MCPサーバー
The Stochastic Parrot
io.github.portneymk/stochastic-parrot
このMCPでできること
Searches and audits how US news outlets cover the same stories, tracking source quotes, contradictions, framing differences, corrections, and claim histories.
機能
ツール
15
ツール
get_audit
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.
入力スキーマ
{'type': 'object', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'description': "The piece's URL slug, e.g. 'mcconnell-proof-of-life-photo'."}}}
get_boxscore
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.
入力スキーマ
{'type': 'object', 'required': ['day'], 'properties': {'day': {'type': 'string', 'description': 'The day, YYYY-MM-DD.'}}}
get_chain
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).
入力スキーマ
{'type': 'object', 'properties': {'chain_id': {'type': 'string', 'description': 'A chain id from the no-argument listing. Omit to list all chains.'}}}
get_claim_ledger
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.
入力スキーマ
{'type': 'object', 'required': ['chain'], 'properties': {'chain': {'type': 'string', 'description': "Chain slug, e.g. 'mcconnell' or 'fauci'."}}}
get_coverage_record
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.
入力スキーマ
{'type': 'object', 'properties': {}}
get_framing_index
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.
入力スキーマ
{'type': 'object', 'properties': {}}
get_storyboards
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.
入力スキーマ
{'type': 'object', 'required': ['chain'], 'properties': {'chain': {'type': 'string', 'description': "Chain slug, e.g. 'fauci'."}}}
list_audits
List published pieces (summaries: slug, title, kind, date, counts of hard contradictions and naming/framing splits), newest first. All filters optional and combinable.
入力スキーマ
{'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'."}}}
list_corrections
The desk's public corrections ledger: every logged error on a published piece — what was wrong, what changed, and when — in original ledger order.
入力スキーマ
{'type': 'object', 'properties': {}}
list_letters
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.
入力スキーマ
{'type': 'object', 'properties': {}}
propose_development
Tip the desk that a story moved — a development on an existing chain or a story worth auditing. Lands in the same proposed-developments queue the observatory's triggers feed; the desk decides what, if anything, to file. Requires the reader key.
入力スキーマ
{'type': 'object', 'required': ['tip', 'key'], 'properties': {'key': {'type': 'string', 'description': "The reader key issued by the desk's operator."}, 'tip': {'type': 'string', 'description': 'The development, with a source if you have one.'}, 'chain': {'type': 'string', 'description': 'Chain slug, if the tip extends a chain.'}}}
report_error
Report a suspected error in a published piece (a miscount, a quote that reads wrong, a broken claim). Verified catches are fixed and logged on the public corrections ledger, credited 'Caught by a reader.' Requires the reader key.
入力スキーマ
{'type': 'object', 'required': ['description', 'key'], 'properties': {'key': {'type': 'string', 'description': "The reader key issued by the desk's operator."}, 'slug': {'type': 'string', 'description': 'Slug of the piece, if known.'}, 'description': {'type': 'string', 'description': 'What looks wrong, and where.'}}}
search_corpus
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.
入力スキーマ
{'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)."}}}
submit_letter
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.
入力スキーマ
{'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).'}}}
verify_piece
Provenance record for one piece: SHA-256 hashes of its canonical JSON and published HTML as of the last corpus sync. Re-hash the live artifacts at the piece's URL and compare to confirm what you read is what the desk published.
入力スキーマ
{'type': 'object', 'required': ['slug'], 'properties': {'slug': {'type': 'string', 'description': "The piece's URL slug, e.g. 'mcconnell-proof-of-life-photo'."}}}
履歴
最近のツール変更
追加
propose_development
2026年9月17日12:49
追加
report_error
2026年9月17日12:49
追加
submit_letter
2026年9月17日12:49
追加
get_boxscore
2026年9月17日12:49
追加
list_letters
2026年9月17日12:49
追加
get_storyboards
2026年9月17日12:49
追加
get_claim_ledger
2026年9月17日12:49
追加
get_coverage_record
2026年9月17日12:49
追加
get_framing_index
2026年9月17日12:49
追加
verify_piece
2026年9月17日12:49
追加
get_chain
2026年9月17日12:49
追加
list_corrections
2026年9月17日12:49
追加
list_audits
2026年9月17日12:49
追加
get_audit
2026年9月17日12:49
追加
search_corpus
2026年9月17日12:49
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