com.claidex/failure-intelligence

Tools

• claidex_capabilities

  Return the Claidex MCP feature map, configured storage/model providers, safety controls, resources, prompts, and tool counts.

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• claidex_claim_risk_matrix

  Search claims and summarize MRS bands, trial phases, failure archetypes, and high-risk programs for rapid diligence.

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• claidex_health_snapshot

  Return Sentinel metrics, coverage, graph counts, recent automation runs, MRS bands, and preprint-watch summaries.

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• claidex_research_prompt

  Compose a rigorous, reusable investigation prompt that tells an MCP client which Claidex tools and resources to use.

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• claidex_tool_catalog

  Return the complete MCP tool catalog, optionally including full input schemas and filtering native versus agent-backed tools.

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• consult_specialist_model

  Ask a specialist Gateway model for code, database/tool-calling, statistics, literature, preprint, or mechanistic synthesis support. Use for hard subproblems, second opinions, code generation/review, or complex synthesis.

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• fetch

  Fetch a specific result returned by search. This compatibility tool supports OpenAI and ChatGPT remote MCP retrieval flows.

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• fetch_research_url

  Fetch a public HTTPS research URL, JSON API response, package metadata endpoint, documentation page, or dataset preview. Blocks private/internal hosts and truncates large responses.

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• get_claim_content

  Retrieve the complete text content of a specific Claidex Claim by its slug. Use this when you need to read the full post-mortem analysis, including hypothesis, failure mechanism, and prevention analysis.

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• query_chembl

  Look up a drug or compound in ChEMBL. Returns mechanism of action, primary target, ChEMBL ID, max development phase, molecular type, and synonyms.

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• query_clinicaltrials

  Search ClinicalTrials.gov for clinical trials. Can search by drug name, condition, target, or NCT ID. Returns trial status, phase, sponsor, primary endpoints, and why_stopped if terminated.

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• query_failure_graph

  Query the Claidex failure graph for a specific gene target. Returns the Mechanism Risk Score (MRS), failure counts by phase and archetype, and all related claim slugs.

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• query_openfda

  Query the FDA FAERS database for adverse event signals for a drug. Returns top adverse event terms, serious case count, and death count.

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• query_opentargets

  Query Open Targets for target-disease association evidence. Returns genetic evidence score, clinical evidence, known drugs, tractability, and safety liabilities for a gene-disease pair.

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• query_package_registry

  Look up package metadata from npm or PyPI before recommending code, analysis packages, API clients, or dataset tooling.

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• rank_documents_by_embedding

  Embed a query and candidate documents, then rank documents by cosine similarity. Use for semantic matching, retrieval checks, clustering triage, and lightweight RAG over user-provided passages.

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• rerank_documents

  Rerank candidate documents/passages against a query using a dedicated reranking model. Use after retrieval/search when exact relevance ordering matters.

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• run_computation

  Evaluate deterministic mathematical expressions with optional variables. Use for algebra, matrices, vectors, transformations, descriptive numerical checks, and reproducible calculations. Does not execute arbitrary JavaScript or install packages.

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• run_statistical_analysis

  Run a statistical analysis computation. Supports: Wilson confidence intervals, binomial proportions, phase transition success rates, power calculations, Bayesian posterior estimates, descriptive statistics, and two-proportion comparisons. Returns computed values, interpretation, and LaTeX formula.

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• search

  Search Claidex failure claims and preprint flags. This compatibility tool returns citation-ready results for OpenAI and ChatGPT remote MCP flows.

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• search_claims

  Search the Claidex failure database for post-mortems matching a drug name, gene target, disease, failure archetype, or sponsor. Returns matching claims with title, slug, drug, target, disease, phase, failure archetype, Open Targets score, and MRS score.

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• search_preprint_flags

  Search the Claidex Preprint Watch database for bioRxiv preprints flagged as contradicting the clinical failure record. Search by target gene, disease, or preprint title.

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• search_pubmed

  Search PubMed for biomedical literature. Returns title, authors, journal, year, DOI, abstract, and PMID for each result.

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• web_search

  Search the web for recent news, investor commentary, analyst notes, press releases, and conference coverage about drugs, clinical trials, or biomedical mechanisms.

  shallow

Embed this server’s score

Tool count and median score across every tool in this server’s corpus — honest in a way a single cherry-picked tool’s badge wouldn’t be.

[![Vouch score](https://vouch.tools/api/servers/dc84337a-def9-4d5b-acec-7d3fbd6223ba/badge.svg)](https://vouch.tools/servers/dc84337a-def9-4d5b-acec-7d3fbd6223ba)