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Wikipedia Trends MCP logo
Health: ActiveRecent health check succeeded.Last checked 9/21/2026, 5:16:23 PM

Wikipedia Trends MCP

User RatingsBe the first to rate and review this MCP server! Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time — check back soon.
View RepositoryVisit Website

Wikipedia page views over time, with growth for any article topic. Free key at trendsmcp.ai

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to CursorAdd to VS Code
Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Remote HTTP
Choose your client or environment
Target File:~/Library/Application Support/Claude/claude_desktop_config.json
claude_desktop_config.json
{
  "mcpServers": {
    "wikipedia-trends-mcp": {
      "url": "https://api.trendsmcp.ai/mcp"
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Install Tool Schemas (3) Directory Badge Claim listing Alternatives💻 More in Developer Tools

Capabilities & Tool Schemas (3) ~129 tokensApproximate context cost of this server’s tool schemas (~4 chars/token), before any tool is called. Actual usage depends on your client and model.Self-reported Self-reportedParsed from the repository README, not verified against a live server — may be incomplete or out of date.

Inspect callable tools, capabilities, and parameters exposed to AI agents by Wikipedia Trends MCP.

get_time_series

Weekly (or daily) history for **one** `source` + `keyword`. Same name on MCP and REST (`mode: "get_time_series"`). REST also accepts `get_trends` as an alias.

get_growth

Point-to-point percent change. Several windows in one call still count as **one** request for that source + keyword.

get_top_trends

Live ranked list. **No keyword.** On MCP, `type` is required and must match the feed name **exactly** (including capitals). On REST, omit `type` only if you intend to pull every feed (billed per feed).

Documentation Overview

Wikipedia Trends MCP logo

Wikipedia Trends MCP

Live trend data for AI agents. Google, TikTok, YouTube, Amazon, Reddit, and 30+ other sources. One MCP connection, one API key.

PyPI License: MIT CI MCP Free tier Glama

Get a free API key · Docs · Pricing · Data sources · PyPI · Glama

Code
You: Using TrendsMCP, compare 6-month growth for GLP-1 on Google, TikTok, and Amazon.

Agent: Google Search  +84%
       TikTok         +212%
       Amazon         +61%

Three tools. Normalized 0–100 where the pipeline supports it. No per-platform keys. No scraping on your side.

Quick install

Same four clients as the site hero. Get a free key first (100 req/mo). Claude and ChatGPT sign you in with OAuth. Cursor and VS Code: click, then put your key from /account if the deeplink used a placeholder.

Add to Claude Add to Cursor Add to ChatGPT Add to VS Code

ClientAfter you click
ClaudeConnector name and URL are prefilled (https://www.trendsmcp.ai/mcp). Confirm, then authorize.
CursorApprove the MCP install. Replace YOUR_API_KEY if prompted.
ChatGPTEnable Developer mode (Profile → Settings → Security). Name Trends MCP, URL https://www.trendsmcp.ai/mcp, then authorize.
VS CodeSign in on the account page and use the VS Code button so the key is included.

Then ask: Using TrendsMCP, what's trending on Google right now?

Tools · Sources · Feeds · REST · Install in other clients


What this is

Hosted MCP at https://api.trendsmcp.ai/mcp. Same Bearer key for POST https://api.trendsmcp.ai/api. This repo also has a stdio adapter for Glama and local hosts.

ToolUse whenNeeds a keyword?
get_time_seriesHistory for one keyword on one sourceYes
get_growthPercent change over 7D–5Y (several windows in one call)Yes
get_top_trendsWhat is ranking on a platform right nowNo

Install in other clients

Replace YOUR_API_KEY with the key from your account.

Claude Code
Terminal
claude mcp add --scope user --transport http trends-mcp https://api.trendsmcp.ai/mcp \
  --header "Authorization: Bearer YOUR_API_KEY"
Cursor (manual)

~/.cursor/mcp.json (Windows: %USERPROFILE%\.cursor\mcp.json)

config.json
{
  "mcpServers": {
    "trends-mcp": {
      "url": "https://api.trendsmcp.ai/mcp",
      "transport": "http",
      "headers": { "Authorization": "Bearer YOUR_API_KEY" }
    }
  }
}
VS Code / Copilot (manual JSON)

.vscode/mcp.json or Command Palette → MCP: Add Server. Prefer the account-page VS Code button so the key is wired for you.

config.json
{
  "servers": {
    "trends-mcp": {
      "type": "http",
      "url": "https://api.trendsmcp.ai/mcp",
      "headers": { "Authorization": "Bearer YOUR_API_KEY" }
    }
  }
}
Windsurf

Uses serverUrl, not Cursor’s url + transport. File: ~/.codeium/windsurf/mcp_config.json.

config.json
{
  "mcpServers": {
    "trends-mcp": {
      "serverUrl": "https://api.trendsmcp.ai/mcp",
      "headers": { "Authorization": "Bearer YOUR_API_KEY" }
    }
  }
}
Cline

Remote server, type exactly streamableHttp. See llms-install.md.

config.json
{
  "mcpServers": {
    "trends-mcp": {
      "type": "streamableHttp",
      "url": "https://api.trendsmcp.ai/mcp",
      "headers": { "Authorization": "Bearer YOUR_API_KEY" },
      "disabled": false
    }
  }
}
Claude Desktop (no native HTTP)
config.json
{
  "mcpServers": {
    "trends-mcp": {
      "command": "npx",
      "args": [
        "-y", "mcp-remote",
        "https://api.trendsmcp.ai/mcp",
        "--header", "Authorization:${AUTH_HEADER}"
      ],
      "env": { "AUTH_HEADER": "Bearer YOUR_API_KEY" }
    }
  }
}
Claude.ai custom connector

Settings → Connectors → add https://www.trendsmcp.ai/mcp. This path uses OAuth on www.trendsmcp.ai. Do not put a Bearer key in that connector config.

Stdio (this repo / Glama)

Hosted HTTP is still the product default. This process lists tools with no key; paid calls need TRENDSMCP_API_KEY and bill the same quota.

Terminal
pip install -e .
python -m trends_mcp_server
config.json
{
  "mcpServers": {
    "trends-mcp": {
      "command": "python",
      "args": ["-m", "trends_mcp_server"],
      "env": { "TRENDSMCP_API_KEY": "YOUR_API_KEY" }
    }
  }
}
Prompt tip

Say “using TrendsMCP” so the model picks these tools instead of web search. More clients: docs.


Tools

Always-current parameter lists: docs.

get_time_series

Weekly (or daily) history for one source + keyword. Same name on MCP and REST (mode: "get_time_series"). REST also accepts get_trends as an alias.

ArgumentRequiredNotes
keywordyesFormat depends on source (table below)
sourceyesOne source per call. Lowercase catalog names
data_modenoREST only. weekly (default) or daily

Index is 0–100 where the pipeline supports it (100 = peak in the returned window). volume is present when that source has an absolute series.

get_growth

Point-to-point percent change. Several windows in one call still count as one request for that source + keyword.

ArgumentRequiredNotes
keywordyesSame formats as get_time_series
sourceyesOne source, or a comma-separated list (google search, tiktok, amazon)
percent_growthnoDefault ["12M"]. Presets below, or { "recent", "baseline", "name" } date objects

Presets: 7D 14D 30D 1M 2M 3M 6M 9M 12M 1Y 18M 24M 2Y 36M 3Y 48M 60M 5Y MTD QTD YTD.

get_top_trends

Live ranked list. No keyword. On MCP, type is required and must match the feed name exactly (including capitals). On REST, omit type only if you intend to pull every feed (billed per feed).

ArgumentRequired on MCPNotes
typeyesSee live feeds
limitnoDefault 25, max 200
offsetnoPagination
categoryfor some typesAmazon / Google Trends / Top Websites / Substack / TikTok hashtag category boards
sortnorank (default) or rank_change
windownoWith sort=rank_change: 1d 3d 7d 14d 30d

Prompts that route correctly

Code
Using TrendsMCP, what's trending on Google right now?
Using TrendsMCP, what are the hottest Reddit posts right now?
Using TrendsMCP, compare 6-month growth for creatine gummies on Google, TikTok, and Amazon.
Using TrendsMCP, show Google Search history for protein soda.
Via TrendsMCP, pull npm download history for langchain.
Using TrendsMCP, show Steam concurrent players for Elden Ring.
Via TrendsMCP, Android downloads for com.openai.chatgpt.
Using TrendsMCP, fastest-climbing Amazon best sellers in Toys Games this week.

Keyword sources

source on get_time_series / get_growth. Not the same strings as type on live feeds.

Read the full README →View source on GitHub →

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Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks — not a rating.

Last commit
25d ago
Most recent push to the default branch.
Tools exposed
3
Callable tools this server registers over MCP.
Directory activity
1 views
Config copies, upvotes, and views on AllMCPs.

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about Wikipedia Trends MCP

Wikipedia Trends MCP is a hosted MCP server. Add it as a remote server in your client's config: "mcpServers": { "wikipedia-trends-mcp": { "url": "https://api.trendsmcp.ai/mcp" } }

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Technical Specs & Signals

Category💻Developer Tools
More technical detailsExpand ▾
TransportSSE (Remote)
Last updatedAug 30, 2026
9/12 checks healthy over the last 45d
Views1
Unique ViewsTotal visits recorded for this listing page on AllMCPs.
Installs0
Installs & Copy ActionsTotal times users copied install commands or configuration snippets for this server.
GitHub stars0
GitHub Star CountTotal stargazers on GitHub representing community popularity (0 stars).
Last commit25d ago
Last Repository CommitThe most recent commit or push recorded for this server's GitHub repository.Last commit on Aug 30, 2026
51Quality signal: Good · 51/100How this signal is calculated ▾
Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20
Documentation & tools24/30
Adoption & activity4/15
Community engagement0/10

A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

Supply-chain signal

No high-severity advisories surfaced by our automated scan.

Critical 0High 0Medium 0Low 0

Scanned 8/19/2026 via OSV.dev · https://api.trendsmcp.ai/mcp (npm)

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