Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
Historical geography for AI agents: polities, GeoJSON borders, chains & events, 4500 BCE-today
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
ATLASPI_API_URLNecesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Abre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json
{
"mcpServers": {
"atlaspi": {
"command": "uvx",
"args": [
"atlaspi-mcp"
],
"env": {
"ATLASPI_API_URL": "your-value"
}
}
}
}Ejecuta esto en tu terminal
claude mcp add atlaspi --env ATLASPI_API_URL=your-value -- uvx atlaspi-mcpCompleta los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"atlaspi": {
"command": "uvx",
"args": [
"atlaspi-mcp"
],
"env": {
"ATLASPI_API_URL": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"atlaspi": {
"type": "stdio",
"command": "uvx",
"args": [
"atlaspi-mcp"
],
"env": {
"ATLASPI_API_URL": "your-value"
}
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Este se ejecuta en tu computadora, y ChatGPT solo puede conectarse a servidores en internet. Elige otra app.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
ATLASPI_API_URL envEsta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 7 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub Soil911, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Este se ejecuta en tu computadora; no hay endpoint en internet
Se ejecuta en tu computadora y usa ajustes locales en su lugar
Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 1 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
El registro no indica ninguna clave obligatoria, aunque algunos servidores te piden iniciar sesión la primera vez que los usas.
Se ejecuta en tu computadora. Tu app de IA lo inicia cuando hace falta, y los datos no pasan por los servidores del creador (a menos que el propio servidor llame a un servicio en línea).
El repo de GitHub cambió por última vez –, y la última versión (0.10.2) llegó al registro hace 4 meses.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Python (uv) en tu computadora.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, Verbaly
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
i18n for coding agents: extract, check and translate an app's text, with drafts a person approves
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
🌍 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
Solo se muestra el principio; lee el resto en el repo