io.fless/mcp

Tools

• build_hunt_link

  Validate a hunt brief and get a URL that pre-fills the full hunt form for the human. Works with partial briefs (missing_fields lists what to collect).

  shallow
• check_hunt_link

  Aggregate status of a hunt link (created/opened/started) — no personal data.

  shallow
• fetch

  Fetch full content by id from search: markdown text + canonical url for citations.

  shallow
• get_city_overview

  Neighborhood-level overview of a live city: median rents (1BR/2BR), walk/transit/bike scores per neighborhood.

  shallow
• get_city_request_stats

  See which cities have been requested most. Useful for telling users whether their city has demand.

  shallow
• get_hunt_requirements

  Every hunt field, enum, and rule; canonical amenity keys; binary restrictions (55+, pets, smoking); transparent credit pricing. Read this before collecting a hunt brief.

  shallow
• get_neighborhood

  Full detail for one neighborhood: rents, scores, POI counts, descriptions, nearby neighborhoods.

  shallow
• realtor_add_building_to_hunt

  Realtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. Search your hunt's building inventory by name and manually add the one unambiguous match into the hunt (several matches: top 3 are named and nothing is added).

  shallow
• realtor_create_client

  Realtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. Invite a client by email; the invitation email carries a 7-day accept link. Gated on an active subscription/trial.

  shallow
• realtor_create_hunt

  Realtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. Create a hunt FOR one of your clients (fields mirror get_hunt_requirements). Returns hunt_id + matched_count; the hunt parks at awaiting_realtor_curation. Gated on an active subscription/trial.

  shallow
• realtor_curate_hunt

  Realtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. Curate the candidate list WITHOUT sending: removals [{id, reason?}] and notes [{id, internal_notes?, client_notes?}] (hunt_building ids from realtor_list_candidate_buildings). Not gated.

  shallow
• realtor_get_hunt_status

  Realtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. Status of one of your hunts: review_state, counts, and the client's name.

  shallow
• realtor_list_candidate_buildings

  Realtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. The matched candidate list for one of your hunts (counts + buildings with eligibility, distance, and your curation status).

  shallow
• realtor_list_clients

  Realtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. Accepted clients (id, name, email) + pending invitations (email, expires).

  shallow
• realtor_send_to_client

  Realtor tool: requires Authorization: Bearer with an API key (create one at fless.io/realtor under API keys); anonymous calls return the structured UNAUTHORIZED error. Send the curated list to the client: every non-removed building becomes included and the hunt moves to awaiting_client_approval (the CLIENT releases outreach). Gated on an active subscription/trial.

  shallow
• request_city

  Request that Fless expand to a new city. Use when the user's target city is not currently served (Washington, DC / Maryland / Virginia only). Returns the total request count for that city. No account or email needed.

  shallow
• search

  Search Fless content (cities, neighborhoods, hunt guide). Returns citable ids for fetch.

  shallow
• search_cities

  List cities where Fless operates (live + coming soon). Returns ids needed for hunts.

  shallow
• submit_error_report

  Report a problem with Fless tools or data so we can fix it. Include: the tool you called, the error code from the error contract if present, what happened vs what you expected. Do NOT include personal data.

  shallow

Embed this server’s score

Tool count and median score across every tool in this server’s corpus — honest in a way a single cherry-picked tool’s badge wouldn’t be.

[![Vouch score](https://vouch.tools/api/servers/d79131e9-b5c4-4b51-80bd-1d3dcf4be555/badge.svg)](https://vouch.tools/servers/d79131e9-b5c4-4b51-80bd-1d3dcf4be555)