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Apify

by io.github.pipeworx-io
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Server Details

Apify MCP — run web-scraping Actors and fetch their dataset results.

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Status
Unhealthy
Uptime
0.1% over 22 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-apify
GitHub Stars
1
Server Listing
mcp-apify

TDQS

B3.4/5.0

Scored across 39 tools

Disambiguation2/5

Multiple tools have poorly defined boundaries: ask_pipeworx, ask_pipeworx_beta (currently identical), and ask_pipeworx_grounded all route to the same 6,216 tools, and the prediction-market cluster (polymarket_arbitrage, polymarket_edges, polymarket_edge_tracker, polymarket_fill_risk, polymarket_kalshi_spread, bet_research, kalshi_weather_edge) has heavy conceptual overlap. An agent could easily select the wrong entry point.

Naming Consistency3/5

Names are uniformly snake_case, but the pattern is mixed: some follow verb_noun (list_subscriptions, resolve_entity, scan_dependency), some are bare product/domain names (ask_pipeworx, entity_profile, polymarket_arbitrage), and Apify tools use an apify_ prefix. Readable, but not a consistent semantic convention.

Tool Count2/5

39 tools is well past the heavy range, and the surface sprawls across scraping, structured-data lookup, prediction-market analytics, memory, and subscriptions. Many tools appear bolted on rather than part of a single coherent purpose, making the set feel bloated.

Completeness2/5

As an 'Apify' server, scraping coverage is minimal (only three tools, mostly wrappers), with no actor management, task scheduling, or storage APIs. The data-lookup and prediction-market side is broad, but the stated primary domain is underserved, leaving significant gaps for the server's apparent purpose.

Tool Schema Changelog

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

  1. 39 tool updates
    • First observedai_visibility_check
    • First observedapify_dataset_items
    • First observedapify_run_actor
    • First observedapify_scrape_url
    • First observedask_pipeworx
    • First observedask_pipeworx_beta
    • First observedask_pipeworx_grounded
    • First observedbet_research
    • First observedcompany_facts
    • First observedcompare_entities
    • First observeddeep_research
    • First observeddiscover_tools
    • First observedentity_profile
    • First observedforget
    • First observedgenerate_llms_txt
    • First observedkalshi_weather_edge
    • First observedlist_subscriptions
    • First observedpipeworx_feedback
    • First observedpipeworx_trending
    • First observedpolymarket_arbitrage
    • First observedpolymarket_edge_tracker
    • First observedpolymarket_edges
    • First observedpolymarket_fill_risk
    • First observedpolymarket_kalshi_spread
    • First observedrecall
    • First observedrecent_alerts
    • First observedrecent_changes
    • First observedrelease_calendar_markets
    • First observedremember
    • First observedresolution_audit
    • First observedresolution_diff
    • First observedresolve_entity
    • First observedscan_competitor_ai_presence
    • First observedscan_dependency
    • First observedsearch_within
    • First observedsubscribe
    • First observedsuggest_questions
    • First observedunsubscribe
    • First observedvalidate_claim

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