ZBS Index What actually exists in applied AI, with the source next to it

mcp server

ground-motion

Measured ground motion per US address (NASA InSAR). Self-register, $0.40/report, misses free.

Description as published by the maintainer. Source

  • version 1.2.0
  • active

active — Most recent push to the repository was 2026-07-02.

What this server can do

9 functions, named and described by the server itself. Parameter names are shown because they say more about what a function does than its name usually does.

ask_inspector(address, question)
FREE follow-up Q&A with the SibFly Inspector about a report you ALREADY BOUGHT (buy via check_ground_motion first). Ask what the numbers mean for foundations, staleness, seasonal swings, etc. It answers only from the report's numbers (never invents), and won't give buy/walk-away advice. Per-account message allowance applies. Required: question, address.
buy_credits(method, amount_usd)
Get a machine-usable payment link to top up credits (requires your Bearer API key). method 'stripe' returns a card checkout_url; 'crypto' returns a BTC invoice_url + txn_id. Open/relay the URL to complete payment; credits land automatically afterwards — confirm with get_account. Required: amount_usd.
check_ground_motion(lat, lon, since, address, compact, dry_run, explain, max_age_days, min_confidence, require_significant)
Measured ground motion (sinking/uplift) for a US address or lat/lon, in mm/year AND in/year, from NASA OPERA Sentinel-1 InSAR. Costs $0.40 from your SibFly credits; out-of-coverage / too-stale / too-low-confidence / fuzzy-geocode return FREE. Use the gate params to avoid paying for data you'd reject. dry_run=true is a FREE coverage+cost preview.
check_portfolio(addresses, max_spend_usd)
Batch ground-motion for many US addresses in one call. Only covered addresses are billed ($0.40 each); misses and duplicate cells are free. If credits run out mid-batch the response status is 'insufficient_credits' and unbilled items are marked — top up (buy_credits) and retry them. Required: addresses.
get_account
FREE: your SibFly credit balance, price per report, reports remaining, and top-up URL.
get_coverage(lat, lon, address, addresses)
FREE pre-flight: is a US address/point covered, how stale is the data (data_age_days), and what a report would cost. Accepts ONE address/lat+lon, OR addresses[] (up to 1000, needs your Bearer key) to size a whole job before spending. Call this before spending.
get_motion_history(lat, lon, address, dry_run, to_date, from_date, max_age_days)
Multi-year cumulative motion history for an address. Pass from_date and to_date (YYYY-MM-DD) to get the movement between two dates. Costs $0.40 (misses free). dry_run=true is a FREE preview (points + dates + cost, no data); max_age_days returns free instead of billing for stale data.
get_usage(limit)
FREE: your recent billed calls (line-item ledger with request_id, endpoint, address, cost) so you can reconcile spend against reports.
register_agent(email, password)
FREE: create a new SibFly account and get an API key + free starter credits in ONE call — no human, no captcha, no card. Use this when you have no API key. SAVE the returned api_key and pass it as the Bearer token on later calls (MCP clients: set it as the Authorization header). Required: email.

Last successful function declaration observed on . Source: https://sibfly.com/mcp. We list what the server declared; we do not call any of these functions.

Endpoint status observed on . Source: https://sibfly.com/mcp.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 0 Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. cumulative, all time GitHub
Last commit 2026-07-02 Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. point in time GitHub
Open issues 0 Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. as of fetch GitHub
Latest published version 1.2.0 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-07-02 When the registry record was last updated by its maintainer. point in time Model Context Protocol
First listed in the MCP Registry 2026-07-02 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
repository status active The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. as of fetch GitHub
mcp tools declared 9 tools Number of functions the server itself declared when asked to list them. This is what the server offers an agent, not a measure of how well any of them work. as of probe sibfly.com
mcp endpoint status ok The server listed 9 functions when asked. as of probe sibfly.com

Where to get it

Related, by what their authors tagged them

These share tags the maintainers applied themselves, such as geospatial. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.

This is not a recommendation and not a test result. It is a map of what the authors said their work is about.

Also from james-sib

  • Verifly — last commit 2026-07-17
    Email verification for AI agents — verify, clean & validate emails; self-onboard + crypto pay

How the author describes it

Topics the maintainer set on GitHub: api, climate-risk, geospatial, ground-motion, insar, mcp, nasa-opera, real-estate, sentinel-1, subsidence.

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. james-sib/sibfly-api on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.
  3. Tools declared by the MCP server at https://sibfly.com/mcp — sibfly.com, observed , trust tier 1.