# BquantFinance/Administracion-fuentes-publicas > A catalog of Spanish public data sources: where datasets live, how to query them, what they return and their pitfalls, plus working client code and an MCP server for agents. - Magnitude: 4.3 out of 10 — Early signal - Stars: 68 total · +0 stars today, ≈ 55 by evening - Star trust: star growth looks organic - Category: Data & analytics · Language: Python · License: CC0-1.0 · Created: 2026-09-30 · Last push: 2026-10-01 - GitHub: https://github.com/BquantFinance/Administracion-fuentes-publicas · Page: https://gitnova.dev/en/r/BquantFinance/Administracion-fuentes-publicas ## Useful for - Run the MCP server so an agent can find a source via buscar and fetch its data through ficha or perfil_municipio. - Install the pip package and reuse existing clients from scripts to handle certificates and pagination out of the box. - Store historical records locally in Parquet when the upstream APIs do not allow arbitrary queries. ## Why it’s here - 0 stars so far today, about 55 expected by the end of the day. - The spike has held for 2 days in a row — not a one-off blip. - The repository is 2 days old and already has 68 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet. - Top new repositories this week: #171. ## Star trust Star growth looks organic. Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer. ## Numbers - Forks: 2 - Issues and pull requests: 5 - Watchers: 0 - Average over the last week: 41 per day - Usual pace: too little history (under two weeks) - Stars in the last hour (measured): 1 - Latest release: v0.5.0 (2026-10-01) ## Stars per day, last 6 days (oldest → newest, today is partial) 2026-09-27 … 2026-10-02: 0, 0, 0, 1, 68, 0 ## Spotted in now - Top new repositories this week: #171 ## More in this category 1. **beatrizalmeidaf/papero-pdf-text-extractor** — 6.1 · Early signal · Data & analytics · Python · +0 stars today, ≈ 106 by evening Open-source API and Python library for extracting PDF structure: reading order, tables, formulas, figures and block positions. Runs on CPU without ML models, files are never stored. Full card: https://gitnova.dev/en/r/beatrizalmeidaf/papero-pdf-text-extractor.md 2. **bilawalsidhu/gods-eye-view** — 3.9 · Steady · Data & analytics · JavaScript · +0 stars today, ≈ 324 by evening A browser-based spy-satellite simulator on a photorealistic 3D globe that unifies public feeds: aircraft, ships, satellites, earthquakes, cameras, and traffic. Runs locally, with each layer as a separate module. Full card: https://gitnova.dev/en/r/bilawalsidhu/gods-eye-view.md 3. **PostHog/posthog** — 2.5 · Steady · Data & analytics · Python · +0 stars today, ≈ 27 by evening Open-source product analytics platform: event analytics, session replay, feature flags, experiments, error tracking, logs, surveys, and AI observability. Built for teams that want to understand user behavior and ship changes safely. Full card: https://gitnova.dev/en/r/PostHog/posthog.md 4. **ClickHouse/ClickHouse** — 2.3 · Steady · Data & analytics · C++ · +0 stars today, ≈ 15 by evening ClickHouse is an open-source column-oriented DBMS for OLAP analytics that generates analytical reports over large data volumes in real time. It installs with a single curl command on Linux, macOS and FreeBSD. Full card: https://gitnova.dev/en/r/ClickHouse/ClickHouse.md 5. **elastic/elasticsearch** — 2.1 · Steady · Data & analytics · Java · +0 stars today, ≈ 15 by evening Distributed search and analytics engine with a REST API and vector search support. Used for full-text search, logs, metrics, APM, and RAG applications. Full card: https://gitnova.dev/en/r/elastic/elasticsearch.md --- Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast. Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself. Data as of 2026-10-02 02:22 UTC, updated every 30 minutes.