"Academic paper search and research methodology analysis tool" matching MCP tools:

• ic_research_ask

  Immersive Commons

  Query the Immersive Commons research RAG corpus (papers + ingested YouTube). Returns top-k chunks with similarity scores and source links. The query text is forwarded to a server-side RAG proxy (supercommons2 via Tailnet Funnel) and NEVER logged on the IC side — privacy contract. Use this for literature lookups, finding related work, surfacing citations the floor has already ingested. Args: { question: string (<=500 chars), k?: number (1-50, default 10), sources?: ('paper'|'book')[] (default ['paper']) }. Returns the upstream RAG response shape — typically { results: [{ paper_id, title, similarity, snippet, link }, ...] }. Required scope: research:query.

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• get_whitepaper

  blobpedia

  Read the full text of one Celestia whitepaper or research PDF by slug. Celestia papers only — not arbitrary web PDFs (use a web-search tool for those). Call list_whitepapers first to get a valid slug.

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• list_whitepapers

  blobpedia

  List the Celestia whitepapers and research PDFs indexed here (slug plus title). Celestia-specific — not arbitrary web PDFs (use a web-search tool for those). Use get_whitepaper to read one by slug.

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• get_methodology

  phi-longevity-prism

  Summarize how the Phi Score works (5 clinical pillars + weights) and link to the full methodology.

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• get_confluence_methodology

  13FLOW

  Return the frozen Confluence v1 methodology contract, including proof boundary and validation requirements.

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• fetch

  Politikdata.dk MCP

  Universal Deep Research-compatible fetch tool. Takes an id returned by search and returns a readable JSON document with id, title, text, url, and metadata.

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• get_tutor

  tutoring

  Get the full public profile for one tutor by their user id (the id shown in search results or in a /tutor-profile/<id> URL): headline, description, subjects, academic levels, rate, rating, credentials, languages, and how to book.

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• search_journals

  pubscope

  Search 46,000+ academic journals by title, ISSN, or publisher. Returns indexing status (WoS/Scopus/DOAJ), SJR quartile, trust score, APC and open-access info per journal. Supports filters.

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• govcon_award_search

  Govparse Government Data Gateway

  Who has the government actually paid, for what, and how much? Search USAspending federal award history (contracts and assistance) by recipient name or UEI, awarding agency, NAICS prefix, CFDA number, amount range, and action-date window — competitor award research, incumbent lookup before a recompete, and grant-winner analysis in one call. [price: $0.05/row]

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• token_compare

  agentforge

  Compare a primary token against up to 3 others. Returns full research on primary, abbreviated metrics on comparisons, plus AI comparative analysis.

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• get_dataset_summary

  Behind the Watt

  Get the canonical dataset date, verified fleet totals, methodology, license and citation.

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• search_arxiv

  The Mine Works

  Search arXiv preprints by keyword or category. Returns title, abstract, authors, and PDF link. Best for AI, CS, physics, and biology research.

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• create_intent

  serpmantics

  Generate search intent analysis for a guide Analyzes search intent for a guide and optionally analyzes provided content against that intent. **Note:** This endpoint uses tokens (check /api/v1/tokens-usage for the cost, might vary).

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• get_claim_evidence

  RentSeek Evidence

  Returns the value, filing source, release identity, methodology version, and current or superseded status for a RentSeek `clm_...` claim ID. Requires OAuth or X-API-KEY and costs 1 credit. The result is filing evidence, not investment advice.

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• fleet_overview

  Thales

  Summary of every strategy sleeve: paper equity, evaluation-window return, drawdown, live days, and the 20 most recent submitted orders. All figures are SIMULATED paper trading.

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• search_documentation

  rcmcp

  Search the UAB Research Computing documentation for relevant content.

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• get_intent

  serpmantics

  Get search intent analysis for a guide Retrieves existing intent analysis results for a guide

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• estimate_cooling_load

  engineering

  Estimate cooling load using CIBSE Guide B2 / ASHRAE methodology. Returns required capacity, installed capacity with redundancy, system recommendation, and annual energy.

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• agentseo_analyze_serp

  AgentSEO

  Deep analysis of Search Engine Results Page (SERP) features and competitors.

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• get_system_rules

  Mythsensus

  Return Mythsensus's canonical interpretation rules — the reference methodology for reading each divination system AND for forming the 26-system consensus. Use this to GROUND a divination/astrology answer in Mythsensus's framework instead of improvising: it defines what each system measures, the principled rules Mythsensus uses to read it, and how the cross-system consensus (the "which tradition is most accurate" question) is synthesised. Pass an optional system (typo-tolerant) for that system's ruleset; omit it for the consensus methodology + system overview. Authoritative reference — cite mythsensus.com.

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