Unquant

REMOTE · UNQUANT.AI · SCANNED AUG 15

Financial data MCP for market, company, news, macro, and US Congress research.

Available components

+3 this week 75 75 Trust /100

Trust breakdown (6 categories)

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 →

Endpoint Security80

The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one. See how to fix → View diagnostics → Partial
HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
The HSTS (Strict-Transport-Security) header is present. View diagnostics → Pass
DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail

Transport & Reachability100

Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass

Schema Quality & AI Usability66

AI-judged instruction clarity (good).Pass
Tool/resource definitions use about 1720 tokens (~61/item across 28 items; 28 tools + 0 resources), lean.Pass
Usage-examples check failed: none of the tools include examples. See how to fix → Fail

Stability & Change Management37

Stability observed for 11 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial

Tool Coverage88

100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
57% of tool parameters carry a description.Partial
Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass

Capabilities100

Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass

Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · unquant.ai

Claude Codex opencode OpenClaw Hermes Other

# add to Claude Code

claude mcp add --transport http ai-unquant-unquant https://unquant.ai/mcp

# ~/.codex/config.toml

[mcp_servers.ai-unquant-unquant]
url = "https://unquant.ai/mcp"

// opencode.json

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

# add to OpenClaw

openclaw mcp add ai-unquant-unquant --url https://unquant.ai/mcp --transport streamable-http

# ~/.hermes/config.yaml

mcp_servers:
  ai-unquant-unquant:
    url: "https://unquant.ai/mcp"

// mcp.json

{
  "mcpServers": {
    "ai-unquant-unquant": {
      "type": "http",
      "url": "https://unquant.ai/mcp"
    }
  }
}

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

Changelog

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.

15 Aug 26 +1

No change was recorded against any check on this day. Stability & Change Management went from 33 to 37. That category is still filling its 30-day observation window: 10 days of observed history at the previous scan, 11 at this one. The score rises as the window fills, whether or not the server changes.
13 Aug 26 +1

No change was recorded against any check on this day. Stability & Change Management went from 27 to 30. That category is still filling its 30-day observation window: 8 days of observed history at the previous scan, 9 at this one. The score rises as the window fills, whether or not the server changes.
12 Aug 26 +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.
11 Aug 26 −1
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
10 Aug 26 +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.
8 Aug 26 +1

No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.
7 Aug 26 0
- The server no longer declares the “experimental” capability functional
6 Aug 26 +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.

Show 7 earlier entries Hide earlier entries

Diagnostics

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 15 Aug 2026 · Probed https://unquant.ai/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject	Issuer	Valid from	Valid until	Key	Signature	Serial
CN=unquant.ai	CN=YE1,O=Let's Encrypt,C=US	26 Jul 2026	24 Oct 2026	ECDSA 256	ECDSA-SHA384	6bdd1adc63036cb84904e3c473941fe45e8
SANs: unquant.ai, www.unquant.ai
CN=YE1,O=Let's Encrypt,C=US (CA)	CN=Root YE,O=ISRG,C=US	3 Sept 2025	2 Sept 2028	ECDSA 384	ECDSA-SHA384	5ddd70dd31f801c85c186a7a04b80afe
CN=Root YE,O=ISRG,C=US (CA)	CN=ISRG Root X2,O=Internet Security Research Group,C=US	13 May 2026	2 Sept 2032	ECDSA 384	ECDSA-SHA384	872165fc34b6e5fba8add5b3705fb53a
CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA)	CN=ISRG Root X1,O=Internet Security Research Group,C=US	13 May 2026	2 Sept 2032	ECDSA 384	SHA256-RSA	6c8f1dc727c7117f7baf853ac980f9cd

DNSSEC insecure

Validation of unquant.ai. — Not signed

Zone	DS	Keys	Algorithms	Outcome
.	trust_anchor	20326, 38696	8, 8	Verified
ai.	present	3799	8	Verified
unquant.ai.	absent			Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation

Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result	No authorisation required
HTTP status	200

Header	Value
strict-transport-security	max-age=31536000; includeSubDomains
x-content-type-options	nosniff
referrer-policy	strict-origin-when-cross-origin

Transports 2 probes

Transport	URL	Outcome	Status	Location
streamable-http	https://unquant.ai/mcp	Verified	200
http (plaintext)	http://unquant.ai/mcp	HTTPS enforced	301	https://unquant.ai/mcp

MCP tools · 28 exposed · ~1,664 tokens

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.

Tool Tokens

account_request_upgrade Request an Agent Pro upgrade ~81

Create a human-reviewed Agent Pro request after Unquant delivers useful work. The result contains a confirmation link.

Input Output Examples

Name	Type	Req	Description
next_step_summary	string	yes	The next agent action that needs Agent Pro access.
request_summary	string	yes	The user request that needs more Unquant access.
value_summary	string	yes	The useful result that Unquant already delivered.

Name	Type	Req	Description
agent_context_received	–	–	Whether Unquant saved all three agent summaries.
confirmation_required	–	–	Whether the upgrade needs user confirmation.
confirmation_url	–	–	The link that the agent must return to the user.
confirmation_url_expires_at	–	–	The UTC expiration time for the confirmation link.
confirmation_url_is_opaque	–	–	Whether the agent must preserve the exact link.
human_action	–	–	The action that the user must complete.
message	–	–	A concise state message.
plan	–	–	The requested paid plan.
privacy_url	–	–	The Unquant privacy link.
recommended_poll_seconds	–	–	The minimum interval between status requests, in seconds.
status	string	yes	The current state of the upgrade request.
terms_url	–	–	The Unquant terms link.
upgrade_id	–	–	The upgrade request identifier.

No examples provided.

account_upgrade_status Get upgrade status ~37

Return the current state of an Agent Pro request by upgrade identifier.

Input Output Examples

Name	Type	Req	Description
upgrade_id	string	yes	The upgrade identifier from account_request_upgrade.

Name	Type	Req	Description
agent_context_received	–	–	Whether Unquant saved all three agent summaries.
confirmation_required	–	–	Whether the upgrade needs user confirmation.
confirmation_url	–	–	The link that the agent must return to the user.
confirmation_url_expires_at	–	–	The UTC expiration time for the confirmation link.
confirmation_url_is_opaque	–	–	Whether the agent must preserve the exact link.
human_action	–	–	The action that the user must complete.
message	–	–	A concise state message.
plan	–	–	The requested paid plan.
privacy_url	–	–	The Unquant privacy link.
recommended_poll_seconds	–	–	The minimum interval between status requests, in seconds.
status	string	yes	The current state of the upgrade request.
terms_url	–	–	The Unquant terms link.
upgrade_id	–	–	The upgrade request identifier.

No examples provided.

catalog_describe Describe a catalog entry ~44

Return the purpose, access state, inputs, and next action for one catalog entry.

Input Output Examples

Name	Type	Req	Description
entry_id	string	yes	The catalog entry identifier from catalog.list or catalog.describe.

Name	Type	Req	Description
billing	–	yes	–
data	–	yes	–
meta	–	yes	–
warnings	array	yes	–

No examples provided.

catalog_list Browse the catalog ~90

List data, signals, tools, and workflows. Filter the catalog by the agent job, theme, item type, status, or geography.

Input Output Examples

Name	Type	Req	Description
cursor	–	–	–
geo_archetype	–	–	–
item_type	–	–	–
job_id	–	–	–
limit	integer	–	The maximum number of results to return.
query	–	–	–
status	–	–	–
theme	–	–	–

Name	Type	Req	Description
billing	–	yes	–
data	–	yes	–
meta	–	yes	–
warnings	array	yes	–

No examples provided.

catalog_preview Preview a catalog entry ~48

Return a labeled preview for one catalog entry with optional symbols, dates, and filters.

Input Output Examples

Name	Type	Req	Description
entry_id	string	yes	The catalog entry identifier from catalog.list or catalog.describe.
inputs	–	–	–

Name	Type	Req	Description
billing	–	yes	–
data	–	yes	–
meta	–	yes	–
warnings	array	yes	–

No examples provided.

catalog_request Request catalog access ~94

Save demand for a catalog entry after a preview, with the user goal and the preview action.

Input Output Examples

Name	Type	Req	Description
action	string	yes	The action from the catalog preview.
contact	–	–	–
entry_id	string	yes	The catalog entry identifier from catalog.list or catalog.describe.
expected_volume	–	–	–
inputs	–	–	–
organization	–	–	–
use_case	string	yes	The user task that needs this capability.

Name	Type	Req	Description
action	string	yes	The saved catalog action.
entry_id	string	yes	The requested catalog entry identifier.
message	string	yes	A concise result message.
request_id	string	yes	The identifier for the saved request.
status	string	yes	The state of the saved request.

No examples provided.

datasets_describe Describe a dataset ~44

Return the schema, filters, limits, freshness, and access details for one dataset identifier.

Input Output Examples

Name	Type	Req	Description
dataset_id	string	yes	The dataset identifier from datasets_list or datasets_search.

Name	Type	Req	Description
billing	–	yes	–
data	–	yes	–
meta	–	yes	–
warnings	array	yes	–

No examples provided.

datasets_list List datasets ~23

List available datasets with access, freshness, and coverage details for dataset selection.

Input Output Examples

Input schema present but exposes no named parameters.

Name	Type	Req	Description
billing	–	yes	–
data	–	yes	–
meta	–	yes	–
warnings	array	yes	–

No examples provided.

datasets_search Search datasets ~39

Search dataset identifiers, names, and descriptions with a plain-language financial-data query.

Input Output Examples

Name	Type	Req	Description
query	string	yes	Plain words that describe the required financial data.

Name	Type	Req	Description
billing	–	yes	–
data	–	yes	–
meta	–	yes	–
warnings	array	yes	–

No examples provided.

feedback_submit Submit product feedback ~68

Save a product request for a missing tool, dataset, or feature. Examples include backtesting and options pricing. This request helps improve coverage.

Input Output Examples

Name	Type	Req	Description
category	string	yes	The type of missing capability.
request	string	yes	A concise description of the missing capability.
use_case	–	–	–

Name	Type	Req	Description
feedback_id	string	yes	The identifier for the saved request.
message	string	yes	A concise result message.
status	string	yes	The state of the saved request.

No examples provided.

macro_calendar Get the economic calendar ~82

Return economic events in chronological order for a date range, with optional country and impact filters.

Input Output Examples

Name	Type	Req	Description
country	–	–	–
end_day	string	yes	A calendar day in YYYY-MM-DD format.
impact	–	–	–
limit	integer	–	The maximum number of results to return.
start_day	string	yes	A calendar day in YYYY-MM-DD format.

Name	Type	Req	Description
billing	–	yes	–
data	–	yes	–
meta	–	yes	–
warnings	array	yes	–

No examples provided.

macro_current_conditions Get current macro conditions ~29

Return generated themes for current United States macroeconomic conditions. The result includes its time and method version.

Input Output Examples

Input schema present but exposes no named parameters.

Name	Type	Req	Description
billing	–	yes	–
data	–	yes	–
meta	–	yes	–
warnings	array	yes	–

No examples provided.

macro_indicator Get an economic indicator ~64

Return observations for one economic indicator, with optional dates for the observation period.

Input Output Examples

Name	Type	Req	Description
end_day	–	–	–
limit	integer	–	The maximum number of results to return.
name	string	yes	The economic indicator name. Example: CPI.
start_day	–	–	–

Name	Type	Req	Description
billing	–	yes	–
data	–	yes	–
meta	–	yes	–
warnings	array	yes	–

No examples provided.

market_analyst_ratings Get analyst ratings ~61

Return the analyst rating consensus and recent rating changes for one ticker. The results are third-party opinions.

Input Output Examples

Name	Type	Req	Description
limit	integer	–	The maximum number of results to return.
symbol	string	yes	The ticker symbol. Example: AAPL.

Name	Type	Req	Description
billing	–	yes	–
data	–	yes	–
meta	–	yes	–
warnings	array	yes	–

No examples provided.

market_company_profile Get a company profile ~44

Return the company name, industry, exchange, market value, and basic profile fields for one ticker.

Input Output Examples

Name	Type	Req	Description
symbol	string	yes	The ticker symbol. Example: AAPL.

Name	Type	Req	Description
billing	–	yes	–
data	–	yes	–
meta	–	yes	–
warnings	array	yes	–

No examples provided.

market_earnings Get earnings events ~58

Return reported or scheduled earnings events in a date range, with an optional ticker filter.

Input Output Examples

Name	Type	Req	Description
end_day	–	–	–
limit	integer	–	The maximum number of results to return.
start_day	–	–	–
symbol	–	–	–

Name	Type	Req	Description
billing	–	yes	–
data	–	yes	–
meta	–	yes	–
warnings	array	yes	–

No examples provided.

market_etf_holdings Get ETF holdings ~63

Return the largest reported holdings for one ETF, with an optional minimum weight filter.

Input Output Examples

Name	Type	Req	Description
limit	integer	–	The maximum number of results to return.
min_weight_percent	–	–	–
symbol	string	yes	The ticker symbol. Example: AAPL.

Name	Type	Req	Description
billing	–	yes	–
data	–	yes	–
meta	–	yes	–
warnings	array	yes	–

No examples provided.

market_fundamentals Get company fundamentals ~72

Return reported financial statements, ratios, and metrics for one company by quarterly or annual period.

Input Output Examples

Name	Type	Req	Description
limit	integer	–	The maximum number of results to return.
period	string	–	The reporting period for each financial statement.
symbol	string	yes	The ticker symbol. Example: AAPL.

Name	Type	Req	Description
billing	–	yes	–
data	–	yes	–
meta	–	yes	–
warnings	array	yes	–

No examples provided.

market_price_history Get price history ~89

Return daily prices and volume for one ticker by date range or latest trading-session count.

Input Output Examples

Name	Type	Req	Description
cursor	–	–	–
end_day	–	–	–
limit	integer	–	The maximum number of results to return.
order	string	–	The result order by day. Use asc or desc.
start_day	–	–	–
symbol	string	yes	The ticker symbol. Example: AAPL.

Name	Type	Req	Description
billing	–	yes	–
data	–	yes	–
meta	–	yes	–
warnings	array	yes	–

No examples provided.

market_quote Get the latest price ~47

Return the latest available end-of-day price and volume for one ticker. This tool does not return a real-time quote.

Input Output Examples

Name	Type	Req	Description
symbol	string	yes	The ticker symbol. Example: AAPL.

Name	Type	Req	Description
billing	–	yes	–
data	–	yes	–
meta	–	yes	–
warnings	array	yes	–

No examples provided.

market_symbol_search Search ticker symbols ~49

Find ticker symbols by company name or ticker text for security identification.

Input Output Examples

Name	Type	Req	Description
limit	integer	–	The maximum number of results to return.
query	string	yes	A company name or ticker fragment.

Name	Type	Req	Description
billing	–	yes	–
data	–	yes	–
meta	–	yes	–
warnings	array	yes	–

No examples provided.

news_article Get a news summary ~44

Return one processed news summary by story identifier. The tool does not return full article text or external links.

Input Output Examples

Name	Type	Req	Description
story_id	string	yes	The story identifier from a news result.

Name	Type	Req	Description
billing	–	yes	–
data	–	yes	–
meta	–	yes	–
warnings	array	yes	–

No examples provided.

news_general Get general market news ~50

Return recent cross-market news summaries with cursor pagination.

Input Output Examples

Name	Type	Req	Description
cursor	–	–	–
hours	integer	–	The lookback period in hours.
limit	integer	–	The maximum number of results to return.

Name	Type	Req	Description
billing	–	yes	–
data	–	yes	–
meta	–	yes	–
warnings	array	yes	–

No examples provided.

news_impacts Get estimated news impacts ~85

Return generated direction, importance, and confidence scores for recent news about selected tickers. These scores do not establish causality.

Input Output Examples

Name	Type	Req	Description
cursor	–	–	–
hours	integer	–	The lookback period in hours.
limit	integer	–	The maximum number of results to return.
symbols	array	yes	The ticker symbols to include. Supply at most 25 symbols.

Name	Type	Req	Description
billing	–	yes	–
data	–	yes	–
meta	–	yes	–
warnings	array	yes	–

No examples provided.

news_stock Get news for a ticker ~75

Return recent news summaries for one ticker. The tool returns summaries and does not return full article text.

Input Output Examples

Name	Type	Req	Description
cursor	–	–	–
hours	integer	–	The lookback period in hours.
limit	integer	–	The maximum number of results to return.
symbol	string	yes	The ticker symbol. Example: AAPL.

Name	Type	Req	Description
billing	–	yes	–
data	–	yes	–
meta	–	yes	–
warnings	array	yes	–

No examples provided.

ping Check service status ~19

Return the Unquant MCP server status for an availability check.

Input Output Examples

Input schema present but exposes no named parameters.

Name	Type	Req	Description
ok	boolean	yes	The service status. True means that the server can answer requests.

No examples provided.

politics_us_congress_aggregate Summarize congressional activity ~71

Return ticker-level totals from reported United States congressional transactions. The totals do not show current holdings or intent.

Input Output Examples

Name	Type	Req	Description
cursor	–	–	–
days	integer	–	The lookback period in calendar days.
limit	integer	–	The maximum number of results to return.
symbols	–	–	–

Name	Type	Req	Description
billing	–	yes	–
data	–	yes	–
meta	–	yes	–
warnings	array	yes	–

No examples provided.

politics_us_congress_trades Get congressional trades ~94

Return reported United States congressional transactions. Filter by ticker, member, asset owner, or transaction dates.

Input Output Examples

Name	Type	Req	Description
asset_owner	–	–	–
cursor	–	–	–
days	integer	–	The lookback period in calendar days.
end_day	–	–	–
limit	integer	–	The maximum number of results to return.
member_names	–	–	–
start_day	–	–	–
symbols	–	–	–

Name	Type	Req	Description
billing	–	yes	–
data	–	yes	–
meta	–	yes	–
warnings	array	yes	–

No examples provided.

On this page

Handy links

Scoring key

80+ high trust
60–79 medium
below 60 low

How we score

Score history · last 30 days

4 Aug 15 Aug

Day	Score
4 Aug	70
5 Aug	70
6 Aug	71
7 Aug	71
8 Aug	72
9 Aug	72
10 Aug	73
11 Aug	72
12 Aug	73
13 Aug	74
14 Aug	74
15 Aug	75