"A resource for academic research or scholarly articles" matching MCP tools:

• search_publications

  Openaire

  "Find papers about [topic]" / "search EU / open-access research on [X]" / "publications by [funder]" / "academic articles on [Y]" — search scholarly publications (articles, preprints, theses, books) via OpenAIRE (the EU's open-science aggregator; covers EC / NIH / NSF / Wellcome Trust funded research). Filter by funder, country, year range, open-access status. Use for academic literature search with funder/policy context.

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• search

  Sofya

  Search the web for current information on any topic. Returns extracted page content, not just snippets. Best for factual lookups, specific questions, or when you need a list of sources. For open-ended questions that need synthesis across many sources, use the research tool instead. For news queries (current events, breaking news, politics, world events), set topic="news" to search news sources specifically. This returns recent articles with publication dates. Set include_answer=true to get an AI-synthesized answer alongside results (adds 5 credits). This is the sweet spot for most agent tasks, e.g. basic + include_answer = 8 credits, much cheaper than a full 25-credit research call. Returns: query, answer (if requested), results (array of {title, url, content, description, fetched, published_date}), search_depth, topic, elapsed_ms, credits_used, credits_remaining, altered_query. Args: query: The search query search_depth: "basic" (default) for extracted page content (3 credits), "snippets" for SERP snippets only without page fetching (1 credit) max_results: Number of results (default 10, max 20) include_answer: Generate an AI answer that synthesizes the search results (adds 5 credits) include_domains: Only include results from these domains (max 10) exclude_domains: Exclude results from these domains (max 10) topic: "general" for web search, "news" for news articles. use "news" for current events, breaking news, politics, or any time-sensitive query freshness: Filter by recency - "day", "week", "month", "year", or "YYYY-MM-DD:YYYY-MM-DD"

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• read_resource

  UK Legal Research

  Read a resource by its URI. For static resources, provide the exact URI. For templated resources, provide the URI with template parameters filled in. Returns the resource content as a string. Binary content is base64-encoded.

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• web_news_headlines

  Inferventis — Financial Data, News & Web MCP

  Retrieves the latest real-time news headlines and article summaries from BBC News and The Guardian across nine topic categories. Returns structured articles with headline, description, source name, article URL, and publication date — sorted most recent first. No API key required. Use this tool when an agent needs current news about a specific topic, wants to summarise today's headlines, needs to research recent events, monitor a subject area for new developments, or build a news briefing. Do not use this tool to read the full content of a specific article — use web_url_reader instead, passing the article URL returned by this tool. Do not use when news from sources outside BBC News and The Guardian is required.

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• internet_outages

  dynamic-feed

  Live BGP routing health for a network resource — an ASN (e.g. "AS3215"), an IP ("8.8.8.8"), or a prefix ("193.0.0.0/22") — from RIPEstat (RIPE NCC's open routing-information service). Returns global visibility (how many of RIPE's route collectors currently see the resource) + an outage signal: healthy ≥0.9 · degraded ≥0.5 · outage <0.5. A sharp visibility drop = the network is losing global reachability. Use for "is network/ASN X reachable right now?". Pass `resource`.

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• web_news_headlines

  Inferventis MCP Server

  Retrieves the latest real-time news headlines and article summaries from BBC News and The Guardian across nine topic categories. Returns structured articles with headline, description, source name, article URL, and publication date — sorted most recent first. No API key required. Use this tool when an agent needs current news about a specific topic, wants to summarise today's headlines, needs to research recent events, monitor a subject area for new developments, or build a news briefing. Do not use this tool to read the full content of a specific article — use web_url_reader instead, passing the article URL returned by this tool. Do not use when news from sources outside BBC News and The Guardian is required.

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• get_symbol_context

  Stocklake — AI Stock Intelligence

  Full research context for a symbol in one call — fundamentals, AI summary, news, sentiment, and discovery status. Replaces 5 separate calls: get_stock + get_stock_ai_summary + get_stock_news + get_sentiment_profile + get_discovery_ideas (for one symbol). Returns: - stock: price, name, sector, rsi, pe_forward, market_cap, 52-week range, analyst data - ai_summary: verdict, confidence, flag_score, full summary, key_points, risks - news: last 3 high-relevance articles (title, published_at, ai_sentiment, ai_flag_score, ai_summary) - sentiment: signal, confidence, insider_trend (buying/selling/neutral), institutional_pct - discovery: active discovery idea for this symbol, if any (direction, conviction, rationale) All data is pre-computed by the Stocklake AI pipeline — no live AI calls on request. Pro tier only.

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• search_blog

  self-hosted-ai

  Search the Sovereign AI Blog for articles matching a natural language query, optionally filtered by tag and sorted by relevance or date. Behaviour matrix: - query='', sort=* -> list newest-first, optionally tag-filtered - query!='', sort=relevance -> TF-IDF ranked, optionally tag-filtered - query!='', sort=date_desc -> TF-IDF filtered (score > 0.001), then sorted by date Pure read-only, deterministic for a given KB snapshot.

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• paper_details

  livedatalink

  Get full catalog metadata for a single scholarly work by OpenAlex id (e.g. 'W2741809807') or DOI (e.g. '10.1038/nature12373'). Returns title, authors, venue, year, citation count, open-access status, and a free full-text URL when available. For a bare arXiv id, use paper_get_text with paper_key 'arxiv:<id>' to read indexed text, or paper_search by title for OpenAlex metadata.

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• research

  Sofya

  Perform comprehensive research on a topic. Decomposes your query into sub-queries, searches and reads multiple sources in parallel, then synthesizes a structured report with citations. Best for open-ended or comparative questions that need coverage from many angles. For simple factual lookups, use search instead (optionally with include_answer=true for cheap synthesis). Costs 25 credits. Returns: query, report (structured markdown with citations), sources (array of {title, url, fetched}), sub_queries (the decomposed queries), credits_used, credits_remaining, usage (token counts). Args: query: The research question or topic topic: "general" (default) or "news" (prioritize recent news articles) freshness: Filter by recency - "day", "week", "month", "year", or "YYYY-MM-DD:YYYY-MM-DD" max_sources: Maximum number of sources to use, 5-30 (default 20)

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• searchPapers

  qubitsok — Quantum Computing Jobs, Papers & Researchers

  Search quantum computing research papers from arXiv. Use when the user asks about recent research, specific papers, or academic topics in quantum computing. NOT for jobs (use searchJobs) or researcher profiles (use searchCollaborators). Supports natural language queries decomposed via AI into structured filters (topic, tag, author, affiliation, domain). Date range defaults to last 7 days; max lookback 12 months. Returns newest first, max 50 results. Use getPaperDetails for full abstract and analysis of a specific paper. Examples: "trapped ion papers from Google", "QEC review papers this month", "quantum error correction".

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• bgp_state

  Ripe Stat

  "BGP routes for [prefix]" / "what AS announces [IP]" / "BGP hijack check" / "current routing state for [resource]" — origin ASNs and AS-path lengths currently announcing a resource on the global BGP table. Use to detect BGP hijacks, audit route propagation, find anycast announcers.

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• reset_session

  VARRD — Statistically Validated Trading Edges + AI Research Engine

  Kill a broken research session and start fresh. Use this when a session gets stuck, produces errors, or enters a bad state. Free — no credits consumed. After resetting, call research without a session_id to start a new clean session.

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• get_mitre_mapping

  Bidda Sovereign Intelligence

  The MITRE Rosetta Stone. Given a MITRE technique ID across 5 frameworks (ATT&CK Enterprise, ATT&CK Mobile, ATT&CK ICS, D3FEND, ATLAS), return the Bidda node for that technique plus its mapped compliance obligations: NIST 800-53 controls, ISO 27001 Annex A clauses, PCI DSS requirements, NIS2 articles, HIPAA Security Rule, DORA articles, NERC CIP, IEC 62443. The bridge between how SOC teams think (technique IDs) and how compliance teams think (control families). Free.

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• export

  Storting No

  Generic fallback to any data.stortinget.no/eksport resource. Use for endpoints without a dedicated tool, e.g. resource "moter" (meetings), "komiteer" (committees) with params {sesjonid}. ?format=json is added automatically.

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• product_research_get_status

  Agent News by The Agent Times

  Poll a queued product research job by research_id. Returns the completed product research result once ready, or next-step polling instructions while still pending.

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• get_research

  zipexplore-mcp

  Returns ZipExplore's published research articles — original data findings on topics including disaster risk vs. housing costs (the Hazard Premium), food insecurity in fully-employed communities (SNAP economy), economically declining towns vs. retirement communities, and income variation among America's oldest ZIP codes. Each entry includes the key finding, specific quantitative results, caveats, and a URL to the full article. Call this when a user asks about these topics or when published findings would add context to a live data lookup.

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• pubmed_convert_ids

  pubmed-mcp-server

  Convert between article identifiers (DOI, PMID, PMCID). Accepts up to 50 IDs of a single type per request. Only resolves articles indexed in PubMed Central — for articles not in PMC, use pubmed_search_articles instead.

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• devloop_expand_coverage

  Keploy

  Expand V1 API-test coverage from the single seed flow to the remaining detected resources. Use this AFTER devloop_mutation_demo has surfaced a positive catch result for the FIRST resource — that's the "manufactured proof" gate the dev needed before agreeing to scale. Returns a procedure that loops over the dev-approved candidates: for each resource: devloop_generate_resource_flow(app_id, resource, app_dir, base_url) ASK dev: continue / stop / pick a different resource end Mutation demo is NOT in the per-resource loop. Once a session has seen mutation_demo run on the seed resource and prove its catch behavior, re-firing it for every new resource produces busywork. The dev opts in to mutation-on-expanded-resources via the post-expand multi-option menu (see DevloopInstructionsAddendum "After devloop_expand_coverage"), not as a default step inside this loop. If the dev asks "mutate this too" mid-expand, fine — fire devloop_mutation_demo on that resource on demand. Stop conditions: * Dev says "stop" / "enough" / "later" → exit cleanly. * Any generate step errors → surface to dev, ASK whether to retry, skip, or stop. DO NOT silently run all candidates without dev confirmation per resource — the DEVLOOP decision-gate defaults explicitly require an opt-in between each resource, because (a) the dev may want to inspect each test before approving the next, and (b) a tangentially-named candidate may be the wrong fit and the dev wants to swap.

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• get_news_articles

  TensorFeed

  Get the latest AI news articles aggregated from 12+ sources (Anthropic, OpenAI, Google, HuggingFace, TechCrunch, The Verge, Hacker News, etc). Polled every 10 min, deduplicated, sanitized for prompt injection. Returns up to 200 articles with title, snippet, source, and publishedAt.

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