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Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
RESILLAND_API_KEYYesYour RESILAND API key (get from https://resilland.com/settings/api-keys)
RESILLAND_BASE_URLNoBase URL for self-hosted backend (default: http://localhost:8000)http://localhost:8000

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
{
  "listChanged": true
}
logging
{}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
extensions
{
  "io.modelcontextprotocol/ui": {}
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
get_balanceA

Return the current API key's quota state, totals, and scopes.

list_modelsA

List available LLM + embedding models and supported locales/countries.

list_parcelsC

List cadastral forest parcels.

get_parcelA

Fetch full detail for a single parcel by integer id: cadastral attributes, geometry, centroid, nearest nurseries, and cached OSM infrastructure proximity (nearest road / settlement / water body).

list_nurseriesA

List forestry nurseries across the RESILAND region.

get_nurseryA

Fetch full detail for a single nursery by UUID.

analyze_areaA

Build a structured spatial context for this area. Returns a JSON payload containing:

  • subject (parcel / nursery / drawn polygon)

  • cadastral attributes

  • up to 5 nearest-neighbor parcels

  • up to 5 nearest nurseries with distance (km)

  • 12-month NDVI history (if cached)

  • country-level climate snapshot (ERA5 / CHIRPS / SPI / FWI)

  • OSM infrastructure proximity (road / settlement / water)

  • species fit scores from the curated Central Asia catalog

  • top-K semantic Phase 4 / handbook chunks (pgvector RAG)

Exactly one of parcel_id | cadastral_number | nursery_id | geojson must be provided. query focuses the RAG retrieval (e.g. "drought tolerant halophytes"). depth is shallow | standard | deep.

Locales: en | tr | ru | uz.

generate_feasibility_reportA

Generate a full Phase 4-style feasibility report with Opus 4.7.

Returns markdown body, source citations (with pgvector similarity), token usage, and cost in USD. Typical output is 1,800-2,500 words across 10 standard sections (Executive Summary, Site Context, Ecological Assessment, Species Plan, Nursery Linkages, Risks, Monitoring Plan, Timeline, Budget indication, Sources).

Exactly one area-reference parameter is required. locale: en | tr | ru | uz.

translate_briefB

Translate forestry / policy text across the four supported languages (Sonnet 4.6, markdown-preserving).

get_stats_overviewA

Live platform KPIs straight from the production DB.

Returns 8 counters (documents, pgvector chunks, avg chunk tokens, NDVI rasters, Sentinel scenes, active data sources, total area hectares, cadastral parcels, nurseries, finalised reports), plus a data-sources panel, per-country coverage (UZB/KAZ/KGZ/TJK/TKM/ TUR), and a recent ingestion activity feed.

Same payload the resilland.com /stats dashboard renders.

get_stats_summaryA

Viewport-scoped stats — counts parcels, total area, distinct viloyats (provinces) and nurseries inside a bbox.

Pass all 4 bbox params together for a filtered read; pass none to get global totals. Tuple order: [west, south, east, north] in EPSG:4326.

list_reportsA

List feasibility reports owned by this API key's user.

get_reportA

Full report detail by UUID:

  • body_markdown (concatenated sections)

  • sections[]: timeline of every section_key with versions

  • siblings[]: other-language variants in the same analysis group

  • shares[]: active / expired share links

  • pdf_available_langs: which languages can produce a PDF

  • extra_metadata.verdict + context_snapshot when present (populated on reports generated after 2026-04-24; older reports fall back to section markdowns only).

translate_reportA

Translate an existing report to another language — creates a SIBLING in the same analysis_group. Runs as a background task so this tool returns in <1 s with the sibling as status='draft'.

Poll get_report(sibling_id) until status flips to 'final' (~30–90 s on Sonnet 4.6 depending on length).

create_report_share_linkA

Mint a 7-day public share link for a report. The returned URL is readable without authentication — safe to paste into Slack, e-mail, or a chat. Returns {id, token, share_url, expires_at, download_count, is_expired}.

get_report_pdf_urlA

Generate a 7-day public URL that downloads the report as PDF.

Equivalent to create_report_share_link + the public PDF route, but packaged into one call. MCP-friendly: returns a plain URL that Claude or any HTTP client can fetch — no binary streaming.

Prompts

Interactive templates invoked by user choice

NameDescription
restoration_briefProduce a structured restoration recommendation for a given area.
report_center_workflowEnd-to-end Report Center workflow — generate, translate and share a Phase 4-style feasibility report for an area in one go.
species_matchmakerRecommend tree / shrub species for a given set of site conditions, grounded in the RESILAND curated species catalog.

Resources

Contextual data attached and managed by the client

NameDescription
infoServer capabilities, version, and runtime config. Useful as a first call to confirm connectivity.
nurseries_resourceFull nurseries collection across the RESILAND region as GeoJSON-like.
stats_overview_resourceLive platform KPIs: documents, chunks, NDVI rasters, parcels, area, sources.
reports_list_resourceReports owned by the API-key user (final status, newest first, 50 rows).

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