"Papers With Code" matching MCP tools:

• searchCollaboratorsA

  qubitsok — Quantum Computing Jobs, Papers & ResearchersA

  Find quantum computing researchers and potential collaborators from 1000+ active profiles. Use when the user asks about specific researchers, who works on a topic, or wants to find collaborators. NOT for jobs (use searchJobs) or papers (use searchPapers). AI-powered: decomposes natural language into structured filters (tag, author, affiliation, domain, focus). Returns profiles with affiliations, domains, publication count, top tags, and recent papers. Data from arXiv papers published in the last 12 months. Max 50 results. Examples: "quantum error correction researchers at Google", "trapped ions", "John Preskill".

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• icd11_postcoordinationA

  Medical Terminologies MCPA

  List the postcoordination axes WHO allows for one ICD-11 stem code (MMS linearization, pinned release). Postcoordination means attaching extra detail to a stem code — severity, laterality, anatomy, causing agent, etc. — to build a composite (cluster) code. Use this tool to: - See which axes a stem code accepts before building a composite code - Check which axes are REQUIRED vs optional - See whether an axis takes one or several values, and how many values it offers Provide an ICD-11 `code` (e.g., "BA00"). Returns one entry per axis with `axis_name`, `required`, `allow_multiple` and `value_count` — the count of allowed values, not the values themselves. A code with no postcoordination, or one WHO does not know, returns an empty `axes` list (not an error), so check the code with icd11_lookup if the list is unexpectedly empty. When NOT to use: this does not build or validate a composite code, and it does not list the allowed values; to get a code from a disease name, use icd11_search.

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• get_scoutA

  KnowraA

  Read a structured paper-based analysis of key signals, methodology, evidence, experimental conditions and verification points, with author-stated limitations where available. Use it when these details help assess a candidate, compare findings, or understand the context of a claim beyond the abstract. Search results mark supported papers with scout_available=true. Returns text including figure captions and descriptions. If needed, consult the original paper through source_url for further verification. Independent papers can be requested concurrently; up to five concurrent requests are recommended per batch. For a timeout, wait as indicated and retry the same paper.

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• tx_codesA

  Texas CodeA

  List the Texas codes with their subjects — Penal Code is PE, Family Code is FA, Tax Code is TX, and so on. Keyless. Use when you know the subject but not the code abbreviation, before calling tx_statute.

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• request-booking-codeA

  Bronjoy MarketplaceA

  Send the user a 6-digit confirmation code, which book-appointment then requires. WHEN TO USE: the user has chosen a venue, a service and a slot, and has given you their email address or phone number. Call this before book-appointment — a booking without a code is rejected. YOU DO NOT RECEIVE THE CODE. It goes to the user's own inbox or phone; ask them to read it back to you. That is the point: it proves the contact belongs to the person booking, so a business does not get appointments from numbers nobody answers. The code lasts 5 minutes and covers one booking. Only a few codes may be sent to one contact — do not loop.

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• find_tariff_codesA

  Tariff & HS Code Duty FinderA

  Use this when the user asks for the tariff code, commodity code, customs code, HS code, HTS code, Harmonized System code or customs classification for a product, for example "what is the tariff code for a ceramic flower pot in the UK?", "HTS code for a lithium-ion battery" or "which heading covers cotton t-shirts for import into the US?". Pass a plain description of the product and country GB (United Kingdom) or US (United States). Returns candidate codes from the official schedule, each with its description, the headings above it and whether goods are declared under it, plus a notice that they are candidates and not a binding classification. Do not use it to classify goods with certainty, to give a binding customs ruling, to compute shipping or landed cost, or for countries other than GB and US.

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• pubmed_get_citationsA

  PubmedA

  Find papers that CITE a given article — forward citation search. Pass one PMID; returns citing papers (most recent first) with full citation metadata. Use for "who cited this", "has this finding been replicated or challenged", or tracking a paper's downstream impact. NOTE: coverage is the PubMed Central citation graph (open-access + participating publishers), so the count is a FLOOR, not the paper's total citation count (for that, a tool like Semantic Scholar / OpenAlex covers more). Distinct from pubmed_get_related_articles (similar papers, not citing papers).

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• search_paper_textA

  Izzet YildirimA

  Search the full text of Izzet's public papers and posters for passages about a method, result, dataset, or term. Returns the best passages with their paper id and section; follow up with get_paper_section to read more. Covers only papers with a public PDF or preprint: use search_publications for the catalog of all work.

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• offshore_searchA

  Icij Offshore LeaksA

  Search the ICIJ Offshore Leaks Database by name for offshore entities, officers (directors/shareholders/beneficiaries) and intermediaries (registered agents, law firms, banks) named across five ICIJ investigations: Offshore Leaks, Panama Papers, Bahamas Leaks, Paradise Papers and Pandora Papers. Answers "is [name] in the Panama Papers", "offshore companies registered in [jurisdiction]", "who is [person] linked to offshore". Matches on name (prefix-aware, e.g. "Mossack" matches "Mossack Fonseca"). Returns each match's node_id, type, jurisdiction, status and which leak it came from -- call offshore_entity with a node_id for full details and linked officers/intermediaries. Every response carries ICIJ's own licence attribution and its caveat that inclusion is not evidence of wrongdoing.

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• getLatestPapersA

  qubitsok — Quantum Computing Jobs, Papers & ResearchersA

  Get today's quantum computing papers from arXiv — no parameters needed. Use when the user asks "what's new in quantum computing?" or wants a daily paper briefing. Returns the most recent day's papers with title, authors, date, AI-generated hook (one-line summary), and tags. For date-range or topic-filtered search, use searchPapers instead. Use getPaperDetails for full abstract and analysis of a specific paper.

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• mu_registerA

  muA

  Start MU agent registration. Emails a 6-digit verification code to the address. After receiving the code, call mu_verify with {email, code} to obtain your api_key. No authentication required for this call.

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• find_authorA

  Scholar FeedA

  Two-mode author tool. Provide exactly one of q or id. Q-MODE (q=...): search for researchers by topic or name — uses embedding similarity for topics ('efficient LLM inference'), fuzzy matching for names ('Yann LeCun'). Returns a list of matching authors with author_id, name, h_index, total_papers, primary_field, research_topics. ID-MODE (id=...): look up a single author profile by author_id (obtained from a previous q-mode call or from co_author_graph results). Returns h-index, total citations, global rank, primary field, novelty score distribution, research topics, code/venue scores, years active, and their top 10 papers by rank score.

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• list_collectionsA

  Scholar FeedA

  List the authenticated user's collections (named groups of saved papers) with paper counts. Read-only. Use before add_to_collection to see existing collections. Requires SF_API_KEY.

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• check_claimA

  PithA

  Which arXiv papers support a scientific statement, which contradict it, and which study it without deciding, each with the paper's own main claim quoted and the classifier's probability. Call this before asserting a scientific result, when a user asks whether something is established or disputed, or when two sources disagree. Candidates are papers whose title and abstract match the statement's words, plus papers Pith's connected record links to them as stating the same or a conflicting result; a paper that states the result in other words can be missed, so an empty answer is not evidence of absence. Reported supporters and contradictions agreed with two blind model families 110 times in 112 (https://pith.science/connected-record).

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• my_citationsA

  PithA

  For the papers claimed on the account behind your key: how many papers cite each, whether they cite it as support, extension or disagreement, and the citing sentence quoted. Call when the user asks who is building on or disputing their work. Needs a personal key.

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• check_my_draftA

  PithA

  Resolve each reference in a draft, flag retracted works, and for arXiv papers show how later papers cite them: as support, and whether any contest them, with the contesting sentence quoted. Call before a submission or when a user wants their reference list checked. Needs a personal key; counts against a daily allowance.

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• cern_inspire_export_citationsA

  cern-inspire-mcp-serverA

  Export INSPIRE-HEP's citation entries for the papers a literature query selects, as BibTeX or LaTeX \bibitem entries (EU or US style), keyed by INSPIRE texkeys and ready to paste into a bibliography. Name specific papers with "recid:451647 or arxiv:1207.7214 or doi:10.1016/…", or export a topic, author, or citing set with any query cern_inspire_search_literature accepts. Up to 50 entries per page; page through larger sets (only the first 10,000 matches are reachable). Entries are INSPIRE's verbatim text (long author lists arrive abbreviated as "First, Name and others").

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• iso20022_code_setsA

  ISO 20022 NavigatorA

  Use for ANY question about ISO 20022 external code sets: the values of a code set (BalanceType, ReturnReason, Purpose, StatusReason, ...), what a code means (CLBD, OTHR, ...), whether a code is valid in a code set, which code sets a message uses (camt.053, pain.001, ...), or which messages use a code set. Call it even when the answer seems well known: it returns the sourced, current values with their official descriptions and flags deactivated ones. Send one identifier in `message`: - A code set (BalanceType, or ExternalBalanceType1Code): its description, its values (code, name, description) and the messages that use it. Add `code` to check a single value. - A code (CLBD): every code set that contains it, with the name and description in each. - An ISO 20022 message (camt.053): the code sets it uses, with their number of values. The values, code sets and matches are pipe-delimited text with a header row. Long lists are paged by whole rows: when `page.complete` is false, call again with the same input and the offset in `page.next_offset` until it is true, before answering about the whole list. Not covered: Bank Transaction Codes (PMNT, PMNT-RCDT-ESCT; use iso20022_bank_transaction_codes), which ISO 20022 message replaces a legacy message or which schemes use one (use iso20022_legacy_and_scheme_mappings), and what a message itself contains. Code set usage is message-level, not element-level. The code set description (concept_description) is AI-generated.

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• list_submissionsA

  OpenreviewA

  Papers submitted to an academic CONFERENCE venue on OpenReview — ICLR, NeurIPS, ICML, COLM and similar. PREFER for "ICLR 2024 papers about diffusion models", "NeurIPS submissions on RLHF", "what did ICML publish on optimizers". Pass the venue group id as venue_id (use list_venues to find it) together with a topic in query.

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• ca_codesA

  California CodeA

  List the 29 California codes with their subjects — Penal Code is PEN, Vehicle Code is VEH, Labor Code is LAB, and so on. Keyless. Use when you know the subject area but not which code governs it, before calling ca_code_section.

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• pubmed_get_related_articlesA

  PubmedA

  Find papers SIMILAR to a given article — NIH PubMed's own computed 'related articles' (pubmed_pubmed neighbors), ranked by relevance using shared terms/MeSH/citations. Pass one PMID; returns the top related papers with full citation metadata (title, authors, journal, date, DOI). Use for "more papers like this", building a reading list from a seed paper, or broadening a literature search beyond keyword matches. Distinct from pubmed_get_citations (which finds papers that cite this one).

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