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996.fm perspective graph

fm.996/perspectives
Knowledge & Documentation Search & Research Public & reachable MCP 2026-07-28

What this MCP does

Indexes dated and attributed founder and investor viewpoints, debates, transcript excerpts, and changes in individual positions over time.

Capabilities

Tools

5 tools
find_perspectives
Find perspectives
Route a founder's dilemma to the debates that genuinely bear on it. Present the readings SEPARATELY — never merge them into one answer. Respect the question's altitude: scale-up material does not answer a pre-PMF dilemma. When coverage is thin it says so — advise from general knowledge rather than stretching a weak match. Returns ≤4 debates and ≤36 stances — a sample, not the full set; get_stances(debate_id) has a debate's complete stances, each with speaker, date, strength and a receipt.
Read only
Input schema 
{'type': 'object', 'required': ['topic'], 'properties': {'topic': {'type': 'string', 'description': "The founder's question or dilemma, with a line of context"}}}
get_context
Get the transcript around a claim
The transcript around one claim — the moment in context, with its receipt. Spoken: the episode's public transcript, windowed ±90s around the claim's timestamp. Written (an essay): the verbatim excerpt snapshotted at digest plus a link into the original; never the surrounding text, never a live fetch. Quote the receipt — episode + timestamp, or essay link + excerpt — so the founder can check the moment.
Read only Idempotent
Input schema 
{'type': 'object', 'required': ['claim_id'], 'properties': {'claim_id': {'type': 'string', 'description': 'Claim id from any tool that returned a card, e.g. clm-5p0ken01'}}}
get_stances
Get stances on a debate
Every stance on one debate, grouped by reading — raw material for your own who-would-push-back read. No synthesis. Attribute and date every position (dates are episode publication dates); keep hedged claims hedged. The graph never says who opposes whom — work out yourself which positions push back on the founder's leaning, and name them.
Read only Idempotent
Input schema 
{'type': 'object', 'required': ['debate_id'], 'properties': {'debate_id': {'type': 'string', 'description': 'Debate id from find_perspectives or list_debates, e.g. deb-3f9c1a2b'}}}
list_debates
Browse debates
Browse the debate registry: id, question, readings, stance count, born (earliest publication date). Optional query: a debate matches when its question has every word of it, case-insensitive, word forms folded (hire/hiring, co-founder/cofounder). Browsing only — it does not rank against a question; use find_perspectives for that. Defaults to debates with 2+ stances, 120 rows a page — page with offset.
Read only Idempotent
Input schema 
{'type': 'object', 'required': [], 'properties': {'limit': {'type': 'integer', 'maximum': 120, 'minimum': 1, 'description': 'Rows to return (default and max 120)'}, 'query': {'type': 'string', 'description': 'Words the debate question must all contain (case-insensitive; word forms folded)'}, 'offset': {'type': 'integer', 'minimum': 0, 'description': 'Rows to skip — the tail line tells you the next offset'}, 'min_claims': {'type': 'integer', 'minimum': 1, 'description': 'Minimum stances on the debate (default 2)'}}}
trace_evolution
Trace one person's views over time
One speaker's takes in order of episode publication date (optionally on one debate) — reversals and re-assertions visible, never judged. Attribute and date every position (dates are episode publication dates); keep hedged claims hedged. A 2023 position is a 2023 position; if the same person later said otherwise, show both.
Read only Idempotent
Input schema 
{'type': 'object', 'required': ['person'], 'properties': {'person': {'type': 'string', 'description': "A speaker's full name as the graph records it — an ambiguous surname is refused, never merged"}, 'debate_id': {'type': 'string', 'description': 'Optional: narrow the chronology to one debate'}}}
History

Recent tool changes

Added
list_debates
Sept. 17, 2026, 12:39 p.m.
Added
get_context
Sept. 17, 2026, 12:39 p.m.
Added
trace_evolution
Sept. 17, 2026, 12:39 p.m.
Added
get_stances
Sept. 17, 2026, 12:39 p.m.
Added
find_perspectives
Sept. 17, 2026, 12:39 p.m.
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