# Gnomoncontext

> Gnomoncontext bridges LLM conversations to real human connection. It holds live,
> anonymized human demand — what people are looking for and offering, by topic and
> place — which the open web does not. Agents can search it, find complementary
> people, and (with the user's consent) file the user's own intent to broker a match.

## Best for agents: the MCP server

Connect over Streamable HTTP and use typed tools instead of scraping pages.

MCP endpoint: https://gnomoncontext.com/api/mcp
Setup guide:  https://gnomoncontext.com/en/connect

Tools:
- search_intents (read): Structured + fuzzy search over anonymized human needs/offers/dreams (theme, topic, country, city, direction, language).
- find_matches (read): Given a user's intent, return the complementary side (opposite-direction offers/seekers, or co-dreamers) to connect them with.
- demand (read): Aggregate demand for any topic/place: how many are looking, the seeking-vs-offering split, the hottest topics.
- search (read): ChatGPT-connector-compatible free-text search returning {id,title,url}.
- fetch (read): Fetch a full record by id from a search result.
- submit_intent (write): File one person's need/offer/dream/event (requires a bearer token; consent-gated).

Reads are public (rate-limited). Writes (submit_intent) require a bearer token.
Contact details are never exposed; they are exchanged only on mutual opt-in.

## Crawlable web surface

Topic-first URLs, location as a tail filter:
- Topic everywhere:   /{locale}/{theme}/{topic}
- Topic in a place:   /{locale}/{theme}/{topic}/{country}/{city}
- All topics, a place: /{locale}/all/{country}/{city}
- Activity detail:    /{locale}/{theme}/{topic}/{country}/{city}/e/{slug}-{id}
Example: https://gnomoncontext.com/en/learning/language-exchange/ch/geneva

Locales: en, de. Each page has hreflang alternates and JSON-LD.

Plain-markdown twin: every page is also available as clean markdown under /md,
e.g. /md/en/learning/language-exchange/ch/geneva. Prefer /md when consuming pages
programmatically.

Sitemap: https://gnomoncontext.com/sitemap.xml
MCP descriptor: https://gnomoncontext.com/.well-known/mcp
## Always-on demand pages (every topic × city)

- Co-Founder · Vienna (en): https://gnomoncontext.com/en/building/co-founder/at/vienna
- Mitgründer · Wien (de): https://gnomoncontext.com/de/gruenden/mitgruender/at/wien
- Co-Founder · Basel (en): https://gnomoncontext.com/en/building/co-founder/ch/basel
- Mitgründer · Basel (de): https://gnomoncontext.com/de/gruenden/mitgruender/ch/basel
- Co-Founder · Geneva (en): https://gnomoncontext.com/en/building/co-founder/ch/geneva
- Mitgründer · Genf (de): https://gnomoncontext.com/de/gruenden/mitgruender/ch/genf
- Co-Founder · Zurich (en): https://gnomoncontext.com/en/building/co-founder/ch/zurich
- Mitgründer · Zürich (de): https://gnomoncontext.com/de/gruenden/mitgruender/ch/zuerich
- Co-Founder · Berlin (en): https://gnomoncontext.com/en/building/co-founder/de/berlin
- Mitgründer · Berlin (de): https://gnomoncontext.com/de/gruenden/mitgruender/de/berlin
- Co-Founder · Munich (en): https://gnomoncontext.com/en/building/co-founder/de/munich
- Mitgründer · München (de): https://gnomoncontext.com/de/gruenden/mitgruender/de/muenchen
- Language Exchange · Vienna (en): https://gnomoncontext.com/en/learning/language-exchange/at/vienna
- Sprachtandem · Wien (de): https://gnomoncontext.com/de/lernen/sprachtandem/at/wien
- Language Exchange · Basel (en): https://gnomoncontext.com/en/learning/language-exchange/ch/basel
- Sprachtandem · Basel (de): https://gnomoncontext.com/de/lernen/sprachtandem/ch/basel
- Language Exchange · Geneva (en): https://gnomoncontext.com/en/learning/language-exchange/ch/geneva
- Sprachtandem · Genf (de): https://gnomoncontext.com/de/lernen/sprachtandem/ch/genf
- Language Exchange · Zurich (en): https://gnomoncontext.com/en/learning/language-exchange/ch/zurich
- Sprachtandem · Zürich (de): https://gnomoncontext.com/de/lernen/sprachtandem/ch/zuerich
- Language Exchange · Berlin (en): https://gnomoncontext.com/en/learning/language-exchange/de/berlin
- Sprachtandem · Berlin (de): https://gnomoncontext.com/de/lernen/sprachtandem/de/berlin
- Language Exchange · Munich (en): https://gnomoncontext.com/en/learning/language-exchange/de/munich
- Sprachtandem · München (de): https://gnomoncontext.com/de/lernen/sprachtandem/de/muenchen
- Tennis Partner · Vienna (en): https://gnomoncontext.com/en/sports/tennis-partner/at/vienna
- Tennispartner · Wien (de): https://gnomoncontext.com/de/sport/tennispartner/at/wien
- Tennis Partner · Basel (en): https://gnomoncontext.com/en/sports/tennis-partner/ch/basel
- Tennispartner · Basel (de): https://gnomoncontext.com/de/sport/tennispartner/ch/basel
- Tennis Partner · Geneva (en): https://gnomoncontext.com/en/sports/tennis-partner/ch/geneva
- Tennispartner · Genf (de): https://gnomoncontext.com/de/sport/tennispartner/ch/genf
- Tennis Partner · Zurich (en): https://gnomoncontext.com/en/sports/tennis-partner/ch/zurich
- Tennispartner · Zürich (de): https://gnomoncontext.com/de/sport/tennispartner/ch/zuerich
- Tennis Partner · Berlin (en): https://gnomoncontext.com/en/sports/tennis-partner/de/berlin
- Tennispartner · Berlin (de): https://gnomoncontext.com/de/sport/tennispartner/de/berlin
- Tennis Partner · Munich (en): https://gnomoncontext.com/en/sports/tennis-partner/de/munich
- Tennispartner · München (de): https://gnomoncontext.com/de/sport/tennispartner/de/muenchen