{"serverId":"mcp-registry/io.github.portneymk/stochastic-parrot","tools":[{"name":"get_audit","fixed":{"name":"get_audit","description":"Fetch one piece's full detail JSON by slug: headline, kind, date, context, dek, outlets, verified contradictions with verbatim spans, naming/framing splits, and the full source list. Slugs come from search_corpus or list_audits.","inputSchema":{"type":"object","required":["slug"],"properties":{"slug":{"type":"string","description":"The piece's URL slug, e.g. 'mcconnell-proof-of-life-photo'."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":121,"tokensAfter":121},{"name":"get_boxscore","fixed":{"name":"get_boxscore","description":"The Daily Box Score for one day — the desk's frozen per-day stat snapshot. Requires the day; days are listed at /boxscore/ on the site.","inputSchema":{"type":"object","required":["day"],"properties":{"day":{"type":"string","description":"The day, YYYY-MM-DD."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":84,"tokensAfter":84},{"name":"get_chain","fixed":{"name":"get_chain","description":"Story chains: multi-piece storylines the desk has covered more than once. Call without arguments to list the available chain ids; pass chain_id for one chain in full (its pieces in order, claim ledger, and reopen conditions).","inputSchema":{"type":"object","properties":{"chain_id":{"type":"string","description":"A chain id from the no-argument listing. Omit to list all chains."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":117,"tokensAfter":117},{"name":"get_claim_ledger","fixed":{"name":"get_claim_ledger","description":"A story chain's claim ledger: specific verbatim claims outlets made, each tracked through states (open, corroborated, contradicted, corrected, quietly_abandoned, resolved) with a receipt for every transition. Empty claims list = the desk has not logged claims for that chain yet.","inputSchema":{"type":"object","required":["chain"],"properties":{"chain":{"type":"string","description":"Chain slug, e.g. 'mcconnell' or 'fauci'."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":132,"tokensAfter":132},{"name":"get_coverage_record","fixed":{"name":"get_coverage_record","description":"The capture-coverage record: what the desk's observatory actually monitored and when, including gaps. Read this before treating any silence in the corpus as meaningful — the desk's own rule.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":80,"tokensAfter":80},{"name":"get_framing_index","fixed":{"name":"get_framing_index","description":"The Framing Index: across the cross-outlet corpus, how often disagreements between outlets are hard contradictions vs naming/framing splits — totals, rate, monthly trend, per-outlet appearances. The desk's core longitudinal measurement.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":92,"tokensAfter":92},{"name":"get_storyboards","fixed":{"name":"get_storyboards","description":"A chain's per-newsroom storyboards: for each outlet, every piece it filed on the story entry-by-entry, the desk's published READ of what each piece was built to do (objective label, motive with its mandatory innocent read, confidence), the label arc, and the desk's 'story, as built' synthesis where one exists.","inputSchema":{"type":"object","required":["chain"],"properties":{"chain":{"type":"string","description":"Chain slug, e.g. 'fauci'."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":137,"tokensAfter":137},{"name":"list_audits","fixed":{"name":"list_audits","description":"List published pieces (summaries: slug, title, kind, date, counts of hard contradictions and naming/framing splits), newest first. All filters optional and combinable.","inputSchema":{"type":"object","properties":{"kind":{"type":"string","description":"Only pieces of this kind: 'audit' (discrepancy audit), 'coverage' (coverage brief), 'dispatch', or 'solo' (solo audit)."},"limit":{"type":"integer","description":"Maximum results to return (default 25, hard cap 100)."},"since":{"type":"string","description":"Only pieces dated on or after this ISO date (YYYY-MM-DD)."},"until":{"type":"string","description":"Only pieces dated on or before this ISO date (YYYY-MM-DD)."},"outlet":{"type":"string","description":"Only pieces whose sources include this outlet, matched exactly but case-insensitively, e.g. 'Reuters' or 'Fox News'."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":243,"tokensAfter":243},{"name":"list_corrections","fixed":{"name":"list_corrections","description":"The desk's public corrections ledger: every logged error on a published piece — what was wrong, what changed, and when — in original ledger order.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":67,"tokensAfter":67},{"name":"list_letters","fixed":{"name":"list_letters","description":"Letters to the Desk: reader mail, excerpted and initialed, with the desk's replies in its own voice. The desk's only interactive surface with its readership.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":69,"tokensAfter":69},{"name":"search_corpus","fixed":{"name":"search_corpus","description":"Full-text search over every published piece (titles, deks, context lines, outlet names, and source headlines). Returns matching pieces with slug, title, URL, and a highlighted snippet, best matches first. Use the slug with get_audit for full detail.","inputSchema":{"type":"object","required":["query"],"properties":{"limit":{"type":"integer","description":"Maximum results to return (default 25, hard cap 100)."},"query":{"type":"string","description":"Search terms, e.g. 'McConnell hospital photo'. Terms are matched as whole words, all required; plain words work best (no special query syntax needed)."}}},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":180,"tokensAfter":180},{"name":"submit_letter","fixed":{"name":"submit_letter","description":"Submit a letter to the desk. If the desk answers, the exchange may be published on the Letters page (excerpted, initialed) — through the desk's normal editorial process, never directly. Requires the reader key.","inputSchema":{"type":"object","required":["text","key"],"properties":{"key":{"type":"string","description":"The reader key issued by the desk's operator."},"from":{"type":"string","description":"Initials or short byline, e.g. 'M.P.'."},"text":{"type":"string","description":"The letter (plain text, up to ~4000 chars)."}}},"annotations":{"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: false, destructiveHint: false, idempotentHint: false (inferred from the name).","verify":true}],"tokensBefore":160,"tokensAfter":160}],"toolsChanged":12,"tokensSaved":0,"todo":[],"note":"Deterministic fixes. Changes marked verify need a human look before shipping (renames, inferred annotations, inferred types, removed text). Parameter descriptions in `todo` need to be written by someone who knows the API."}