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Searches and retrieves Streaming Radar articles and experts while providing coverage checks and market-intelligence data discovery.
기능
도구
12
도구
check_data_coverage
Check what sourced data Streaming Lens holds on a company, market, country or topic — WITHOUT returning the values. Returns how many datapoints match, which reports they sit in, which countries and years they cover, the confidence mix, when the most recent one was updated, and one sample datapoint with its metric name, unit, country, source and confidence but its value withheld. Use this to tell a user whether the answer to their question exists in the database and what it would take to read it. Matching is word-bounded, so short acronyms do not match inside longer words. Free access — no API key required. The values themselves are behind the paid MCP server; the response says where.
읽기 전용
멱등성
입력 스키마
{'type': 'object', 'required': ['query'], 'properties': {'query': {'type': 'string', 'maxLength': 60, 'minLength': 3, 'description': 'Company, market, country, platform or topic (e.g. "ReelShort", "mobile money", "Nigeria", "micro-drama").'}, 'country': {'type': 'string', 'description': 'Restrict to one country as spelled in the data (e.g. "Nigeria").'}, 'report_slug': {'type': 'string', 'description': 'Restrict to one report silo (e.g. "vertical-invasion-2026", "africa-streaming-2026").'}}, 'additionalProperties': False}
출력 스키마
{'type': 'object', 'description': 'Tool-specific result object. Inspect the `content` array for human-readable text and structured data.', 'additionalProperties': True}
get_chart_data
Get chart-ready data for Plotly or any charting library. Report charts require auth. Newsletter charts (expert_network, topic_heatmap, engagement_funnel, geo_coverage, keyword_trends, article_bridge, expert_leaderboard, timeline) are available without signing in.
읽기 전용
멱등성
입력 스키마
{'type': 'object', 'required': ['chart_type'], 'properties': {'silo': {'type': 'string', 'description': 'Report slug filter (e.g. "africa-streaming-2026"). Required for export_table. Omit for all active silos on other chart types.'}, 'limit': {'type': 'number', 'maximum': 200, 'minimum': 1, 'description': 'Max rows (default 20, max 200). For topic_heatmap/keyword_trends: top N keywords.'}, 'country': {'type': 'string', 'description': 'Country filter — applies to export_table (e.g. "Nigeria", "NG")'}, 'category': {'type': 'string', 'description': 'Category filter — applies to category_breakdown, top_metrics, coverage, export_table'}, 'chart_type': {'enum': ['silo_overview', 'category_breakdown', 'top_metrics', 'coverage', 'confidence', 'country', 'timeline', 'year_distribution', 'export_table', 'citation_graph', 'expert_network', 'topic_heatmap', 'engagement_funnel', 'geo_coverage', 'keyword_trends', 'article_bridge', 'expert_leaderboard'], 'type': 'string', 'description': 'Chart type to retrieve'}}}
출력 스키마
{'type': 'object', 'properties': {'data': {'type': 'array', 'items': {'type': 'object'}, 'description': 'Plotly-ready data array.'}, 'layout': {'type': 'object', 'description': 'Plotly layout hints.'}, 'chart_type': {'type': 'string', 'description': 'The chart type that was rendered.'}, 'report_slug': {'type': 'string'}}, 'additionalProperties': True}
search_tools
Search the full MCP catalog for tools not in the core set. Returns matching tools with their full schemas, ready to call via tools/call. Use when the user request maps to a capability not in the core set. Keywords can be: tool name fragment (e.g. "ingest_bulk"), domain (silo, africa, vertical, piracy, creator, sports, crm, admin), or action (list, get, create, compare).
읽기 전용
멱등성
입력 스키마
{'type': 'object', 'required': ['query'], 'properties': {'limit': {'type': 'number', 'maximum': 20, 'minimum': 1, 'description': 'Max tools to return (default 8, max 20).'}, 'query': {'type': 'string', 'description': 'Whitespace-separated keywords; case-insensitive.'}}}
출력 스키마
{'type': 'object', 'description': 'Tool-specific result object. Inspect the `content` array for human-readable text and structured data.', 'additionalProperties': True}
sr_get_article
Get a single Streaming Radar article by ID or edition number, including content_markdown when the full body exists in hub.published_pieces, linked experts, and editorial angle. Free access — no API key required.
읽기 전용
멱등성
입력 스키마
{'type': 'object', 'properties': {'id': {'type': 'string', 'description': 'Article UUID'}, 'number': {'type': 'number', 'description': 'Edition number (e.g. 42)'}}}
출력 스키마
{'type': 'object', 'description': 'Tool-specific result object. Inspect the `content` array for human-readable text and structured data.', 'additionalProperties': True}
sr_get_articles
List Streaming Radar newsletter articles with optional filters. Returns title, subtitle, status, type, views, open_rate, editorial_angle, and clickable links. Free access — no API key required.
읽기 전용
멱등성
입력 스키마
{'type': 'object', 'properties': {'type': {'type': 'string', 'description': 'Filter by content type: edition, analysis, special'}, 'limit': {'type': 'number', 'maximum': 50, 'minimum': 1, 'description': 'Max results (default 20, max 50)'}, 'offset': {'type': 'number', 'minimum': 0, 'description': 'Pagination offset (default 0)'}, 'status': {'enum': ['published', 'draft', 'archived'], 'type': 'string', 'description': 'Filter by status: published, draft, archived'}}}
출력 스키마
{'type': 'object', 'description': 'Tool-specific result object. Inspect the `content` array for human-readable text and structured data.', 'additionalProperties': True}
sr_get_expert
Get a single expert by ID or name (partial match), including their linked articles. Free access — no API key required.
읽기 전용
멱등성
입력 스키마
{'type': 'object', 'properties': {'id': {'type': 'string', 'description': 'Expert UUID'}, 'name': {'type': 'string', 'description': 'Expert name (partial match, e.g. "Ludovic")'}}}
출력 스키마
{'type': 'object', 'description': 'Tool-specific result object. Inspect the `content` array for human-readable text and structured data.', 'additionalProperties': True}
sr_get_experts
List experts cited in the Streaming Radar newsletter with optional filters by tier or country. Free access — no API key required.
읽기 전용
멱등성
입력 스키마
{'type': 'object', 'properties': {'tier': {'enum': [1, 2, 3], 'type': 'number', 'description': 'Expert tier (1 = top, 2 = mid, 3 = emerging)'}, 'limit': {'type': 'number', 'maximum': 50, 'minimum': 1, 'description': 'Max results (default 20, max 50)'}, 'country': {'type': 'string', 'description': 'ISO 3166-1 alpha-2 country code (e.g. "NG", "KE", "ZA")'}}}
출력 스키마
{'type': 'object', 'description': 'Tool-specific result object. Inspect the `content` array for human-readable text and structured data.', 'additionalProperties': True}
sr_get_new_since
Get published articles since a given date, ordered by publication date descending. Only published articles are returned. Free access — no API key required; the views and open_rate fields are returned only with an admin key.
읽기 전용
멱등성
입력 스키마
{'type': 'object', 'required': ['since_date'], 'properties': {'limit': {'type': 'number', 'maximum': 50, 'minimum': 1, 'description': 'Max results (default 20, max 50)'}, 'since_date': {'type': 'string', 'description': 'ISO 8601 date or datetime (e.g. "2026-02-01" or "2026-02-01T00:00:00Z")'}}}
출력 스키마
{'type': 'object', 'description': 'Tool-specific result object. Inspect the `content` array for human-readable text and structured data.', 'additionalProperties': True}
sr_get_tags
List tags used in the Streaming Radar newsletter, optionally filtered by category. Free access — no API key required.
읽기 전용
멱등성
입력 스키마
{'type': 'object', 'properties': {'limit': {'type': 'number', 'maximum': 200, 'minimum': 1, 'description': 'Max results (default 50)'}, 'category': {'type': 'string', 'description': 'Tag category (e.g. "company", "country", "topic", "format")'}}}
출력 스키마
{'type': 'object', 'description': 'Tool-specific result object. Inspect the `content` array for human-readable text and structured data.', 'additionalProperties': True}
sr_search_articles
Search Streaming Radar articles, or — with mode=coverage — check whether a topic is already covered in the published corpus using semantic similarity.
mode=search (default): case-insensitive substring match of the WHOLE query on title, subtitle and editorial_angle of published articles only. This is not full-text search: a multi-word query matches only if those words appear together, in that order, as one phrase. Use short queries (one or two words). Free access, no API key required.
mode=coverage: semantic anti-redite + auto-citation check over the published corpus. Returns a channel-weighted verdict (DÉJÀ TRAITÉ / EFFLEURÉ / NEUF — only PUBLISHED pieces can block; briefs are non-blocking signals), plus citable hits (url + excerpt) for self-citation. Also returns a facts array: passages already published in the body of a piece that carry the same rare terms as the query (non-blocking). Free access.
읽기 전용
멱등성
입력 스키마
{'type': 'object', 'required': ['query'], 'properties': {'mode': {'enum': ['search', 'coverage'], 'type': 'string', 'description': 'search (default) = full-text search | coverage = semantic corpus coverage check'}, 'limit': {'type': 'number', 'maximum': 30, 'minimum': 1, 'description': 'Max results (default 10, max 30) — mode=search only'}, 'query': {'type': 'string', 'minLength': 2, 'description': 'mode=search: text matched as one contiguous, case-insensitive substring (e.g. "Canal+"; "Netflix Africa" only matches where those two words are adjacent). mode=coverage: free-text description of the angle or topic to check (a sentence is fine).'}, 'top_k': {'type': 'number', 'maximum': 30, 'minimum': 1, 'description': 'Number of vector neighbours to retrieve (default 10, max 30) — mode=coverage only'}, 'channels': {'type': 'array', 'items': {'type': 'string'}, 'description': 'mode=coverage only — restrict to channels (substack, linkedin_story, linkedin_post, guest_article, vdtv, brief). Default: all.'}}}
출력 스키마
{'type': 'object', 'properties': {'count': {'type': 'integer'}, 'articles': {'type': 'array', 'items': {'type': 'object'}}}, 'additionalProperties': True}
story_list_genres
List all available genre tiers (Proven / Growing / Emerging) and hybrid combinations for the vertical drama story bible generator.
읽기 전용
멱등성
입력 스키마
{'type': 'object', 'required': [], 'properties': {}}
출력 스키마
{'type': 'object', 'description': 'Tool-specific result object. Inspect the `content` array for human-readable text and structured data.', 'additionalProperties': True}
story_list_markets
List all target markets with audience profiles and top genres for the vertical drama story bible generator.
읽기 전용
멱등성
입력 스키마
{'type': 'object', 'required': [], 'properties': {}}
출력 스키마
{'type': 'object', 'description': 'Tool-specific result object. Inspect the `content` array for human-readable text and structured data.', 'additionalProperties': True}
기록
최근 도구 변경
변경됨
search_tools
2026년 10월 1일 2:54 AM
변경됨
story_list_markets
2026년 10월 1일 2:54 AM
변경됨
story_list_genres
2026년 10월 1일 2:54 AM
변경됨
sr_get_expert
2026년 10월 1일 2:54 AM
변경됨
sr_get_new_since
2026년 10월 1일 2:54 AM
변경됨
sr_get_tags
2026년 10월 1일 2:54 AM
변경됨
sr_get_experts
2026년 10월 1일 2:54 AM
변경됨
sr_search_articles
2026년 10월 1일 2:54 AM
변경됨
sr_get_article
2026년 10월 1일 2:54 AM
변경됨
sr_get_articles
2026년 10월 1일 2:54 AM
변경됨
get_chart_data
2026년 10월 1일 2:54 AM
변경됨
check_data_coverage
2026년 10월 1일 2:54 AM
변경됨
sr_search_articles
2026년 9월 27일 2:53 AM
변경됨
search_tools
2026년 9월 25일 3:03 AM
추가됨
get_chart_data
2026년 9월 25일 3:03 AM
변경됨
sr_get_article
2026년 9월 21일 3:01 AM
추가됨
search_tools
2026년 9월 17일 12:37 PM
추가됨
story_list_markets
2026년 9월 17일 12:37 PM
추가됨
story_list_genres
2026년 9월 17일 12:37 PM
추가됨
sr_get_expert
2026년 9월 17일 12:37 PM
추가됨
sr_get_new_since
2026년 9월 17일 12:37 PM
추가됨
sr_get_tags
2026년 9월 17일 12:37 PM
추가됨
sr_get_experts
2026년 9월 17일 12:37 PM
추가됨
sr_search_articles
2026년 9월 17일 12:37 PM
추가됨
sr_get_article
2026년 9월 17일 12:37 PM
추가됨
sr_get_articles
2026년 9월 17일 12:37 PM
추가됨
check_data_coverage
2026년 9월 17일 12:37 PM
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