Local City
FreeNot checkedA template and specification for building MCP servers that provide AI assistants access to official, public civic data about a metro area, including property re
About
A template and specification for building MCP servers that provide AI assistants access to official, public civic data about a metro area, including property records, permits, schools, and public safety information.
README
The home for the local-{city}-mcp family: the spec, the list of cities
built so far, and the template repo for building a new one — all in one
place.
local-{city}-mcp is an MCP server that gives an AI assistant plain-English
access to official, public, no-key data about one metro area — property
records, permits, civic data, schools, environment, public safety, and
(where the maintainer has the right) real estate listings.
Before you touch any code, read STANDARD.md. It's the spec: the hard rules, the tool contract, the testing bar, and the licensing pattern. Everything else here just tells you how to use the template mechanically; STANDARD.md tells you why it's built this way.
Reference implementation this was extracted from: local-austin-mcp (43 tools, live in production).
The list
| City | Repo | Tools | Maintainer | CI |
|---|---|---|---|---|
| Austin, TX | local-austin-mcp | 43 | Ed Neuhaus | CI |
| Dallas, TX | local-dallas-mcp | 3 | Ed Neuhaus | CI |
| Houston, TX | local-houston-mcp | 2 | Ed Neuhaus | CI |
| San Antonio, TX | local-san-antonio-mcp | 3 | Ed Neuhaus | CI |
(Your city not here yet? Build one below, then open a PR adding a row.)
Using one
Add to your Claude Desktop config (or any MCP client's config):
{
"mcpServers": {
"local-austin": {
"command": "npx",
"args": ["-y", "github:mindwear-capitian/local-austin-mcp"]
}
}
}
Swap the repo for whichever city you want from the table above.
Building a new one
Use this template — GitHub's "Use this template" button on this repo, or:
gh repo create local-{city}-mcp --template mindwear-capitian/local-city-mcp-templateThis copies everything in this repo, including this README's list table. Replace this whole README with your own city's (see step 5) — the table above is this repo's index, not part of your city's docs.
Replace every placeholder. Every file that needs per-city values uses bare
{{TOKEN}}markers (no leading$— deliberate, so they never collide with${{ }}GitHub Actions expression syntax in.github/workflows/ci.yml, which you should leave untouched). Find them all with:grep -rl '{{[A-Z_]*}}' --include='*.js' --include='*.json' --include='*.md' .Token Example Where it's used {{CITY}}DenverDisplay name, in prose {{CITY_SLUG}}denverTool prefix, package name, repo name {{CITY_SLUG_UPPER}}DENVEREnv var name ( LOCAL_DENVER_MCP_TIER){{MAINTAINER_NAME}}Jane DoeAttribution, package.json author {{MAINTAINER_URL}}https://janedoe.comAttribution, homepage {{GITHUB_USER}}janedoeRepo URLs {{DEFAULT_LAT}}/{{DEFAULT_LNG}}39.74,-104.99Default map center for the example NWS tool A one-shot sed pass works fine for a first pass — just review the diff before committing, since a couple of tokens (like
{{CITY}}inside prose sentences) are case-sensitive on purpose.Run it:
npm install npm start # runs the MCP over stdio npm test # unit tests npm run test:contract # boots the server, calls every tool via the real MCP layerBuild your first real tool. See CONTRIBUTING.md — copy
tools/environment/nws-alerts.js(works for any US city untouched once you fill in the placeholders) as your pattern reference, ortools/meta/about.jsfor the minimal shape.When it's real: replace this README with your city's own (tool table,
Sources of Truthtable, Architecture section — see local-austin-mcp's README for the shape once you have more than a couple of tools).Get listed: once
test:contractis green in CI and you meet STANDARD.md §2, open a PR against this repo adding one row to the table above. See CONTRIBUTING.md.
What's already built for you
| File | What it gives every tool for free |
|---|---|
lib/register.js |
Central registration: default MCP annotations, error→friendly-frame wrapping, structuredContent auto-promotion, tier gating |
lib/retry.js |
retryFetch() with jittered backoff + UpstreamError + LLM-friendly error text ("the MCP is fine, the upstream is having a problem") |
lib/request-context.js |
Propagates the MCP request's AbortSignal into every downstream fetch via AsyncLocalStorage, so client-side cancellation actually cancels in-flight calls |
lib/output-schemas.js |
Shared Zod shapes (searchShape, openObjectShape, etc.) for outputSchema |
lib/geocode.js |
U.S. Census geocoder — free, no key, works nationwide |
lib/soda.js |
Generic Socrata (SODA) open-data client — works against any city or state's Socrata portal, not just your own (proven: same client, zero changes, powers Austin's permits/311/crime data, the statewide TX TEA dataset, AND Dallas's 311) |
lib/arcgis.js |
Generic ArcGIS FeatureServer/MapServer client — many cities publish 311, GIS, and property layers this way when they aren't on Socrata (proven: powers Austin's county appraisal + FEMA flood tools AND San Antonio's 311) |
lib/semaphore.js |
Named per-source concurrency caps (withLimit) so a fan-out composed tool doesn't hammer one upstream |
lib/logger.js |
stderr + MCP logging-notification logger |
lib/tiers.js |
Optional core/all tool-tier gating for once you have 20+ tools |
tools/meta/about.js |
Minimal tool example + the required about capability tool |
tools/environment/nws-alerts.js |
A real, working example tool (National Weather Service alerts) — copy its shape |
test/mcp-all-tools.js |
The required contract test (STANDARD.md §6) |
.github/workflows/ci.yml |
Unit tests on Node 20 + 22 on every push. Skips cleanly (not a failure) when run against the raw, unfilled template. |
.github/workflows/contract.yml |
The live-upstream contract test, on a daily schedule + manual dispatch — deliberately NOT on every push (would make PRs flaky on third-party uptime). |
None of this is speculative — it's copied from a production server that
shipped 40+ tools. Read lib/register.js and lib/retry.js top-of-file
comments for the reasoning if you're wondering why a piece exists.
License
The template code (lib/, tools/, index.js, tests, CI) is Apache
License 2.0 (see LICENSE) — use it, fork it, build a commercial
product on it. Fill in NOTICE and TRADEMARK.md with your own name/marks
before you ship; the placeholders in those files are examples, not defaults
you inherit. This README's list-curation text is not separately licensed —
it's not code, do with it what you like.
Installing Local City
This server has no published package — it is built from source. Open the repository and follow its README.
▸ github.com/mindwear-capitian/local-city-mcp-templateFAQ
Is Local City MCP free?
Yes, Local City MCP is free — one-click install via Unyly at no cost.
Does Local City need an API key?
No, Local City runs without API keys or environment variables.
Is Local City hosted or self-hosted?
Self-hosted: the server runs locally on your machine via the install command above.
How do I install Local City in Claude Desktop, Claude Code or Cursor?
Open Local City on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.
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