Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Historical geography for AI agents: polities, GeoJSON borders, chains & events, 4500 BCE-today
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Pick the AI app you use, then copy the settings.
ATLASPI_API_URLYou need
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"atlaspi": {
"command": "uvx",
"args": [
"atlaspi-mcp"
],
"env": {
"ATLASPI_API_URL": "your-value"
}
}
}
}Run this in your terminal
claude mcp add atlaspi --env ATLASPI_API_URL=your-value -- uvx atlaspi-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"atlaspi": {
"command": "uvx",
"args": [
"atlaspi-mcp"
],
"env": {
"ATLASPI_API_URL": "your-value"
}
}
}
}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.
Paste into .vscode/mcp.json in your project
{
"servers": {
"atlaspi": {
"type": "stdio",
"command": "uvx",
"args": [
"atlaspi-mcp"
],
"env": {
"ATLASPI_API_URL": "your-value"
}
}
}
}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.
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ATLASPI_API_URL envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
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
The registry name was verified with the GitHub account Soil911, which owns the repo
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This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
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It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.10.2) reached the registry 4 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, Foliosio
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MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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🌍 AtlasPI
The structured historical geographic database built for AI agents.
Query any empire, kingdom, or territory from 4500 BCE to 2024 — with coordinates,
boundaries, confidence scores, and 2,000+ academic sources.
✅ Free · No API key · No registration · Apache 2.0 · CORS-enabled
curl https://atlaspi.it/v1/snapshot/year/1250
Live: atlaspi.it · API Docs · Map App · MCP Server
AI agents working with historical geography today face a fragmented landscape: raw shapefiles in Natural Earth, unstructured text in Wikipedia, scattered coordinates in Wikidata, and academic datasets locked behind incompatible formats. None of these were designed for machine consumption.
AtlasPI bridges this gap. It provides a single, structured REST API where an AI agent can ask *"What territories existed in the Balkans in 1400?"* or *"Show me the boundary changes of the Ottoman Empire"* and get back clean JSON with GeoJSON boundaries, confidence scores, academic citations, and honest metadata about what is certain and what is disputed.
Historical data is never neutral. Borders were drawn through conquest, names were imposed through colonization, populations were erased through genocide. AtlasPI does not sanitize this complexity -- it structures it, documents it, and makes it queryable.
The web UI supports keyboard shortcuts, deep linking (/app?year=1000), continent filtering, time playback animation, dark/light mode, and full i18n (English/Italian). Try it live at [atlaspi.it](https://atlaspi.it/app).
# Clone the repository
git clone https://github.com/Soil911/AtlasPI.git cd AtlasPI
pip install -r requirements.txt
python run.py
The API is now live at http://localhost:10100 and the interactive docs at http://localhost:10100/docs.
docker compose up --build
AtlasPI exposes 23 REST endpoints under /v1/. Full interactive documentation is available at /docs (Swagger UI) and /redoc when the server is running.
| Method | Endpoint | Description |
|---|---|---|
GET | /v1/entity | Query entities with filters (name, year, status, type) |
GET | /v1/entities | Paginated list of all entities |
GET | /v1/entities/{id} | Full detail for a single entity |
GET | /v1/search?q= | Autocomplete search |
GET | /v1/types | List available entity types |
GET | /v1/stats | Dataset statistics |
GET | /v1/continents | Available continent/region filters |
GET | /v1/random | Random entity (with optional type/year/status/continent filters) |
GET | /v1/aggregation | Aggregate stats by century, type, continent, status |
GET | /v1/nearby?lat=&lon= | Find entities near coordinates (with distance) |
GET | /v1/snapshot/{year} | World state at a given year (summary + entities) |
GET | /v1/compare/{id1}/{id2} | Structured comparison of two entities |
GET | /v1/compare?ids=1,2,3 | Multi-entity comparison (2-4) with events, chains, overlap |
GET | /v1/entities/{id}/contemporaries | Entities with overlapping time periods |
GET | /v1/entities/{id}/related | Related entities by type or region |
GET | /v1/entities/{id}/evolution | Full chronological evolution of an entity |
GET | /v1/export/geojson | Export as GeoJSON FeatureCollection |
GET | /v1/export/csv | Export as CSV |
GET | /v1/export/timeline | Export timeline data |
GET | /health | Service health check |
GET | /embed | Embeddable map view for iframes |
GET | /compare | Interactive entity comparison page |
Search for empires active in 1500 CE:
curl "http://localhost:10100/v1/entity?type=empire&year=1500"
Get full details for entity #12:
curl "http://localhost:10100/v1/entities/12"
Find entities contemporary to the Roman Empire:
curl "http://localhost:10100/v1/entities/1/contemporaries"
Export all entities as GeoJSON:
curl "http://localhost:10100/v1/export/geojson" -o atlas.geojson
Find entities near Rome active in 100 CE:
curl "http://localhost:10100/v1/nearby?lat=41.9&lon=12.5&year=100&radius=500"
Snapshot of the world in 1500 CE:
curl "http://localhost:10100/v1/snapshot/1500" | jq '.summary'
Compare two entities side by side:
curl "http://localhost:10100/v1/compare/1/5"
{
"id": 1, "name": "Imperium Romanum", "name_variants": [ {"name": "Roman Empire", "language": "en"}, {"name": "Imperio Romano", "language": "es"} ], "entity_type": "empire", "year_start": -753, "year_end": 476, "status": "confirmed", "confidence_score": 0.95, "capital": {"name": "Roma", "lat": 41.9028, "lon": 12.4964}, "territory_changes": [...], "sources": [ {"citation": "...", "source_type": "academic"} ] }
How this data is curated — disclosure and correction (2026-07-23)
Curation of non-boundary records (entities, events, cities, rulers, routes, sites) is AI-assisted: LLM research agents propose metadata and candidate citations, an adversarial verification step rejects citations that do not exist or do not support the claim, and the maintainer supervises the pipeline. Records are not systematically reviewed by professional historians. Until the human citation audit (protocol) is published, treat citations as machine-verified, not human-audited. Earlier versions of this documentation said the dataset was "hand-curated" — that wording was inaccurate and has been retired. Full details: METHODOLOGY §2.4 · ETHICS-028 (EN).
1,006 historical entities + 643 historical events spanning 6,500 years of human civilization, backed by 5,000+ academic sources and documenting 2,000+ territory changes. Plus 1,249 archaeological sites, 105 historical rulers, 29 historical languages, 104 dynasty chains, 41 trade routes, 252 historical cities, and 55 historical periods. Events include battles, treaties, epidemics, genocides, colonial violence, massacres, deportations and natural disasters — with ETHICS-007 (no euphemisms) and ETHICS-008 (known_silence flag for erased/suppressed records).
| Region | Entities | Examples |
|---|---|---|
| Asia | 195 | Mongol Empire, Qin/Han/Tang/Song/Ming, Tokugawa, Mughal, Khmer, Three Kingdoms |
| Europe | 104 | Roman Empire, Byzantine, Kyivan Rus', Hanseatic League, Crusader states, Prussia |
| Americas | 85 | Tawantinsuyu (Inca), Aztec, Maya, Haudenosaunee, Empire of Brazil, Taino |
| Africa | 78 | Mali, Songhai, Kingdom of Kongo, Great Zimbabwe, Aksum, Zulu, Buganda |
| Middle East | 70 | Achaemenid, Ottoman, Abbasid Caliphate, Rashidun, Kingdom of Jerusalem |
| Oceania & Pacific | 8 | Aboriginal nations, Maori iwi, Kingdom of Tonga, Hawaiian Kingdom |
15 categories: empire | kingdom | republic | confederation | city-state | dynasty | colony | disputed_territory | sultanate | khanate | principality | duchy | caliphate | federation | city
-753 = 753 BCE)If you use AtlasPI in research, teaching, or derivative datasets, please cite the project using the Zenodo concept DOI below. The concept DOI always resolves to the latest release — individual versions get their own per-release DOIs on top.
@software{atlaspi_2026,
author = {{AtlasPI Project}}, title = {AtlasPI: A structured historical geographic database for AI agents}, version = {6.13.0}, year = {2026}, doi = {10.5281/zenodo.19581784}, url = {https://doi.org/10.5281/zenodo.19581784} }
AtlasPI Project (2026). *AtlasPI: A structured historical geographic database for AI agents*, version 6.14.0. Zenodo. https://doi.org/10.5281/zenodo.19581784
Historical data carries the weight of conquest, displacement, and erasure. AtlasPI is built on four principles that govern every data decision:
Historical records include conquest, genocide, forced deportation, and cultural erasure. These facts are represented with precision, never sanitized. If a territory was seized by force, the acquisition_method field says so. If a population was decimated, the data shows it with sources. If a geographic name was imposed by erasing the original, both names are present.
Contested borders show all known versions, with dates and sources. Place names include the original local form alongside names in other relevant languages. Academic disputes are made explicit, not resolved by fiat. The database does not arbitrate history -- it documents it.
Every recor
Only the beginning is shown; read the rest in the repo