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Glama

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
ADDRESSINTEL_API_KEYNoAPI key for AddressIntel. Without a key the server uses the public demo tier: 10 requests/minute, 5 rows per call. Grab a free key at https://addressintel.co/developers for 30/min and 25 rows; the key is emailed to the address you enter.demo
ADDRESSINTEL_API_BASENoBase URL for the AddressIntel API. Point at a local dev server (http://localhost:3000/api) when working on the API.https://addressintel.co/api

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
search_permitsA

Search issued building permits across the SF Peninsula and adjacent Silicon Valley cities. Filter by city, keyword (address, project type, scope description, contractor, architect or permit number) and minimum valuation. Use this to find what construction has actually been permitted at an address or in a city.

list_sb9_inventoryA

List active listings that are eligible for an SB 9 lot split or duplex conversion, with the per-parcel block reasons where they are not. California-only; this is a parcel-level buildability read, not a generic lead list.

list_adu_leadsA

List parcels ranked by ADU (accessory dwelling unit) feasibility, including estimated max units, buildable square footage and the lot geometry behind the score.

list_redevelopment_leadsA

List underbuilt parcels: small, older homes using a low share of their allowable building envelope on sizable lots. Ranked by redevelopment score, with the FAR headroom that produced it.

list_market_signalsA

Search for high-signal real estate investment opportunities (teardowns, flips). Use this to find properties before diving into specific details.

get_property_intelligenceA

Get detailed AI intelligence for a specific property. Returns teardown probabilities, flippability scores, comparable sales, and a developerROI field. Takes an id from list_market_signals. Treat developerROI as an AI screening estimate for ranking only, not as underwriting: it is a model output rather than arithmetic, and it disagrees materially with a build-to-zoning proforma on much of the inventory. Do not quote it as an expected return.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

A4/5.0

Scored across 6 tools

Disambiguation4/5

Most tools have clearly distinct purposes: search_permits is unique, and the four list_* tools each target different criteria (SB9, ADU, redevelopment, market signals). However, list_redevelopment_leads and list_market_signals could overlap in identifying teardowns, and all list tools produce property leads, so there is minor potential for confusion.

Naming Consistency4/5

Tool names follow a verb_noun pattern with snake_case, which is consistent. The primary deviation is the verb set: search, list (four times), and get. This is a minor inconsistency because most tools use 'list' but search_permits and get_property_intelligence use different verbs.

Tool Count5/5

Six tools is well within the ideal 3-15 range. Each tool serves a distinct function in the real estate lead generation domain, and the count feels neither bloated nor sparse.

Completeness4/5

The core workflow is covered: search permits, generate multiple types of leads, and get detailed intelligence—though get_property_intelligence only takes ids from list_market_signals, leaving other lead lists without a deep-dive follow-up. Minor gaps like no general address lookup or update/delete operations are acceptable for a read-only intel server.

Maintenance

ActivityMaintained
ResponsivenessNo issues