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A little curiosity. A world of open source.
THE FIRST COLLECTIONDataPulse is an open, read-only trust and verification layer for Malaysian public data. It repeatedly probes 418 official datasets, publishes machine-readable evidence on freshness, licence, schema and provenance, and exposes the catalogue to AI agents through a 19-tool read-only MCP server.
Faker is a Python package used to generate synthetic data for database bootstrapping, stress testing, and data anonymization.
Label Studio is an open-source, multi-type data labeling tool supporting audio, text, images, video, and time series with a simple UI and export to various model formats.
Antiserum is a local, open-source CLI scanner for text training data that flags possible planted poison such as trigger n-grams, label flips, duplicate injects, paraphrase overweight, hidden Unicode, instruction overrides, and known signature matches. It runs offline, writes deterministic receipts, supports CI/SARIF, and lets users confirm findings and contribute public signatures.
PASO is a production-grade, real-time communication platform featuring AI moderation, voice/video calling, and scalable Socket.IO infrastructure. It combines messaging, AI features, and administrative controls.
An MCP server designed to teach AI musicality through piano and guitar. It features 120 annotated songs, six sound engines, a browser-based composition cockpit, and a public dataset of tool-use traces.
This project provides a large-scale Chinese NLP corpus with millions of high-quality entries, including Wikipedia, news, Q&A, and translation datasets, to support model pretraining and various NLP tasks.
A curated directory of free public APIs, organized by category and updated by a large community, helping developers find available endpoints for their projects.
