Unquant
REMOTE · UNQUANT.AI · SCANNED SEP 30
Financial data MCP for market, company, news, macro, and US Congress research.
Available components
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 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 Management100
- No destabilizing schema changes in the last 30 days.Pass
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
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 28 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 29 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
How do I install the Unquant MCP server?
Unquant is a hosted endpoint at https://unquant.ai/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 · unquant.ai
claude mcp add --transport http ai-unquant-unquant 'https://unquant.ai/mcp'
{
"mcpServers": {
"ai-unquant-unquant": {
"url": "https://unquant.ai/mcp"
}
}
} {
"servers": {
"ai-unquant-unquant": {
"type": "http",
"url": "https://unquant.ai/mcp"
}
}
} [mcp_servers.ai-unquant-unquant] url = "https://unquant.ai/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"ai-unquant-unquant": {
"type": "remote",
"url": "https://unquant.ai/mcp",
"enabled": true
}
}
} openclaw mcp add ai-unquant-unquant --url 'https://unquant.ai/mcp' --transport streamable-http
mcp_servers:
ai-unquant-unquant:
url: "https://unquant.ai/mcp" {
"McpServers": {
"ai-unquant-unquant": {
"Transport": "http",
"Url": "https://unquant.ai/mcp"
}
}
} assistant mcp add ai-unquant-unquant -t streamable-http -u 'https://unquant.ai/mcp'
{
"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.
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.
- 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
- 3 Sept 26 0
- Stability: 0.97 → pass security
- 2 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 93 to 97. That category is still filling its 30-day observation window: 28 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.
- 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
- 11 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
- 7 Aug 26 0
- The server no longer declares the “experimental” capability functional
- 5 Aug 26 0
- Stability: unverified → 0.03 ▲ functional
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 30 Sept 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=YE2,O=Let's Encrypt,C=US | 24 Sept 2026 | 23 Dec 2026 | ECDSA 256 | ECDSA-SHA384 | 521177e9642401e3db5dba2e924f283bc9d |
| SANs: unquant.ai, www.unquant.ai | ||||||
| CN=YE2,O=Let's Encrypt,C=US (CA) | CN=Root YE,O=ISRG,C=US | 3 Sept 2025 | 2 Sept 2028 | ECDSA 384 | ECDSA-SHA384 | 4df3b15dd6c0784c507cd37b58e6f115 |
| 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 |
Background: What to check on a remote MCP endpoint →
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 |
Background: How OAuth 2.1 works in the 2026 MCP spec →
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 |
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 →
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.
| 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.
| 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.
| 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.
| 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.
| 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.
| 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.
| 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 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.
| 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.
| 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.
| 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 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.
| 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.
| 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.
| 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.
| 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.
| 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.
| 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.
| 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.
| 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.
| 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.
| 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.
| 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.
| 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.
| 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 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.
| 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.
| 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.
What is the Unquant MCP server?
Unquant is an MCP server listed in the public MCP registry as ai.unquant/unquant. Financial data MCP for market, company, news, macro, and US Congress research. This page covers its hosted endpoint (https://unquant.ai/mcp).
Is the Unquant MCP server safe to use?
Unquant scores 85 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 Unquant MCP server expose?
Unquant exposes 28 tools: ping, datasets_list, datasets_describe, datasets_search, catalog_list, and 23 more. Their descriptions and schemas cost roughly 1,664 tokens of context every time the server is loaded.
Does the Unquant MCP server require authentication?
No. We connected to Unquant without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the Unquant MCP server still maintained?
Unquant is still listed as active in the MCP registry. We last reached this channel on 30 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.