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Core Research

by io.github.pipeworx-io
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CORE Research MCP — wraps CORE API (api.core.ac.uk/v3)

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Status
Unhealthy
Uptime
0.1% over 23 days
Last Tested
Transport
Streamable HTTP
URL
Repository
pipeworx-io/mcp-core-research
GitHub Stars
0
Server Listing
CORE Research MCP

TDQS

A3.9/5.0

Scored across 38 tools

Disambiguation3/5

Most tools have clearly distinct purposes, but the three variations of ask_pipeworx (standard, beta, grounded) along with deep_research create some overlap in their routing role. Additionally, the many Polymarket-related tools (bet_research, polymarket_edges, polymarket_arbitrage, etc.) share their domain and may be difficult for an agent to choose between at a glance.

Naming Consistency4/5

All tool names follow a lowercase snake_case convention, but the structure is not consistent. Nhieu use a verb_noun pattern (ask_pipeworx, get_paper, search_papers), while others are noun-only phrases (entity_profile, company_facts, polymarket_edges) or standalone verbs (forget, recall, subscribe). The consistent naming remains predictable enough to be clear.

Tool Count2/5

38 tools is too many for a single agent. The set includes many overlapping tiers (e.g., three AS versions of routes, several Polymarket edge-check tools) that could be consolidated into a smaller number of broader, more robust tools. High throughput is unnecessarily heavy.

Completeness4/5

The surface is quite comprehensive for the core research domain: an agent can find any factual data, get grounded/verified answers, run a deep multi-source research, compare entities, track changes, and follow-up with subscriptions/alerts. The only notable gap is that the absence of an AI gateway function will be lost and the Property opt-in models are deeply handled by a general features as well, but require a deep-research paid account.

Tool Schema Changelog

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

  1. 38 tool updates
    • First observedai_visibility_check
    • 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 observedget_paper
    • 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_papers
    • First observedsearch_within
    • First observedsubscribe
    • First observedsuggest_questions
    • First observedunsubscribe
    • First observedvalidate_claim

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