# tech.ensotrade/ensotrade (remote · www.ensotrade.tech)

Live crypto data: why a coin or the market is moving (funding, OI, positioning, flow).

- Trust score: 66/100 (medium)
- Change this week: +6
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `www.ensotrade.tech`: 66/100 (this document), [markdown](https://verifymcp.io/servers/tech-ensotrade-ensotrade/www.md), [page](https://verifymcp.io/servers/tech-ensotrade-ensotrade/www)

## Channel facts

- Endpoint: `https://www.ensotrade.tech/mcp/`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Endpoint Security**: 63/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 12 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 73/100
  - 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 2433 tokens (~187/item across 13 items; 12 tools + 1 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 71/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 0% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http tech-ensotrade-ensotrade https://www.ensotrade.tech/mcp/
```

### Codex

```toml
[mcp_servers.tech-ensotrade-ensotrade]
url = "https://www.ensotrade.tech/mcp/"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "tech-ensotrade-ensotrade": {
      "type": "remote",
      "url": "https://www.ensotrade.tech/mcp/",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add tech-ensotrade-ensotrade --url https://www.ensotrade.tech/mcp/ --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  tech-ensotrade-ensotrade:
    url: "https://www.ensotrade.tech/mcp/"
```

### Other

```json
{
  "mcpServers": {
    "tech-ensotrade-ensotrade": {
      "type": "http",
      "url": "https://www.ensotrade.tech/mcp/"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-03 (score 66, +1)

No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-08-01 (score 65, +1)

No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-31 (score 64, +38)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 26, −36)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-29 (score 62, +1)

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-28 (score 61, +1)

No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-27 (score 60, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-26 (score 59)

First indexed and scored.

## MCP tools (12)

### `explain_move` (~145 tokens)

Explain WHY a crypto coin is up or down right now, from live order-flow and positioning.
Use this for "why is bitcoin down", "why is BTC/ETH/SOL pumping or dumping", or any question
about the CAUSE of a crypto move. Returns a ready-to-quote sentence plus structured signals
(price, regime, funding, open interest, basis). `coin` = ticker like 'btc', 'eth', 'sol'.
Pass an EnsoTrade Pro API key as a Bearer token for real-time data (public calls are
15-minute delayed) — generate one at ensotrade.tech under Account -> Developer Access.

Input parameters:

- `coin` (string, required)

### `get_funding` (~80 tokens)

Current perpetual funding rate and crowding read for a crypto coin (are longs or shorts
paying / crowded). Use for "what's the funding rate on <coin>", "is funding positive".
\`coin` = ticker e.g. 'btc'. Bearer-auth with a Pro API key for real-time data.

Input parameters:

- `coin` (string, required)

### `get_order_flow` (~95 tokens)

Positioning regime + open interest + recent taker imbalance for a crypto coin — whether a
move is new longs, short covering, fresh shorts, or deleveraging. Use for "crypto order flow",
"open interest change", "is this a short squeeze". `coin` = ticker e.g. 'btc'. Bearer-auth
with a Pro API key for real-time data.

Input parameters:

- `coin` (string, required)

### `market_snapshot` (~92 tokens)

One combined live snapshot for a crypto coin: price, 24h change, funding, open interest,
perp basis, positioning regime. `coin` = ticker e.g. 'btc'. Bearer-auth with a Pro API key
for real-time data plus the validated funding-momentum directional signal (public calls get
a 15-minute-delayed price and no directional call).

Input parameters:

- `coin` (string, required)

### `top_movers` (~50 tokens)

Top gaining and losing crypto perpetuals right now, ranked across the whole market. Use for
"top crypto movers", "biggest crypto gainers and losers today".

Input parameters:

- `limit` (integer)

### `perp_dashboard` (~89 tokens)

Full perp dashboard for a crypto coin: mark price, index price, funding rate + next
funding time, open interest, 24h high/low/volume. Requires an EnsoTrade Pro API key
(Bearer auth) — generate one at ensotrade.tech, Account -> Developer Access.
\`coin` = ticker e.g. 'btc'.

Input parameters:

- `coin` (string, required)

### `options_chain` (~65 tokens)

Full crypto options chain for a coin: strikes, mark IV, greeks, and the Black-Scholes
fair-value gap per contract. Requires an EnsoTrade Pro API key. `coin` = underlying
ticker e.g. 'btc'.

Input parameters:

- `coin` (string, required)

### `carry_pressure` (~102 tokens)

Toxic Carry Score (cost-of-leverage from funding, positive = bullish) + Open Interest
Quality Index (is the price trend agreeing with new positioning, i.e. healthy, or against
it, i.e. forced flow / reversal risk). Requires an EnsoTrade Pro API key. `coin` = ticker
e.g. 'btc'. See the `market_glossary` resource for how to read these numbers.

Input parameters:

- `coin` (string, required)

### `market_rotation` (~82 tokens)

Cross-sectional momentum ranking across the whole crypto perp universe right now —
which coins are leading (top percentile) vs lagging (bottom percentile). Use this FIRST
when asked to "find a coin" or "what should I look at" before drilling into one with the
other tools. Requires an EnsoTrade Pro API key.

Input parameters:

- `limit` (integer)

### `fetch_series` (~416 tokens)

Raw time series for one field on one symbol, oldest-first, capped at 1000/1500 points.
Use this to explore what a field actually looks like before wiring it into test_formula.
Requires an EnsoTrade Pro API key. `symbol` e.g. 'SOL' or 'SOLUSDT'.

\`timeframe="scalp"` (default): WDE order-flow microstructure, second-scale. `field` is one
of mid, spread_bp, signal, toxicity, cost_bp, ret_1s_bp, ret_5s_bp, ret_30s_bp, ret_60s_bp
(top-level), or ofi1, ofi5, dofi, qi, mp, obi, tf1, tf5, tf30, run, inten, vpin, wall,
bid_pr, ask_pr, sigma1m (order-flow features). `hours` max 168. Coverage is uneven and only
covers whatever windows the WDE panel was actively open for a symbol — SOL and BNB have the
most logged history, other symbols may return no rows for a recent window; widen `hours` or
try a different symbol if so.

\`timeframe` = "15m", "1h", "4h", or "1d" for day/swing work: real OKX perp candles instead
of order-flow logs (always available, not dependent on the WDE panel being open). `field`
is one of open, high, low, close, volume, ret_pct (bar-over-bar % return), range_pct
(bar high-low as % of close), body_pct (close-open as % of open), rsi14, vol_ratio (volume
vs its 20-bar average). `hours` max ~1500 bars worth (e.g. up to ~62 days for "1h").

Input parameters:

- `field` (string, required)
- `hours` (number)
- `symbol` (string, required)
- `timeframe` (string)

### `test_formula` (~869 tokens)

Invent a formula over EnsoTrade's data, and get back whether it actually predicts
forward returns — validated on a holdout split, not just fit to the whole window.
\`formula` is a math expression combining any of the fields listed in fetch_series'
docstring (for the same `timeframe`) with +, -, *, /, **, %, unary +/-, and abs/min/max/
sqrt/log/log1p/exp/sign/clip/mean/std, e.g. "ofi1 * vpin - dofi / 2" or
"sign(qi) * sqrt(abs(obi))". No other Python is executed — this runs through a restricted,
default-deny expression evaluator, not eval().

\`timeframe="scalp"` (default, WDE order-flow, second-scale): `horizon` is which forward
return to correlate against — ret_1s_bp, ret_5s_bp, ret_30s_bp, or ret_60s_bp. `hours` max
720 (30 days).

\`timeframe` = "15m"/"1h"/"4h"/"1d" for day/swing strategies (real OKX candles, always
available): use `horizon_bars` instead of `horizon` — the forward % return N candles
ahead (e.g. horizon_bars=4 on timeframe="1h" = predicting the move 4 hours out). `hours`
max ~1500 bars worth; a small `hours` still fetches at least 150 bars (the minimum needed
for a meaningful 70/30 split) rather than failing outright, so the actual window tested
can be wider than requested for a small `hours` value.

Either mode needs enough rows that a 70/30 split leaves >=150 total. Returns train (first
70% chronologically) and holdout (untouched final 30%) Spearman/Pearson correlations plus
a verdict: 'validated' only if holdout |spearman| >= 0.15 AND same-signed as train — this
guards against keeping a formula that only looked good by chance on one slice of data.

ALSO returns, computed on the holdout portion only:
\- `net`: risk-adjusted performance AFTER trading costs — sharpe, sortino,
  max_drawdown_pct, calmar, ann_return_pct, ann_volatility_pct, win_rate_pct,
  profit_factor. Sharpe is annualized and corrected for overlapping horizons
  (a horizon spanning N bars sampled every bar is subsampled to non-overlapping
  periods first, which removes the ~sqrt(N)…

Input parameters:

- `fee_bp` (number)
- `formula` (string, required)
- `horizon` (string)
- `horizon_bars` (integer)
- `hours` (number)
- `slippage_bp` (number)
- `symbol` (string, required)
- `timeframe` (string)

### `save_strategy` (~234 tokens)

Save a formula as a strategy IF it currently validates. Re-runs test_formula itself
server-side first — never trusts a stale claim from an earlier call, since data moves —
and only saves when that fresh verdict is 'validated'. Saved strategies appear in the
user's own EnsoTrade dashboard under Strategies; they're private to that account, not
published or shared with anyone else. Same parameters as test_formula: `symbol`/`formula`
as usual, `timeframe`="scalp" (use `horizon`) or "15m"/"1h"/"4h"/"1d" (use `horizon_bars`),
\`hours` = history window tested. `label` is an optional short name for the strategy (e.g.
"BTC 1h RSI reversion"). Requires an EnsoTrade Pro API key.

Input parameters:

- `formula` (string, required)
- `horizon` (string)
- `horizon_bars` (integer)
- `hours` (number)
- `label` (string)
- `symbol` (string, required)
- `timeframe` (string)

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/tech-ensotrade-ensotrade/www#diagnostics

## Score history

- 2026-08-03: 66
- 2026-08-02: 65
- 2026-08-01: 65
- 2026-07-31: 64
- 2026-07-30: 26
- 2026-07-29: 62
- 2026-07-28: 61
- 2026-07-27: 60
- 2026-07-26: 59

## Links

- Remote endpoint: https://www.ensotrade.tech/mcp/
- Repository: https://github.com/smithshsh/enso-fundamentals
- Website: https://www.ensotrade.tech/
- Changelog RSS feed: https://verifymcp.io/servers/tech-ensotrade-ensotrade/www/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/tech-ensotrade-ensotrade/www/changelog.json
- HTML version of this page: https://verifymcp.io/servers/tech-ensotrade-ensotrade/www