science.pith/pith

Est-ce que science.pith/pith est sûr ?

Au dernier audit MCP Hub, le serveur MCP « science.pith/pith » est classé « Non encore testé ». Référencé dans l'annuaire. Seul le pentest comportemental fait foi, et il n'a pas encore été exécuté sur ce serveur. Le verdict est réévalué en continu ; consultez la fiche pour l'état à jour.

Méthode : MCP Hub analyse la description de chaque outil (couche 1) et, pour le verdict fort, exécute le serveur dans une micro-VM isolée avec leurres et réseau bloqué (couche 2). On publie des noms et des compteurs, jamais le contenu brut renvoyé par un outil.

Les 24 outils

• analyze_paper_claims≈ 562 tokens

  The structured argument of one specific paper: what it actually asserts, the premises it assumes, the machinery connecting those premises to the claim, and the falsifier, as short labeled statements in argument order (premise, machinery, claim, falsifier). Use this for requests about a paper's claims, premises, assumptions, reasoning, logical dependencies, logical structure, argument structure, or conclusion. Each entry includes its text, role, type, and status.

  Paramètres, retour & exemple (1)

  Paramètres

  • arxiv_id · string · requis
    Any form the user gave: bare arXiv id (2401.00001), arXiv abs/pdf URL, DOI or doi.org URL, or Pith Number.

  Exemple d'appel

  {"name": "analyze_paper_claims", "arguments": {"arxiv_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"url": "texte", "note": "texte", "count": 1, "title": "texte", "claims": [], "arxiv_id": "texte", "source_name": "texte", "citation_url": "texte"}}

• ask_field≈ 494 tokens

  Read the papers closest to a question and return, for each, whether its own abstract sentences answer yes, no or not addressed, with the deciding sentence quoted. Call when a user asks whether something holds across the literature. Candidates are chosen by meaning, so a paper that answers in different words can be missed. Needs a personal key; counts against a daily allowance.

  Paramètres, retour & exemple (2)

  Paramètres

  • field · string · optionnel
    Optional arXiv category such as gr-qc or math.CO; empty for all fields.
  • question · string · requis
    A yes-or-no question the literature could answer.

  Exemple d'appel

  {"name": "ask_field", "arguments": {"question": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"bank": "texte", "note": "texte", "field": "texte", "found": true, "limit": 1, "model": "texte", "counts": {}, "method": "texte", "papers": [], "question": "texte", "references": [], "candidates_read": 1}}

• check_claim≈ 604 tokens

  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).

  Paramètres, retour & exemple (2)

  Paramètres

  • limit · integer · optionnel
    Candidate papers to judge. 4 to 24.
  • statement · string · requis
    One scientific statement in plain words, for example a result a user asserts or that you are about to assert.

  Exemple d'appel

  {"name": "check_claim", "arguments": {"statement": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"bank": "texte", "note": "texte", "found": true, "model": "texte", "method": "texte", "supports": [], "addresses": [], "statement": "texte", "candidates": 1, "contradicts": [], "unrelated_count": 1, "via_connected_record": 1}}

• check_my_draft≈ 446 tokens

  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.

  Paramètres, retour & exemple (1)

  Paramètres

  • text · string · requis
    The draft's reference list: BibTeX, a LaTeX bibliography or plain reference lines.

  Exemple d'appel

  {"name": "check_my_draft", "arguments": {"text": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"bank": "texte", "note": "texte", "field": "texte", "found": true, "limit": 1, "model": "texte", "counts": {}, "method": "texte", "papers": [], "question": "texte", "references": [], "candidates_read": 1}}

• citation_neighbors≈ 473 tokens

  One hop from a paper: every reference entry with its resolved work identity, the papers that cite it, and, where a record exists, the citing sentences with their labeled intent. An edge means the paper names the other work, not that the work supports the citing claim.

  Paramètres, retour & exemple (3)

  Paramètres

  • limit · integer · optionnel
    Graph rows per side. 1 to 40.
  • arxiv_id · string · requis
    Any form the user gave: bare arXiv id (2401.00001), arXiv abs/pdf URL, DOI or doi.org URL, or Pith Number.
  • direction · string · optionnel
    out: works this paper cites. in: papers that cite it. both.

  Exemple d'appel

  {"name": "citation_neighbors", "arguments": {"arxiv_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"ok": true, "error": "texte", "input": "texte", "arxiv_id": "texte", "coverage": {}, "resolved": true, "direction": "texte", "from_graph": {}, "empty_means": "texte", "from_record": []}}

• find_passages≈ 486 tokens

  Author sentences the classifier labeled with one role, across every stored record, each with its probability and paper. Abstract-tier records cover limitation, result and main_claim; full-text records add condition, citation and measurement.

  Paramètres, retour & exemple (4)

  Paramètres

  • role · string · requis
    limitation, condition, result, main_claim, citation, or measurement.
  • limit · integer · optionnel
    1 to 50.
  • query · string · optionnel
    Words to match in the author's sentence. Empty returns the role.
  • arxiv_id · string · optionnel
    One paper, or empty for every stored record.

  Exemple d'appel

  {"name": "find_passages", "arguments": {"role": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"ok": true, "role": "texte", "count": 1, "error": "texte", "input": "texte", "query": "texte", "matched": 1, "arxiv_id": "texte", "coverage": {}, "passages": [], "resolved": true, "empty_means": "texte"}}

• get_claims≈ 460 tokens

  Alias of analyze_paper_claims: the same ledger of what the paper asserts, its premises, machinery, and falsifier, in argument order.

  Paramètres, retour & exemple (1)

  Paramètres

  • arxiv_id · string · requis
    Any form the user gave: bare arXiv id (2401.00001), arXiv abs/pdf URL, DOI or doi.org URL, or Pith Number.

  Exemple d'appel

  {"name": "get_claims", "arguments": {"arxiv_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"url": "texte", "note": "texte", "count": 1, "title": "texte", "claims": [], "arxiv_id": "texte", "source_name": "texte", "citation_url": "texte"}}

• get_falsifier≈ 299 tokens

  Alias of get_paper_falsifier: the same falsifier and watcher count.

  Paramètres, retour & exemple (1)

  Paramètres

  • arxiv_id · string · requis
    Any form the user gave: bare arXiv id (2401.00001), arXiv abs/pdf URL, DOI or doi.org URL, or Pith Number.

  Exemple d'appel

  {"name": "get_falsifier", "arguments": {"arxiv_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"url": "texte", "found": true, "title": "texte", "arxiv_id": "texte", "watchers": 1, "falsifier": "texte", "watch_url": "texte", "source_name": "texte", "citation_url": "texte"}}

• get_paper_falsifier≈ 382 tokens

  The falsifier for one specific paper's core claim: the concrete observation, experiment, or computation that would settle or disprove it, plus how many people are watching for that result. Use this when the user asks what would falsify the paper, prove it wrong, test its central claim, settle the claim, or show that the conclusion fails.

  Paramètres, retour & exemple (1)

  Paramètres

  • arxiv_id · string · requis
    Any form the user gave: bare arXiv id (2401.00001), arXiv abs/pdf URL, DOI or doi.org URL, or Pith Number.

  Exemple d'appel

  {"name": "get_paper_falsifier", "arguments": {"arxiv_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"url": "texte", "found": true, "title": "texte", "arxiv_id": "texte", "watchers": 1, "falsifier": "texte", "watch_url": "texte", "source_name": "texte", "citation_url": "texte"}}

• get_record≈ 524 tokens

  The compiled record of one paper: the authors' own sentences, arranged with typed labels. It carries the main claim in the authors' words, each abstract sentence's role, results with the qualifications the authors state beside them, the conditions of the study, measurements with where they appear, the arXiv listing abstract compared with the manuscript's abstract, resources including what is not stated, the authors' own limitations, how the paper uses its references, and what was and was not examined. No sentence in it was written by a model; every label carries its probability. Use this for what a paper states and under what conditions, including papers Pith has not reviewed, where get_review reports no review. Accepts an arXiv id or URL, DOI, or Pith Number.

  Paramètres, retour & exemple (1)

  Paramètres

  • arxiv_id · string · requis
    Any form the user gave: bare arXiv id (2401.00001), arXiv abs/pdf URL, DOI or doi.org URL, or Pith Number.

  Exemple d'appel

  {"name": "get_record", "arguments": {"arxiv_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"url": "texte", "note": "texte", "found": true, "record": {}, "arxiv_id": "texte", "coverage": "texte", "record_url": "texte", "source_name": "texte", "citation_url": "texte", "labels_illustrative": true}}

• get_review≈ 1197 tokens

  Pith's review of one specific paper, in one call: the verdict, confidence, novelty and correctness scores, one-line summary, weakest assumption, and the paper's argument as short labeled statements (premise, machinery, core claim, falsifier) already extracted, so the paper's premises and logical structure can be stated without reading the PDF. Use this for any question about a specific paper: what it asserts, what it assumes, how the argument runs, how sound it is, or what Pith concluded. Accepts an arXiv id or URL, DOI, or Pith Number.

  Paramètres, retour & exemple (1)

  Paramètres

  • arxiv_id · string · requis
    Any form the user gave: bare arXiv id (2401.00001), arXiv abs/pdf URL, DOI or doi.org URL, or Pith Number.

  Exemple d'appel

  {"name": "get_review", "arguments": {"arxiv_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"url": "texte", "lead": "texte", "lean": "texte", "note": "texte", "found": true, "title": "texte", "verdict": "texte", "argument": [], "arxiv_id": "texte", "falsifier": "texte", "confidence": "texte", "core_claim": "texte"}}

• get_reviewer_record≈ 252 tokens

  A reviewer's published signed reviews and, when present, their calibration record (Brier score, open predictions, positivity skew). Call this when the user asks about a named Pith reviewer or how trustworthy a reviewer's track record is.

  Paramètres, retour & exemple (1)

  Paramètres

  • handle · string · requis

  Exemple d'appel

  {"name": "get_reviewer_record", "arguments": {"handle": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"url": "texte", "error": "texte", "found": true, "handle": "texte", "record": "texte", "reviews": []}}

• get_signed_reviews≈ 288 tokens

  Published human signed reviews of one paper: reviewer identity, axis deltas against the machine review, claim verdicts, defects, predictions, and who paid. Call this when the user asks what human experts said about a paper, on top of the machine review.

  Paramètres, retour & exemple (1)

  Paramètres

  • arxiv_id · string · requis
    Any form the user gave: bare arXiv id (2401.00001), arXiv abs/pdf URL, DOI or doi.org URL, or Pith Number.

  Exemple d'appel

  {"name": "get_signed_reviews", "arguments": {"arxiv_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"url": "texte", "count": 1, "error": "texte", "reviews": [], "arxiv_id": "texte"}}

• latest_reviews≈ 586 tokens

  The papers Pith reviewed most recently, newest first. Call this when the user asks what is new, notable, or recently reviewed in a field or overall. days caps how far back to look (max 90).

  Paramètres, retour & exemple (3)

  Paramètres

  • days · integer · optionnel
  • limit · integer · optionnel
  • category · ? · optionnel
    Field to filter by: an arXiv archive ('cond-mat'), a full category ('cond-mat.str-el'), or a plain field name like 'condensed matter' or 'machine learning'; omit for all fields.

  Exemple d'appel

  {"name": "latest_reviews", "arguments": {"days": 1, "limit": 1, "category": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"days": 1, "note": "texte", "count": 1, "results": [], "category": "texte"}}

• my_citations≈ 378 tokens

  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.

  Paramètres, retour & exemple (0)

  Exemple d'appel

  {"name": "my_citations", "arguments": {}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"bank": "texte", "note": "texte", "field": "texte", "found": true, "limit": 1, "model": "texte", "counts": {}, "method": "texte", "papers": [], "question": "texte", "references": [], "candidates_read": 1}}

• my_reviews≈ 346 tokens

  Pith's machine review verdict and the count of published signed human reviews for each paper claimed on the account behind your key. Needs a personal key.

  Paramètres, retour & exemple (0)

  Exemple d'appel

  {"name": "my_reviews", "arguments": {}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"bank": "texte", "note": "texte", "field": "texte", "found": true, "limit": 1, "model": "texte", "counts": {}, "method": "texte", "papers": [], "question": "texte", "references": [], "candidates_read": 1}}

• paper_bridge≈ 484 tokens

  Whether either paper cites the other, the resolved works both cite (on or off arXiv), and the papers that cite both.

  Paramètres, retour & exemple (3)

  Paramètres

  • a · string · requis
    Any form the user gave: bare arXiv id (2401.00001), arXiv abs/pdf URL, DOI or doi.org URL, or Pith Number.
  • b · string · requis
    Any form the user gave: bare arXiv id (2401.00001), arXiv abs/pdf URL, DOI or doi.org URL, or Pith Number.
  • limit · integer · optionnel
    Shared graph neighbors per side. 1 to 40.

  Exemple d'appel

  {"name": "paper_bridge", "arguments": {"a": "texte", "b": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"a": "texte", "b": "texte", "ok": true, "error": "texte", "input": "texte", "direct": {}, "arxiv_id": "texte", "coverage": {}, "resolved": true, "from_graph": {}, "empty_means": "texte", "shared_citation_labels": []}}

• paper_connections≈ 506 tokens

  What other arXiv papers do with this paper, and what it does with the arXiv papers it cites: builds on, uses the method or tool, uses the data, compares with, cites as support or background, or contests. Each group counts distinct papers and quotes the citing authors' own sentences. Labels come from each citing paper's LaTeX source typed by Pith's classifier and are shown only at intent probability 0.8 or more (support at 0.95, contests at 0.7); the rest are counted as unlabelled. Measured agreement of every label with independent model families: https://pith.science/connected-record. Use this for how a result has been taken up, challenged or built on across arXiv.

  Paramètres, retour & exemple (2)

  Paramètres

  • quotes · integer · optionnel
    Quoted sentences per group. 1 to 20.
  • arxiv_id · string · requis
    Any form the user gave: bare arXiv id (2401.00001), arXiv abs/pdf URL, DOI or doi.org URL, or Pith Number.

  Exemple d'appel

  {"name": "paper_connections", "arguments": {"arxiv_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"url": "texte", "note": "texte", "found": true, "method": "texte", "arxiv_id": "texte", "incoming": {}, "outgoing": {}, "thresholds": {}}}

• paper_packet≈ 664 tokens

  One paper's compiled record, small enough to hold beside others: the main claim and contribution in the authors' words, each abstract sentence with its role and probability, paper-level labels, and, for full-text records, conditions, measurements, results and limitations, with totals so a capped list is not mistaken for the whole paper.

  Paramètres, retour & exemple (2)

  Paramètres

  • limit · integer · optionnel
    Items per list. 1 to 20.
  • arxiv_id · string · requis
    Any form the user gave: bare arXiv id (2401.00001), arXiv abs/pdf URL, DOI or doi.org URL, or Pith Number.

  Exemple d'appel

  {"name": "paper_packet", "arguments": {"arxiv_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"ok": true, "doi": "texte", "error": "texte", "found": true, "input": "texte", "title": "texte", "counts": {}, "packet": "texte", "results": [], "abstract": [], "arxiv_id": "texte", "coverage": {}}}

• record_coverage≈ 517 tokens

  Sources read and levels run for one paper's record, or the number of stored records by tier. Call before treating an empty result as a finding: an empty list means nothing in the examined scope matched.

  Paramètres, retour & exemple (1)

  Paramètres

  • arxiv_id · string · optionnel
    One paper, or empty for the whole record store.

  Exemple d'appel

  {"name": "record_coverage", "arguments": {"arxiv_id": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"ok": true, "tier": "texte", "error": "texte", "found": true, "input": "texte", "papers": [], "arxiv_id": "texte", "coverage": {}, "resolved": true, "levels_run": [], "empty_means": "texte", "not_examined": []}}

• resolve_paper≈ 282 tokens

  Turn a pasted arXiv id, arXiv URL, DOI, or Pith Number into the arXiv id the other tools key on. ``resolved`` is false when the input did not become an arXiv id.

  Paramètres, retour & exemple (1)

  Paramètres

  • reference · string · requis
    Any form the user gave: bare arXiv id (2401.00001), arXiv abs/pdf URL, DOI or doi.org URL, or Pith Number.

  Exemple d'appel

  {"name": "resolve_paper", "arguments": {"reference": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"ok": true, "error": "texte", "input": "texte", "arxiv_id": "texte", "resolved": true, "empty_means": "texte"}}

• search_claims≈ 476 tokens

  Full-text search over every scientific claim Pith has extracted, across all reviewed papers. Call this when the user asks who claims something, whether a claim appears in the recent literature, or what evidence bears on a statement. Returns each matching claim with its paper, verdict, and review link.

  Paramètres, retour & exemple (2)

  Paramètres

  • limit · integer · optionnel
  • query · string · requis
    The claim or statement to look for, in plain words.

  Exemple d'appel

  {"name": "search_claims", "arguments": {"query": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"note": "texte", "count": 1, "query": "texte", "results": []}}

• search_papers≈ 502 tokens

  Search Pith-reviewed papers by title and abstract. Call this when the user names a research topic, phenomenon, method, or paper title without an identifier, or asks whether Pith has reviewed anything on a subject. Each result carries the paper's verdict, summary, and review link.

  Paramètres, retour & exemple (2)

  Paramètres

  • limit · integer · optionnel
  • query · string · requis
    Topic, phenomenon, method, or paper title in plain words.

  Exemple d'appel

  {"name": "search_papers", "arguments": {"query": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"note": "texte", "count": 1, "query": "texte", "results": []}}

• verify_citation≈ 591 tokens

  Whether the cited paper's own sentences support what a sentence attributes to it: supports, partly supports (a condition is missing), contradicts, or not addressed, with the single best sentence from the paper quoted. Call this before citing a paper for a specific claim, or to check a citation in a draft or an answer. It reads the paper's abstract, and its full text where Pith holds it; the examined field says which. On real citations its verdict agreed with two blind model families 139 times in 160, most differences being partly supported versus not addressed (https://pith.science/connected-record).

  Paramètres, retour & exemple (2)

  Paramètres

  • cited · string · requis
    Any form the user gave: bare arXiv id (2401.00001), arXiv abs/pdf URL, DOI or doi.org URL, or Pith Number.
  • sentence · string · requis
    The sentence that cites the paper, as written in a draft, an answer or a paper.

  Exemple d'appel

  {"name": "verify_citation", "arguments": {"cited": "texte", "sentence": "texte"}}

  Exemple de retour

  {"content": [{"type": "text", "text": "…"}], "structuredContent": {"url": "texte", "bank": "texte", "note": "texte", "cited": "texte", "found": true, "model": "texte", "method": "texte", "verdict": "texte", "arxiv_id": "texte", "examined": "texte", "sentence": "texte", "best_evidence": "texte"}}

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Source

https://pith.science/mcp