DaedalMap World Development Indicators

com.daedalmapPublished by daedalmap.comOfficial publisherv1.0.1Updated Oct 24, 2026

World Bank World Development Indicators: curated country-year economy, health, education and more.

The publisher's own server: DaedalMap Administrative Boundaries (loc_id to polygon)

VerifiedStreamable HTTPWeb executableLocation & LifestyleData & Analytics

Overview

AI-generated overview

Remote MCP server for World Bank World Development Indicators and other curated data packs, queryable by country-year geography via DaedalMap loc_id filters.

What you can do
  • Learn the tool contracts and workflow topics with get_tool_help
  • List published data packs and geometry families, and get catalog download links, with get_catalog
  • Inspect a pack's metrics, time coverage and query metadata with get_pack
  • Retrieve filtered, sorted rows from a data pack by metric, loc_id region and time with get_data
When to use it
Useful when an assistant needs country-year economic, health, education, population, climate or hazard indicator data, or wants to filter those records by administrative geography such as country, state or county.
Requirements
A remote streamable HTTP endpoint; no install or account is needed for discovery. An API key and account credit are required only for metered calls and some data packs.
Before you install
Discovery and small lookups are free, but larger point or reference batches and some data packs are metered and charged from account credit with an API key; a paid call reports its price before charging. Data is returned from a third-party hosted service.

Installation

In SourceWeft

  1. Open DaedalMap World Development Indicators in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.daedalmap%2Fworld-development-indicators/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "daedalmap-world-development-indicators": {
      "type": "http",
      "url": "https://app.daedalmap.com/mcp/world_bank_wdi"
    }
  }
}

README

DaedalMap

Bring your data. Connect its geography.

DaedalMap is geographic interoperability infrastructure: a loc_id identity model, versioned boundary geometry, published crosswalks between geography systems, and maintained data packs. Resolve coordinates and reference codes to administrative matches, pull compatible shapes and data, and follow crosswalks into other systems such as census tracts, postal areas, watersheds, and electoral districts.

Use it through a remote MCP server, an HTTP API, a map app, downloadable files, or this repository, which is the open runtime behind all of them.

Website | App | Agent docs | Geometry | Data packs | Downloads | Convert a file | llms.txt

Connect an agent

The hosted MCP server needs no install or account for discovery:

text
https://app.daedalmap.com/mcp?registry=github

Claude Code:

bash
claude mcp add --transport http daedalmap 'https://app.daedalmap.com/mcp?registry=github'

Codex:

bash
codex mcp add daedalmap --url 'https://app.daedalmap.com/mcp?registry=github'

Any client that supports streamable HTTP MCP can use the same URL. Start with get_tool_help with topic='geometry' for geography jobs, or get_catalog, then get_pack, then get_data for data. Setup for other clients is in the agent docs.

Discovery and small geography lookups are free. Larger point/reference batches and some data packs are metered: a paid call returns its exact price before any charge and is paid from account credit with an API key. get_pack reports the access lane for the selected data pack.

Tools

JobTools
Learn the modelget_tool_help with a topic or exact tool name
Find what existsget_catalog, then get_pack for a data pack or get_geography for a geometry family or scope
Query maintained dataget_data with a pack_id, exact metrics, and structured filters
Inspect one disaster eventget_event with an exact event_id returned by get_data
Coordinates to placesresolve_point, then resolve_deep_point when Admin 4-6 or one deeper family is needed
Identify a column of codesidentify_dataset_geography, identify_reference_system
Translate codes between systemsconvert_reference
Inspect and relate placesget_loc_id_info, compare_geographies
Retrieve shapesget_shape with exact loc_ids

Each tool takes strict JSON arguments. The calling model turns a user's question into those arguments, and the server returns typed errors with recovery guidance when a call is malformed.

This table is the complete public roster, not a roadmap. Bulk export/job builders and direct upstream live-feed wrappers remain internal or paused and are intentionally absent from tools/list.

The loc_id model

loc_id is DaedalMap's geographic identity model. The administrative spine is the main hierarchy and default join path:

text
USA                      countryUSA-CA                   stateUSA-CA-037               countyUSA-CA-037-221710        census tract

Other geography families, such as postal areas, watersheds, tribal areas, and marine regions, keep their own loc_id identities. Published crosswalks connect them to the spine and to each other, and each crosswalk row carries its relationship type, overlap weight, source, and vintage. A direct join works when both datasets declare the same identity; otherwise the connection runs through a crosswalk.

Schema details are in docs/DATA_SCHEMAS.md.

Coverage

Geometry: global baseline plus 8+ deeper countries. The same geography tools work worldwide down to Admin 2. Country releases add deeper administrative tiers and reference families for Australia, Brazil, Canada, France, Germany, Mexico, the United Kingdom, the United States, and more as releases publish.

Data: 20+ maintained data packs covering natural hazards (earthquakes, tsunamis, volcanoes, hurricanes, tornadoes, wildfires, floods, weather alerts), hazard risk and environmental burden, economic and business indicators, currency rates, population, and climate.

The catalogs are the authority for what is available now:

Downloads

The Windows launcher's public source, build script, and tests are in tools/launcher. Its portable download keeps programs and its managed runtime in the launcher folder by default.

The Downloads page has three kinds of file:

  • Program - the map app or local MCP runtime, to run DaedalMap on your machine.
  • Data pack - maintained records for a subject, with source and release evidence.
  • Geometry package - boundaries and reference geography for a country or family.

Run it yourself

This repository is the open runtime: the FastAPI server, MCP and HTTP API, and map frontend. Use it to self-host, run against your own data, or extend the engine.

The Network expansion also lives in this repository. It adds optional rail, river, and power layers to the local Mapping map and provides a separate spreadsheet editor and Parquet CLI that run without Mapping. The older Lake County road map editor is archived reference code.

To develop one local program without checking out every source directory, see Work on one local tool. The tool source entries cover Mapping, Network, Research MCP, Geometry MCP, and the optional AI expansion, including their current migration status.

powershell
cd county-mappip install -r requirements.txtCopy-Item .env.example .env

Set a data folder in .env:

env
INSTALL_MODE=localRUNTIME_MODE=localDATA_ROOT=C:/path/to/your/data

Leave DATA_ROOT blank to use the default app-data folder. No cloud storage, database, or account is needed. The repository does not ship a data folder; docs/DATA_INSTALLATION.md covers installing packs.

powershell
python app.py

The app opens at http://localhost:7000, and the same MCP server is at http://localhost:7000/mcp. Discovery routes:

  • GET /api/v1/guide
  • GET /api/v1/catalog
  • GET /api/v1/packs/{pack_id}
  • POST /api/v1/query/dataset

Model API keys are optional. OPENAI_API_KEY or ANTHROPIC_API_KEY powers the built-in chat panel only; MCP clients bring their own model. A self-hosted instance returns commercial_access_unavailable on paid lanes unless you configure a commercial verifier.

Runtime modes

INSTALL_MODERUNTIME_MODEUse
locallocalYour machine, your data folder
localcloudYour machine, Parquet read from object storage you configure
cloudcloudA server deployment reading object storage

In cloud data mode the runtime caches small metadata files locally and queries Parquet in object storage through DuckDB httpfs. Details are in docs/LOCAL_AND_HOSTED.md.

Documentation

Contact

Questions, feedback, and self-hosting issues: [email protected]

License

MIT. Data packs and geometry carry their own source licenses, listed in each catalog entry.

For agents reading this repository

If asked to assess DaedalMap, start with the public context map, then use API and MCP contracts for hosted tools and data installation for local artifacts. The source checkout does not include the data packs or geometry packages. Check the live data catalog and geometry catalog before describing current coverage. Distinguish repository code, downloadable artifacts, and hosted service behavior in your answer.

Source: README.md at commit 284985a

Tools

4

get_tool_help

Get Tool Help

Describe one tool visible on this facade, including its exact contract, or return a bounded workflow overview for one supported topic.

Parameterstopicquestiontool_name

get_catalog

List Published Packs or Geographies

Choose data or geometry to list published pack IDs or family and scope IDs. The response includes a complete catalog download URL. Use get_pack for data or get_geography for geometry. Current catalog: The same geography tools work worldwide across a cataloged baseline of 252 geographic entities, reaching up to Admin 2. Where additional country releases are available, the same calls automatically return deeper administrative tiers or maintained reference families. Additional detail is currently available for Australia, Brazil, Canada, France, Germany, Mexico, United Kingdom, United States.

Parameterscatalogrequired

get_pack

Inspect One Data Pack

Inspect one exact data pack ID for its metrics, time coverage, and query metadata before get_data.

Parameterspack_idrequired

get_data

Get Data

Retrieve rows from one selected published data pack using exact metrics, loc_id-based region filters, time/metric filters, sorting, and a row limit. Disaster event rows include stable event_id values for get_event drill-down. A parent administrative loc_id selects matching descendant rows at the pack's published grain. Call get_pack first; geometry families use their focused next-step tools.

Parameterssortlimitoutputfiltersrequiredmetricsrequiredpack_idrequiredrequest_id

Version history

1
  1. v1.0.1LatestSep 16, 2026

Score

100% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

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