Spec Driven Development
by formulahendry
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Runs on your computer★ 440MITUpdated 14 months ago
Install
DaedalMap Wildfire Events
Overview
Description from the maker (original English)
Wildfire events and aggregates across global, U.S., and Canada sources. Paid via x402 USDC.
PopNx MCP’s three pillars
These three are never merged into one score: opinions, measurements and popularity are different things.
- User voiceiNo reviews yetReviews open together with accounts in a later step
- Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
- UsageiNot measured yet★ –
What you can do with it
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
- Connection: Runs in the cloud
- Transport: Streamable HTTP
- Category: Other
Install
Pick the AI app you use, then copy the settings.
Before you install
- Basic checks: 1 of 1 passed
- Runs on the maker’s server: what you ask it goes through their server.
- The registry lists no key to fill in.
You need
- Runs in the cloudNothing to install; it connects over the internet
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
- Open Settings → Connectors
- Press Add custom connector
- Paste the address below and press Add
- If it asks you to sign in, sign in with the maker
https://app.daedalmap.com/mcp/wildfiresRun this in your terminal
claude mcp add --transport http wildfires https://app.daedalmap.com/mcp/wildfiresOr copy the settings yourself
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"wildfires": {
"url": "https://app.daedalmap.com/mcp/wildfires"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Or copy the settings yourself
Paste into .vscode/mcp.json in your project
{
"servers": {
"wildfires": {
"type": "http",
"url": "https://app.daedalmap.com/mcp/wildfires"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
- Open ChatGPT on the web → Settings → Connectors (Apps)
- Press Create or Add (some plans need Developer mode under Advanced first)
- Paste the address below, give it a name and save
- If it asks you to sign in, sign in with the maker
https://app.daedalmap.com/mcp/wildfiresMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
What it can do
We have not read this server’s tool list yet; we check endpoints in rotation.
Basic checksi
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
- ✓ Pass
Maker matches the repo
The registry name was verified against the domain daedalmap.com (the registry checks domain ownership)
- … Not checked yet
Still maintained
We have not read this repo from GitHub yet
- … Not checked yet
Has a licence
We have not read this repo from GitHub yet
- … Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
- … Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
- … Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint
Compared with others in Otheri
- More stars than 0% of the other 32564 servers in this category
- Published to the registry more recently than 13% of the other 32564 servers in this category
- Basic checks equal to or better than 100% of the other 32564 servers in this category
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
Common questions
Is DaedalMap Wildfire Events safe?
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
What keys or codes does it need?
The registry does not list a required key, though some servers ask you to sign in on first use.
Does it run on my computer or in the cloud?
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
Is it still maintained?
The GitHub repo last changed –, and the latest version (1.0.1) reached the registry 5 months ago.
Which apps can use it?
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
What can I use instead?
In the same category: Spec Driven Development, Remote Desktop Commander, Tools MCP
Alternatives
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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Install
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Install
README from the maker
Open the README
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
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:
https://app.daedalmap.com/mcp?registry=githubClaude Code:
claude mcp add --transport http daedalmap 'https://app.daedalmap.com/mcp?registry=github'Codex:
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
| Job | Tools |
|---|---|
| Learn the model | get_tool_help with a topic or exact tool name |
| Find what exists | get_catalog, then get_pack for a data pack or get_geography for a geometry family or scope |
| Query maintained data | get_data with a pack_id, exact metrics, and structured filters |
| Inspect one disaster event | get_event with an exact event_id returned by get_data |
| Coordinates to places | resolve_point, then resolve_deep_point when Admin 4-6 or one deeper family is needed |
| Rectangular map view to places | resolve_bbox with four WGS84 corners returns ranked Global Admin 0-2 overlaps and percentages |
| Deeper map view lookup | resolve_deep_bbox with the same corners and a shallow loc_id compares one country's Admin 1-owned partition |
| Identify a column of codes | identify_dataset_geography, identify_reference_system |
| Translate codes between systems | convert_reference |
| Inspect and relate places | get_loc_id_info, compare_geographies |
| Retrieve shapes | get_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:
USA countryUSA-CA state USA-CA-037 county USA-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:
- Geometry: app.daedalmap.com/api/v1/geometry/catalog
- Data packs: app.daedalmap.com/api/v1/catalog
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.
cd county-mappip install -r requirements.txt Copy-Item .env.example .env
Set a data folder in .env:
INSTALL_MODE=localRUNTIME_MODE=local DATA_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.
python app.pyThe app opens at http://localhost:7000, and the same MCP server is at http://localhost:7000/mcp. Discovery routes:
GET /api/v1/guideGET /api/v1/catalogGET /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_MODE | RUNTIME_MODE | Use |
|---|---|---|
local | local | Your machine, your data folder |
local | cloud | Your machine, Parquet read from object storage you configure |
cloud | cloud | A 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
- docs/CONTEXT.md - technical router for the codebase
- docs/API_AND_MCP.md - HTTP routes and MCP surfaces
- docs/DATA_SCHEMAS.md - schemas and
loc_idconventions - docs/DATA_PREPARATION.md - convert and validate your own data
- docs/DATA_INSTALLATION.md - install data locally
- docs/PACK_AUTHORING.md - build research packs and corpora
- docs/RESEARCH_MCP.md - research with the hosted MCP
- docs/RUNTIME_MODES.md - Explore, Research, Ops, and Tutorial
- docs/SECURITY_AND_SELF_HOSTING.md - self-hosting securely
Contact
Questions, feedback, and self-hosting issues: support@daedalmap.com
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.