io.github.paarths-collab/quant-brain-mcp
REMOTE · MCP-QUANT-BRAIN.ONRENDER.COM
Stock analysis MCP: 38 indicators, 7 optimizers, 8 backtests, US + India sectors.
Available components
Last scanned (23 hours ago)
Scores higher than 8% of remote servers
Reachable. Last reached 4 Nov 2026.
Category Finance and Payments
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. How we score → Why this is hard to score →
Endpoint Security57
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- Authorisation not yet verified: we couldn't confirm whether this endpoint requires it. View diagnostics → Unverified
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability0
- Transport check failed: declared streamable-http, but the endpoint returned HTTP 503. See how to fix → View diagnostics → Fail
Schema Quality & AI Usability0
- Schema not yet verified: we couldn't read the endpoint's schema, or could read only part of its tool list.Unverified
Stability & Change Management0
- Stability not yet verified: not enough scan history yet (needs a 30-day window).Unverified
Tool Coverage0
- Tool coverage not yet verified: we couldn't read the endpoint's tools, or could read only part of the list.Unverified
Tool Safety0
- Tool safety not yet verified: we couldn't read the endpoint's tools, or could read only part of the list.Unverified
Capabilities0
- Capabilities not yet verified: we couldn't read the endpoint's capabilities.Unverified
Unverified: 5 categories
Categories scored 0 because we could not verify them: authentication we do not have, an unreachable endpoint, or not enough scan history. We only credit what we can confirm.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 17 Oct 26 −50
- Endpoint reachability: reachable → not serving MCP ▼ security
- Stability: pass → unverified ▼ security
- Tool safety: pass → unverified ▼ security
- Transport: pass → fail ▼ security
- Authorization: Authorisation not yet verified: we couldn't confirm whether this endpoint requires it. security
- Capabilities: pass → unverified ▼ functional
- Tool coverage: 100 → unverified ▼ functional
- First check of Schema quality: unverified functional
- 28 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 25 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 15 Sept 26 0
- Stability: 0.97 → pass security
- 26 Aug 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 17 Aug 26 0
- Schema quality: 2501 → 3236 ▼ functional
- Stability: unverified → 0.03 ▲ functional
- New tool “build_trade_plan” functional
- New tool “get_news” functional
- New tool “get_quote” functional
- New tool “price_alert” functional
- New tool “scan_watchlist” functional
- 16 Aug 26 0
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 4 Nov 2026 · Probed https://mcp-quant-brain.onrender.com/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=onrender.com | CN=WE1,O=Google Trust Services,C=US | 21 Sept 2026 | 20 Dec 2026 | ECDSA 256 | ECDSA-SHA256 | 6eb1e3fe7d0631ea1337bfa4a321c137 |
| SANs: onrender.com, *.onrender.com | ||||||
| CN=WE1,O=Google Trust Services,C=US (CA) | CN=GTS Root R4,O=Google Trust Services LLC,C=US | 13 Dec 2023 | 20 Feb 2029 | ECDSA 256 | ECDSA-SHA384 | 7ff31977972c224a76155d13b6d685e3 |
| CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) | CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE | 15 Nov 2023 | 28 Jan 2028 | ECDSA 384 | SHA256-RSA | 7fe530bf331343bedd821610493d8a1b |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of mcp-quant-brain.onrender.com. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| com. | present | 19718 | 13 | Verified |
| onrender.com. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication Inconclusive
We could not reach the endpoint well enough to judge its authorisation posture.
| Result | Inconclusive |
|---|---|
| HTTP status | 503 |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://mcp-quant-brain.onrender.com/mcp | HTTP error | 503 | |
| http (plaintext) | http://mcp-quant-brain.onrender.com/mcp | HTTPS enforced | 301 | https://mcp-quant-brain.onrender.com/mcp |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
analyze_momentum ~137
Momentum indicators: rsi, macd, roc, cci, stoch, stochrsi, tsi, willr. Runs all momentum indicators for the ticker, or only the subset named in `indicators` (e.g. ["rsi", "macd"]). `period` sets the history window: "1d","5d","1mo","3mo","6mo","1y","2y","5y","10y","ytd","max" (default "2y").
| Name | Type | Req | Description |
|---|---|---|---|
| indicators | – | – | – |
| period | string | – | – |
| ticker | string | yes | – |
No output schema declared.
No examples provided.
analyze_sector_intelligence_tool ~42
Analyze sector return, risk, momentum, drawdown and correlation; select best sector.
| Name | Type | Req | Description |
|---|---|---|---|
| market | string | – | – |
| timeframe | string | – | – |
No output schema declared.
No examples provided.
analyze_statistics ~114
Statistical behavior: log_return, zscore, skew, kurtosis, entropy. Runs all statistical indicators for the ticker, or only the subset named in `indicators`. `period` sets the history window: "1d","5d","1mo","3mo", "6mo","1y","2y","5y","10y","ytd","max" (default "2y").
| Name | Type | Req | Description |
|---|---|---|---|
| indicators | – | – | – |
| period | string | – | – |
| ticker | string | yes | – |
No output schema declared.
No examples provided.
analyze_technical_levels ~128
Moving averages and price levels: sma, ema, hma, kama, ichimoku, supertrend, vwap, vwma. Runs all level indicators for the ticker, or only the subset named in `indicators`. `period` sets the history window: "1d","5d","1mo","3mo", "6mo","1y","2y","5y","10y","ytd","max" (default "2y").
| Name | Type | Req | Description |
|---|---|---|---|
| indicators | – | – | – |
| period | string | – | – |
| ticker | string | yes | – |
No output schema declared.
No examples provided.
analyze_trend ~120
Trend strength and direction: adx, aroon, chop, psar, vortex, zigzag. Runs all trend indicators for the ticker, or only the subset named in `indicators`. `period` sets the history window: "1d","5d","1mo","3mo", "6mo","1y","2y","5y","10y","ytd","max" (default "2y").
| Name | Type | Req | Description |
|---|---|---|---|
| indicators | – | – | – |
| period | string | – | – |
| ticker | string | yes | – |
No output schema declared.
No examples provided.
analyze_volatility ~120
Volatility and bands: atr, bbands, donchian, kc, stdev, ui. Runs all volatility indicators for the ticker, or only the subset named in `indicators`. `period` sets the history window: "1d","5d","1mo","3mo", "6mo","1y","2y","5y","10y","ytd","max" (default "2y").
| Name | Type | Req | Description |
|---|---|---|---|
| indicators | – | – | – |
| period | string | – | – |
| ticker | string | yes | – |
No output schema declared.
No examples provided.
analyze_volume ~115
Volume confirmation: obv, cmf, mfi, ad, pvt. Runs all volume indicators for the ticker, or only the subset named in `indicators`. `period` sets the history window: "1d","5d","1mo","3mo", "6mo","1y","2y","5y","10y","ytd","max" (default "2y").
| Name | Type | Req | Description |
|---|---|---|---|
| indicators | – | – | – |
| period | string | – | – |
| ticker | string | yes | – |
No output schema declared.
No examples provided.
backtest_macd_momentum ~67
Run MACD momentum strategy backtest for one ticker. `period`: history window, e.g. "1y","2y","5y","10y" (default "2y").
| Name | Type | Req | Description |
|---|---|---|---|
| period | string | – | – |
| ticker | string | yes | – |
No output schema declared.
No examples provided.
backtest_macd_trend_follower ~91
Run MACD trend follower strategy backtest for one ticker. `period`: history window, e.g. "1y","2y","5y","10y" (default "2y").
| Name | Type | Req | Description |
|---|---|---|---|
| fast | integer | – | – |
| period | string | – | – |
| signal | integer | – | – |
| slow | integer | – | – |
| ticker | string | yes | – |
No output schema declared.
No examples provided.
backtest_mean_reversion_rsi_bb ~89
Run RSI + Bollinger Band mean-reversion strategy backtest. `period`: history window, e.g. "1y","2y","5y","10y" (default "2y").
| Name | Type | Req | Description |
|---|---|---|---|
| period | string | – | – |
| rsi_lower | integer | – | – |
| rsi_upper | integer | – | – |
| ticker | string | yes | – |
No output schema declared.
No examples provided.
backtest_rsi_mean_reversion ~87
Run RSI mean-reversion strategy backtest. `period`: history window, e.g. "1y","2y","5y","10y" (default "2y").
| Name | Type | Req | Description |
|---|---|---|---|
| length | integer | – | – |
| lower | integer | – | – |
| period | string | – | – |
| ticker | string | yes | – |
| upper | integer | – | – |
No output schema declared.
No examples provided.
backtest_sma_crossover ~77
Run SMA crossover strategy backtest. `period`: history window, e.g. "1y","2y","5y","10y" (default "2y").
| Name | Type | Req | Description |
|---|---|---|---|
| fast | integer | – | – |
| period | string | – | – |
| slow | integer | – | – |
| ticker | string | yes | – |
No output schema declared.
No examples provided.
backtest_trend_crossover ~77
Run trend crossover strategy backtest. `period`: history window, e.g. "1y","2y","5y","10y" (default "2y").
| Name | Type | Req | Description |
|---|---|---|---|
| fast | integer | – | – |
| period | string | – | – |
| slow | integer | – | – |
| ticker | string | yes | – |
No output schema declared.
No examples provided.
backtest_volatility_breakout ~70
Run volatility breakout strategy backtest. `period`: history window, e.g. "1y","2y","5y","10y" (default "2y").
| Name | Type | Req | Description |
|---|---|---|---|
| length | integer | – | – |
| period | string | – | – |
| ticker | string | yes | – |
No output schema declared.
No examples provided.
build_trade_plan ~184
Build a sized trade plan: entry, stop, share count, R targets, invalidation. The answer to "what do I do?": given account equity and the percent of it you are willing to risk, returns an entry reference (last close), a structural stop (tighter of recent swing level or 2x ATR, never inside daily noise), the exact number of shares so a stop-out loses only the risk budget, 1R/2R/3R targets, a liquidity check (order as % of 20-day turnover), and a one-line invalidation. Educational analysis, not investment advice.
| Name | Type | Req | Description |
|---|---|---|---|
| direction | string | – | – |
| equity | number | yes | – |
| period | string | – | – |
| risk_pct | number | – | – |
| ticker | string | yes | – |
No output schema declared.
No examples provided.
find_sector_stock_pipeline_tool ~53
Run a multi-step pipeline: sector performance -> stock ranking -> strategy selection.
| Name | Type | Req | Description |
|---|---|---|---|
| market | string | – | – |
| top_n_sectors | integer | – | – |
| top_n_stocks | integer | – | – |
No output schema declared.
No examples provided.
generate_chart_pack ~57
Generate the full institutional chart suite for dashboard rendering.
| Name | Type | Req | Description |
|---|---|---|---|
| amount | number | – | – |
| company_ticker | string | – | – |
| market | string | – | – |
| tickers | array | yes | – |
| timeframe | string | – | – |
No output schema declared.
No examples provided.
generate_charts ~62
Generate charts for portfolio, strategy, quant, fundamentals, and sector pipeline.
| Name | Type | Req | Description |
|---|---|---|---|
| amount | number | – | – |
| company_ticker | string | – | – |
| market | string | – | – |
| tickers | array | yes | – |
| timeframe | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | array | yes | – |
No examples provided.
generate_optimized_verdict ~193
Optimize a portfolio and return backtest metrics plus a final verdict. Args: tickers: List of ticker symbols (e.g. ["AAPL", "RELIANCE.NS"]) amount: Investment amount used for allocation context optimize_type: Optimization mode. Supported values are: "mvo", "hrp", "max_sharpe", "min_volatility", "black_litterman", "cvar", "semivariance". period: History window for price data, e.g. "1y", "2y", "5y", "10y" (default "2y"). Longer windows give the optimizer and backtest more data at the cost of a slower fetch.
| Name | Type | Req | Description |
|---|---|---|---|
| amount | number | – | – |
| optimize_type | string | – | – |
| period | string | – | – |
| tickers | array | yes | – |
No output schema declared.
No examples provided.
get_company_profile ~30
Return a full company snapshot with business, valuation, and market metadata.
| Name | Type | Req | Description |
|---|---|---|---|
| ticker | string | yes | – |
No output schema declared.
No examples provided.
get_news ~87
Recent news headlines for a ticker via Yahoo Finance's news feed. Returns structured articles (title, publisher, url, published_at, summary) for you to read and synthesize. Not a scraper -- uses Yahoo's aggregated feed, so coverage is strongest for large-cap US and Indian names.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| ticker | string | yes | – |
No output schema declared.
No examples provided.
get_quote ~117
Current price snapshot for one or more tickers (US and Indian). Returns last price, day change %, day and 52-week ranges, position within the 52-week range, and volume vs 3-month average, with an `as_of` timestamp. US quotes are near-real-time; NSE/BSE quotes are ~15 minutes delayed (disclosed in the response). For to-the-second Indian prices during market hours, supplement with a live web search.
| Name | Type | Req | Description |
|---|---|---|---|
| tickers | array | yes | – |
No output schema declared.
No examples provided.
plot_charts ~60
Alias for chart generation; kept for natural plotting language in clients.
| Name | Type | Req | Description |
|---|---|---|---|
| amount | number | – | – |
| company_ticker | string | – | – |
| market | string | – | – |
| tickers | array | yes | – |
| timeframe | string | – | – |
| Name | Type | Req | Description |
|---|---|---|---|
| result | array | yes | – |
No examples provided.
price_alert ~197
Persistent price alerts stored server-side (survive restarts, one-shot). Actions: set -- watch a level: price_alert("set", ticker="RELIANCE.NS", level=1270, direction="below", note="stop level") list -- show all active alerts delete -- remove an alert by alert_id check -- fetch current prices for every active alert and return which fired; fired alerts deactivate so they never spam. A server cannot push messages into Claude, so pair this with a scheduled task that calls action='check' on a cadence (e.g. every 30 minutes during market hours) and notifies the user only when 'triggered' is non-empty.
| Name | Type | Req | Description |
|---|---|---|---|
| action | string | yes | – |
| alert_id | – | – | – |
| direction | – | – | – |
| level | – | – | – |
| note | – | – | – |
| ticker | – | – | – |
No output schema declared.
No examples provided.
scan_watchlist ~150
Scan a watchlist and report which names did something actionable. For each ticker: last close, day change, gap, distance from the 20/50/200-day averages and the 52-week high, ATR%, and volume vs its 20-day average -- plus which rules fired (near_52w_high, volume_spike, crossed_above/below_200dma, at_20dma, gapped_over_1atr). Sorted most-actionable first. The Sunday-evening tool: run it over your list, then feed interesting names into build_trade_plan.
| Name | Type | Req | Description |
|---|---|---|---|
| period | string | – | – |
| tickers | array | yes | – |
No output schema declared.
No examples provided.
How do I install the io.github.paarths-collab/quant-brain-mcp server?
io.github.paarths-collab/quant-brain-mcp is a hosted endpoint at https://mcp-quant-brain.onrender.com/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · mcp-quant-brain.onrender.com
claude mcp add --transport http paarths-collab-quant-brain-mcp 'https://mcp-quant-brain.onrender.com/mcp'
What is the io.github.paarths-collab/quant-brain-mcp server?
io.github.paarths-collab/quant-brain-mcp is listed in the public MCP registry as io.github.paarths-collab/quant-brain-mcp. Stock analysis MCP: 38 indicators, 7 optimizers, 8 backtests, US + India sectors. This page covers its hosted endpoint (https://mcp-quant-brain.onrender.com/mcp).
Is the io.github.paarths-collab/quant-brain-mcp server safe to use?
io.github.paarths-collab/quant-brain-mcp scores 23 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the io.github.paarths-collab/quant-brain-mcp server expose?
io.github.paarths-collab/quant-brain-mcp exposes 25 tools: generate_optimized_verdict, get_company_profile, get_quote, build_trade_plan, scan_watchlist, and 20 more. Their descriptions and schemas cost roughly 2,524 tokens of context every time the server is loaded.
Does the io.github.paarths-collab/quant-brain-mcp server require authentication?
Its publisher declares no required credentials for io.github.paarths-collab/quant-brain-mcp. We have not been able to confirm that against the live endpoint, and a server can require authorisation without declaring it here.
Is the io.github.paarths-collab/quant-brain-mcp server still maintained?
io.github.paarths-collab/quant-brain-mcp is still listed as active in the MCP registry. We last reached this channel on 4 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.