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TrendFlow

REMOTE · TRENDFLOW.MORY.DEV · SCANNED AUG 20

Google Trends data: interest over time, by region, related queries, and trending now.

64 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 Security63
Transport & Reachability100
Schema Quality & AI Usability67
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 1909 tokens (~238/item across 8 items; 8 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management3
  • Stability check failed: schema churn in the 4 days we've observed: 0 tool removals, 0 breaking changes, 1 auth/transport breaks, 2 additions. See how to fix → Fail
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
Capabilities100
  • Implements a current MCP spec version (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 · trendflow.mory.dev

# add to Claude Code
claude mcp add --transport http dev-mory-trendflow https://trendflow.mory.dev/mcp
# ~/.codex/config.toml
[mcp_servers.dev-mory-trendflow]
url = "https://trendflow.mory.dev/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "dev-mory-trendflow": {
      "type": "remote",
      "url": "https://trendflow.mory.dev/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add dev-mory-trendflow --url https://trendflow.mory.dev/mcp --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  dev-mory-trendflow:
    url: "https://trendflow.mory.dev/mcp"
// mcp.json
{
  "mcpServers": {
    "dev-mory-trendflow": {
      "type": "http",
      "url": "https://trendflow.mory.dev/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.

  • 18 Aug 26 −1
    • The server rewrote its instructions, which are the text every model session reads security
    • Schema quality: 152 → 238 functional
    • New tool “list_regions” functional
    • New tool “research_bulk” functional
    • “get_interest_by_region” added an optional parameter “category” cosmetic
    • “get_interest_by_region” added an optional parameter “searchProperty” cosmetic
    • “get_interest_by_region” added an optional parameter “timeframe” cosmetic
    • “get_interest_over_time” added an optional parameter “category” cosmetic
    • “get_interest_over_time” added an optional parameter “searchProperty” cosmetic
    • “get_related_queries” added an optional parameter “category” cosmetic
    • “get_related_queries” added an optional parameter “region” cosmetic
    • “get_related_queries” added an optional parameter “searchProperty” cosmetic
    • “get_related_queries” added an optional parameter “timeframe” cosmetic
    • “get_interest_by_region” reworded the description of “region” cosmetic
    • “get_interest_over_time” reworded the description of “region” cosmetic
    • “get_interest_over_time” reworded the description of “timeframe” cosmetic
    • “get_trending_now” reworded the description of “region” cosmetic
    • “research_trend” reworded the description of “region” cosmetic
  • 17 Aug 26 −13
    • Stability: unverified → fail security
    • Authorization: pass → unverified security
  • 16 Aug 26 78

    First indexed and scored.

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 20 Aug 2026 · Probed https://trendflow.mory.dev/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=*.mory.dev CN=YR1,O=Let's Encrypt,C=US 29 Jul 2026 27 Oct 2026 RSA 2048 SHA256-RSA 5161475cf4b39156f63585249c1f9af2538
SANs: *.mory.dev, mory.dev
CN=YR1,O=Let's Encrypt,C=US (CA) CN=Root YR,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 RSA 2048 SHA256-RSA a20253f15f2691c05dc1ce13b9bcca4e
CN=Root YR,O=ISRG,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 RSA 4096 SHA256-RSA f24b6d17f9d9ad7cb1c9fea78782699f
DNSSEC insecure

Validation of trendflow.mory.dev. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
dev. present 60074 8 Verified
mory.dev. 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=63072000
Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://trendflow.mory.dev/mcp Verified 200
http (plaintext) http://trendflow.mory.dev/mcp HTTPS enforced 308 https://trendflow.mory.dev/mcp
MCP tools · 8 exposed · ~1,726 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
get_interest_by_region ~292

Break down search interest for one term by geography. Use this when the user asks where something is popular, or wants a regional or city-level comparison. Values are normalized relative interest (0-100 within the result set).

NameTypeReqDescription
categoryintegerGoogle Trends category id to restrict the query to; 0, the default, is every category. Narrowing disambiguates a word with several meanings without needing a topic id.
keywordstringyesA search term, or a topic id from search_topics (e.g. "/m/0mkz").
regionCountry code such as "US", "GB", "TH"; a sub-region such as "US-CA"; or a US metro code such as "807". Empty string means worldwide.
resolutionstringGeographic granularity of the breakdown.
searchPropertystringWhich Google surface to measure: empty for web search, or images, news, youtube, or froogle (Shopping). These are separate indexes, so values from different properties are not comparable to each othe…
timeframeTime range. A preset, or a custom range as two ISO dates: "2023-01-01 2023-06-30". The range also sets granularity — hourly ranges return minute-level points and "all" returns monthly ones, so a long…

No output schema declared.

No examples provided.

get_interest_over_time ~319

Get relative search interest for one or more terms over a historical period. Use this when the user asks how popular something is, whether it is rising or falling, or how several things compare — passing multiple keywords compares them on one scale. Values are normalized relative interest (0-100 within the result set), not absolute search volume.

NameTypeReqDescription
categoryintegerGoogle Trends category id to restrict the query to; 0, the default, is every category. Narrowing disambiguates a word with several meanings without needing a topic id.
keywordsarrayyes1-5 search terms. Pass several to compare them against each other. Accepts topic ids from search_topics (e.g. "/m/0mkz") as well as literal phrases.
regionCountry code such as "US", "GB", "TH"; a sub-region such as "US-CA"; or a US metro code such as "807". Empty string means worldwide.
searchPropertystringWhich Google surface to measure: empty for web search, or images, news, youtube, or froogle (Shopping). These are separate indexes, so values from different properties are not comparable to each othe…
timeframeTime range. A preset, or a custom range as two ISO dates: "2023-01-01 2023-06-30". The range also sets granularity — hourly ranges return minute-level points and "all" returns monthly ones, so a long…

No output schema declared.

No examples provided.

get_related_queries ~290

Find the top and rising searches related to a term. Use this for keyword discovery, SEO and content research, and spotting breakout queries. `top` is ranked by volume; `rising` is ranked by growth, where "Breakout" means growth too large to measure.

NameTypeReqDescription
categoryintegerGoogle Trends category id to restrict the query to; 0, the default, is every category. Narrowing disambiguates a word with several meanings without needing a topic id.
keywordstringyesA search term, or a topic id from search_topics (e.g. "/m/0mkz").
regionCountry code such as "US", "GB", "TH"; a sub-region such as "US-CA"; or a US metro code such as "807". Empty string means worldwide.
searchPropertystringWhich Google surface to measure: empty for web search, or images, news, youtube, or froogle (Shopping). These are separate indexes, so values from different properties are not comparable to each othe…
timeframeTime range. A preset, or a custom range as two ISO dates: "2023-01-01 2023-06-30". The range also sets granularity — hourly ranges return minute-level points and "all" returns monthly ones, so a long…

No output schema declared.

No examples provided.

get_trending_now ~196

Lists the searches surging right now in a country, for questions about what is spiking without a term being named, and for news and real-time context. The `backend` parameter selects the source: "rpc" returns around 50 entries with growth percentages and a relative volume index; "rss" returns 10 entries together with the news articles behind each one; "auto" tries rpc and falls back to rss.

NameTypeReqDescription
backendstringSource to use. "rpc" returns ~50 items with growth percentages; "rss" returns 10 with the news articles behind each trend; "auto" tries rpc then falls back to rss.
limitintegerMaximum number of results to return.
regionCountry code such as "US", "GB", "TH"; a sub-region such as "US-CA"; or a US metro code such as "807". Empty string means worldwide.

No output schema declared.

No examples provided.

list_regions ~113

Returns the geo codes Google Trends accepts. With no argument it lists every country; given a country code it lists that country's sub-regions — US states, German states, UK nations — each as a code and a name. Any code returned here can be passed as the `region` argument of the other tools.

NameTypeReqDescription
countryCountry code such as "US", "GB", "TH"; a sub-region such as "US-CA"; or a US metro code such as "807". Empty string means worldwide.

No output schema declared.

No examples provided.

research_bulk ~220

Researches up to 10 topics in a single call, each with the same full picture as `research_trend`: interest over time, where it is most searched, and related queries. Each topic is looked up on its own scale, so they are not comparable to one another. Use this when you need data across many topics — a long or rich research pass — instead of one tool call per topic. Each section is fetched independently, so a partial result is normal: any section that fails carries an `error` instead of data and the rest still returns.

NameTypeReqDescription
regionCountry code such as "US", "GB", "TH"; a sub-region such as "US-CA"; or a US metro code such as "807". Empty string means worldwide.
topicsarrayyes1-10 topics (terms or topic ids) to research. Each is looked up on its own scale, so they are not comparable to one another. Use this to gather data across many topics in one call instead of one tool…

No output schema declared.

No examples provided.

research_trend ~155

Returns a full picture of one term in a single call: interest over time, where it is most searched, and the queries people search alongside it. Suited to open-ended research on a topic rather than one narrow question. Each section is fetched independently, so a partial result is normal: any section that fails carries an `error` instead of data and the rest still returns.

NameTypeReqDescription
keywordstringyesA search term, or a topic id from search_topics (e.g. "/m/0mkz").
regionCountry code such as "US", "GB", "TH"; a sub-region such as "US-CA"; or a US metro code such as "807". Empty string means worldwide.

No output schema declared.

No examples provided.

search_topics ~141

Resolves a name — a company, product, person, technology, or concept — to its Google Trends topic id (`mid`), with a `type` field that distinguishes same-name entities such as Nike the company from Nike the goddess. A topic aggregates every spelling and translation of one concept, so it measures considerably more search activity than a literal phrase: the topic for "artificial intelligence" scores 62 where the literal string scores 1. The other TrendFlow tools accept a topic id anywhere they accept a keyword.

NameTypeReqDescription
querystringyesA search term, or a topic id from search_topics (e.g. "/m/0mkz").

No output schema declared.

No examples provided.