Model Context Protocol

The Relm MCP server

Give your AI agent 44 tools for commercial real estate: search any US property, run a multi-agent Intel Report, build 10-year pro-formas, and read your portfolios — every finding traceable to a source.

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https://api.relm.ai/mcp/

Connect in three steps

Start a Relm subscription and create an API key in Settings → Developer.
Add the server to your MCP client, authenticating with your key — pick your client for the exact config shape:

{
  "mcpServers": {
    "relm": {
      "url": "https://api.relm.ai/mcp/",
      "headers": { "Authorization": "Bearer relm_sk_..." }
    }
  }
}

Settings → MCP → Add server, or ~/.cursor/mcp.json

Start prompting — your agent can now use the tools below.

44 tools for deal analysis

Read-only tools work with a read key; a full key adds the ones that trigger runs and edits.

Search & preview

Find properties and pull instant preview data.

search_properties
Search your properties, portfolios, and uploaded documents by address, name, or keywords.
preview_property
Fetch preview data (basic info, taxes, area stats) for a US address. Required before adding it to a portfolio.
get_preview_progress
Check real-time progress of an in-flight preview.

Property records

Raw public-record data for any US address — no portfolio required. Use the full record when you want everything, or a single slice when you only need one group of fields.

get_property_records
The complete public record for an address: ownership, transactions, prices, tax, listing, building, and commercial financials in one payload. Set paginate for large towers that return one record per unit.
get_property_ownership
Ownership slice: owners, companies, management, absentee vs owner-occupied, trust description.
get_property_transactions
Transaction slice: deed and mortgage history with buyer, seller, lender, loan amount and term, plus involuntary liens and judgements.
get_property_prices
Price slice: list, sold, and estimated prices, rental prices, fees, deposits, and payment types.
get_property_tax_assessments
Tax slice: assessed values, property taxes, exemptions, parcel numbers, zoning, county and municipality, census and CBSA codes.
get_property_listing
Listing slice: broker and MLS data, days on market, and status or vacancy history.
get_property_building
Building slice: property type, year built, sizes, rooms, features, systems such as HVAC and roof, parking, permits, and geo.
get_commercial_financials
Commercial slice: cap rate, NOI, effective and gross income, operating expenses, pro-forma NOI, rentable area, tenancy, major tenants, and lease type. Sparse for residential parcels.

Property data

Read the researched property document — every Intel Report section, or one section at a time.

get_property
The full researched property document — every Intel Report section: basic info, units, comps, taxes, POIs, area stats, summary, financials, market analysis, cap-rate research, media, and neighborhood news.
get_property_section
Read one Intel Report section: basic_info, taxes, comps, units, summary, area_stats, pois, market, neighborhood_news, or cap_rate_research. Use get_proforma for financials.

Public records

Read public records directly — NYC building records, rent registration, hazard and environmental screens, geography, parcels, and tenant credit. No credits. Each source block reports its own status; "timeout" or "error" means it could not be checked, never that nothing was found.

get_nyc_building_records
Public records for one NYC tax lot: lot facts, deeds, violations, permits, building filings (including certificates of occupancy), hearings, liens, sales, and energy benchmarking. Omit datasets for a default set, or pass ["all"].
get_ny_rent_registration
Whether a New York building is registered as rent-regulated. Building-level only — no unit count.
get_environmental_sites
Regulated facilities near a point, plus remediation sites in New York.
get_hazard_screen
Flood zone, seismic, wildfire, and subsidence screen at a point. "error" means not screened, never low risk.
geocode_address
A US street address to its matched address and coordinates — never a guessed nearby point.
get_county
County identity and boundary metadata for a 5-digit county FIPS code.
get_parcel
Parcel attributes from the county’s own GIS. Covered counties only; others say "not covered yet".
get_wetlands
Mapped wetland features, or just their count, inside a bounding box.
get_protected_land
Whether a point is inside protected land, and who manages it.
get_tenant_credit
Public-company filing lookup for a tenant or guarantor name.
get_street_view_availability
Whether street-level imagery exists at a point, and when it was captured.

Portfolios

Organize properties into portfolios.

list_portfolios
List every portfolio with its id, name, and property count.
create_portfolio
Create a new portfolio.
list_portfolio_properties
List the properties in a portfolio (id, address, status).
add_to_portfolio
Add a previewed address to a portfolio; returns the new property_id.
remove_from_portfolio
Remove a property from a portfolio.

Intel Report

Run and monitor multi-agent property research.

start_deep_search
Start a full Intel Report run — basics, units, comps, taxes, POIs, area stats, and a summary. Charged when it completes, by the data and AI work it delivered — about 150 credits for a typical full analysis.
get_deep_search_status
Per-section status plus a rollup (processing / complete / error / stopped) for a run.
get_run_steps
A run's live activity trace; pass the cursor back to fetch only new steps.

Pro forma

Build, read, edit, and export the financial model.

start_proforma
Start the 10-year financial pro-forma run. Requires an active subscription.
get_proforma
Read the pro forma: Year-1 summary, 10-year projections, and line items.
edit_proforma_field
Edit one pro-forma line item and save — pass ten_year_values for the full series, or year1_value with an optional annual_growth_rate to project the rest. excluded: true takes an expense row out of the totals (it counts as 0 and keeps its values); false puts it back.
export_proforma
Export the pro forma as xlsx, pdf, or json (temporary download URL).

Documents

Attach, index, and semantically search deal documents.

upload_document
Attach a document to a property from a public URL or inline content. Pass index=true to kick off vector indexing immediately (returns an upload_id to poll).
index_document
Start (or restart) vector indexing for an already-attached document so it becomes searchable/citable. Returns an upload_id to poll.
get_document_indexing_status
Poll vector-indexing progress for an upload_id: pending, in_progress, complete, or failed.
search_documents
Semantic (vector) search across your uploaded documents. Scope to one property, one portfolio, or search the whole org to find similar content anywhere.

Chats

Read your Relm AI chats and their transcripts.

list_chats
List your chats — your org's shared 'edit' chats plus your private 'research' chats — newest first. Filter by portfolio, property, or type.
get_chat_messages
Read a chat transcript, paginated by message index. Only chats you can see are readable.

Account

Inspect the key and its wallet.

get_credits
The credit wallet: balance, plan, and whether new runs can start.
get_me
Identify the API key: user, org, role, and scope.

Keys are scoped and revocable, calls are rate limited and isolated to your organization, and every research finding is traceable to its source. Your data is never used to train models without your consent.

Put a real estate analyst in your agent

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