDA / SPY), EM vs US (EEM / SPY), developed ex-US vs US (EFA / SPY), Japan vs US (Nikkei / S&P), growth without tech (QQXT / QQQ), health care vs tech (XLV / XLK), low-vol vs momentum (SPLV / SPMO), gold vs US equities (GLD / SPY), bitcoin vs S&P 500. Per pair: current ratio, 1y change, all-time low/high with dates, percentile in its own history, distance from the low, lowest-since date. Weekly since each pair’s first common date. Mirrors closelook.net/lab/ratio/ (where any pair can be charted).
- 2026-09-27 `get_mag_pulse` changed (description)
  - before: Closelook’s Mag Pulse: the daily board on the hyperscaler cohort — the Mag names with 1d/1w/1m/1y changes by cohort, the benchmarks (QQQ, SPY, SOXX, XLK, IGV, MAGS), the MAGS trendline read and the ORCL torque. Mirrors closelook.net/lab/mag-pulse/. Daily 22:30 UTC.
  - after: Closelooknet’s Mag Pulse: the daily board on the hyperscaler cohort — the Mag names with 1d/1w/1m/1y changes by cohort, the benchmarks (QQQ, SPY, SOXX, XLK, IGV, MAGS), the MAGS trendline read and the ORCL torque. Mirrors closelook.net/lab/mag-pulse/. Daily 22:30 UTC.

Full history: https://api.protogrid.dev/v1/servers/io.github.closelookventure%2Fcloselook-intelligence/changes

## Remotes

- https://closelook-mcp.look-investment-gmbh.workers.dev/mcp (streamable-http, auth none, reachable true, uptime30d 0.9655172)

## Packages

_none_

## Tools (26)

- `compare_indices`: Side-by-side of all Closelooknet headline indices (Rubin, HALO, AW40, AEI, Euro-AI): last close, 1-day, 1-week and month-to-date returns. The fastest read on where the AI trade rotated, end-of-day.
- `define_term`: Get Closelooknet’s definition of a financial or market term from its 260+ entry glossary (classic finance, chart indicators, options, Elliott-wave vocabulary, and Closelooknet-coined concepts like the Numerator Regime or Constraint Relay). Concepts without a glossary entry fall back to the 101 explainers (e.g. Memory Wall, CapEx Cliff).
- `get_chart_pick`: Closelooknet’s Weekly Chart Pick: one standout name from the Directional Flow engine each week, worked through by hand — the setup bullets, the house reading and the STANDING closing forecasts (diary views, scored afterwards). Mirrors closelook.net/chart-pick/. Weekly (Friday).
- `get_credit_stress`: Closelooknet’s AI Credit Stress Tape: where stress sits on the six-rung funding ladder of the AI buildout (from balance-sheet-funded hyperscalers down to project-funded neoclouds), FRED credit spreads (IG/BBB/B/HY with 20/60-day deltas and 3-year percentiles), tier aggregates (FCF coverage, external-funding ratio, interest coverage) and per-issuer warning flags. End-of-day.
- `get_day_hub`: Closelooknet’s trading-day hub: for a given date (or the latest), the day’s Morning 10 headline, Midday 10 headline and Daily Pulse edition(s) with links — the same pieces closelook.net/days/<date>/ ties together. Last 90 trading days.
- `get_df_ranking`: Closelooknet’s Directional Flow ranking: the nightly trend-quality score (recency-weighted regression on log-closes, ~330 covered stocks) ranked seven ways — top scores, rising fastest (21d), this week’s biggest moves (5d), steadiest builders (63d), still getting stronger, getting weaker, falling fastest. Mirrors closelook.net/stocks/rankings/directional-flow/. End-of-day.
- `get_factor_regime`: Closelooknet’s factor-regime read: the momentum/low-volatility ratio (SPMO vs SPLV) against its 50-day trend — which factor is leading, how stretched the ratio is (3-year percentile), and the 20/60-day rate of change. The fastest single read on risk appetite under the index surface. End-of-day.
- `get_index_snapshot`: Current snapshot of one proprietary Closelooknet index: RUBIN (AI buildout), HALO (non-AI growth), AW40 (AI deployment), AEI (agentic stack) or EUROAI. Returns level, recent returns and the strongest/weakest sub-indices, end-of-day.
- `get_latest_view`: Closelooknet’s latest published market view: today’s Morning 10 (ten-point daily overview) and the latest Daily Pulse thesis, each with headline, core statement and link to the full piece.
- `get_macro_regime`: Closelooknet’s two leading macro monitors in one read: Structural Inflation (26 FRED series, 7 buckets — score, regime, direction, structural-vs-transitory, supply shock) and Growth & Recession (~19 FRED series, 5 buckets — score, regime, direction, recession risk), each with bucket-level z-scores. Mirrors closelook.net/lab/macro/inflation/ and /lab/macro/growth/. Daily on FRED release days.
- `get_mag_pulse`: Closelooknet’s Mag Pulse: the daily board on the hyperscaler cohort — the Mag names with 1d/1w/1m/1y changes by cohort, the benchmarks (QQQ, SPY, SOXX, XLK, IGV, MAGS), the MAGS trendline read and the ORCL torque. Mirrors closelook.net/lab/mag-pulse/. Daily 22:30 UTC.
- `get_market_instrument`: Closelooknet’s market board instruments — the indices, FX pairs, crypto, futures proxies and US funds on the homepage board (S&P 500, Nasdaq-100, Nikkei, KOSPI, TAIEX, HSI, Nifty, DAX, EURUSD, USDJPY, BTC, gold, oil …): last level, 1d/1m/3m/YTD/1y changes and the 52-week range from three years of daily closes. Mirrors closelook.net/markets/<slug>/. Daily after the US close.
- `get_money_temperature`: Closelooknet’s Money Temperature: the house money-regime monitor — eight instruments (SPY, QQQ, IWM, TLT, HYG, GLD, UUP, BTC) scored 0–100 on Position / Momentum / Volume / Volatility / Fragility, each with its technical state, plus the absorption ratio. Mirrors closelook.net/lab/temperature/. Daily.
- `get_portfolio_summary`: Closelooknet’s live reference portfolios (the public snapshot): for each book — AI Build-Out, Hypergrowth, Global Tech 50, Global ETFs, Derivatives, and the index trackers (Rubin EW, Rubin Momentum, Rubin Sector Rotation, Jensen, T1) — the snapshot date, position count, the top-10 holdings by weight and the headline return vs deposited capital. Exactly what the free page shows; full composition, cost basis and P&L are subscriber-only. Mirrors closelook.net/portfolios/. Weekly (Friday close).
- `get_price_history`: End-of-day price read for any of ~2,500 tickers in Closelooknet’s data lake: latest close, close-to-close changes over 1D/1W/1M/3M/6M/1Y, 52-week range, and the last ten sessions. US tickers bare (NVDA), foreign with exchange suffix (005930.KS, 6857.T, ASML.AS).
- `get_print_record`: Closelooknet’s Print Record for a covered ticker: the last ~10 earnings prints with EPS/revenue beat-or-miss and the 3-day price reaction, headline counts (how often beats were actually PAID), the curated metric line and the next scheduled print. The gap between beat-rates and reactions is the product. Call without a ticker to see current coverage and the forward calendar.
- `get_ranking`: Closelooknet’s other daily ranking families (siblings of get_df_ranking, end-of-day): country-flow / sector-flow / theme-flow (the Directional Flow trend score over ~72 market cuts via US-listed ETFs; views: top, momentum), up-down-beta (up-day beta vs down-day beta over 126 trading days across ~2,700 stocks; views: leaders, fragile, unstable), etf-dispersion (40 funds ranked by how far apart their members’ returns are; views: divided, today, broadest). Mirrors closelook.net/stocks/rankings/.
- `get_ratio_pair`: Closelooknet’s Ratio Chart presets: relative-performance facts for ten pairs — India vs US (Nifty 50 / S&P 500, INDA / SPY), EM vs US (EEM / SPY), developed ex-US vs US (EFA / SPY), Japan vs US (Nikkei / S&P), growth without tech (QQXT / QQQ), health care vs tech (XLV / XLK), low-vol vs momentum (SPLV / SPMO), gold vs US equities (GLD / SPY), bitcoin vs S&P 500. Per pair: current ratio, 1y change, all-time low/high with dates, percentile in its own history, distance from the low, lowest-since date. Weekly since each pair’s first common date. Mirrors closelook.net/lab/ratio/ (where any pair can be charted).
- `get_sector_matrix`: Closelooknet’s Global Sector Engine: eleven GICS sectors × four regions (US, Europe, Asia-Pac DM, EM) returns over one window (5d, 1m, 3m, ytd), with leaders and laggards per region and per sector. The decomposition institutions see; via ETF vehicles, EM approximated from country funds. Mirrors closelook.net/lab/sectors/. Daily after each regional close.
- `get_signal_scores`: Closelooknet’s proprietary per-ticker scoring for ~900 scored stocks: composite rank, the seven sub-scores (quality, growth, valuation, balance, cash quality, capital allocation, momentum) under the sector-appropriate weight set, plus literature ratios (Altman Z, Piotroski F, Beneish M). End-of-day.
- `get_sovereign_pressure`: Closelooknet’s Sovereign Pressure board: G7 ten- and thirty-year government yields aggregated equal- and debt-weighted, the 10s30s and 2s10s slopes, per-country 2Y/10Y/30Y with 1-day and 21-day changes, and the z-scored Pressure Index (high = broad, long-end-led sovereign sell-off). Mirrors closelook.net/lab/sovereign-pressure/. Daily.
- `get_stock_snapshot`: One covered stock through Closelooknet’s own engines, end-of-day: the Directional Flow trend score with its 5/21/63-day score changes and trend state, up-day vs down-day beta with the engine’s structural state (healthy leader / fragile / distribution / decoupling), and Closelooknet index memberships. Pair with get_price_history for bars and get_signal_scores for the quality-score panel.
- `get_tape`: Closelooknet’s Tape: timestamped, deterministic market cards — session wraps (Asia / Europe / US / after-hours), macro prints, earnings reactions, outliers, PEAD signals and weekly recaps — newest first, each with headline, excerpt and body. Mirrors closelook.net/tape/. Mon–Fri live; fully automated surface (disclosed as such).
- `get_tech_board`: Closelooknet’s Tech Signal Board: what is hot in global tech right now, ranked into one board — new highs, big moves, analyst-target gaps, sector rotation and cooling reads, mixing stocks, sectors and indices across the US, Europe and Asia. Each card carries its own session and as-of date. Mirrors closelook.net/signals/board/ (dated archive at /signals/board/archive/). Refreshed after each close.
- `get_wire`: Closelooknet’s two US wires. wire=analyst: the latest sell-side calls (upgrades, downgrades, initiations, price-target moves), newest first, each with the house read where the name is covered (index/portfolio membership, 50/200-day state, Street consensus). wire=earnings: the latest prints against consensus EPS (beat / miss / in line with the surprise) plus the forward calendar. Mirrors closelook.net/signals/analysts/ and /signals/earnings/ (per-day archives under /archive/). Refreshed several times per trading day.
- `search_closelook`: Search Closelooknet’s research corpus: 101 explainers, glossary, heresies (contrarian theses), reports, strategy notes and the finance library. Returns matching pieces with a one-line summary and link. Use for "what has Closelooknet written about X".