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X (Twitter) Trends MCP

Server Details

Twitter (X) trends over time, with growth for any keyword. Free key at trendsmcp.ai

Ownership verified
Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-03-26
URL
Repository
trendsmcp-ai/Trends-MCP
GitHub Stars
46
Server Listing
Trends MCP
ChatGPT
–
Claude
–

TDQS

A4.4/5.0

Scored across 6 tools

Disambiguation4/5

Each tool targets a distinct query shape: social/news context, point-to-point growth, full time series, live non-keyword boards, reviews/sentiment, and account usage. The main risk is get_growth vs get_time_series (both return series for a keyword) and get_context vs get_reviews (both return user-generated text), but the descriptions explicitly cross-reference each other to steer selection. Only those two pairs could plausibly be confused, so it falls short of perfect distinctness.

Naming Consistency5/5

All six tools use a uniform get_<noun> snake_case pattern with a shared trends___ namespace prefix. Names are readable and predictably grouped, with no camelCase or verb-style mixing.

Tool Count5/5

Six tools is well-scoped for a trends data server: one per query modality plus a free usage/limits check. No tool appears redundant or bolted on, and nothing essential seems to be missing from the count.

Completeness4/5

The surface covers the lifecycle of trend analysis: discovery (top trends), context, magnitude (growth/time series), brand sentiment (reviews), and quota introspection. The notable gap is discoverability of valid sources, boards, and period strings — descriptions reference 'the other listed periods' and many named boards without any list_sources or list_boards tool, so agents may burn charged requests on invalid parameters.

Available Tools

6 tools

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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