







Free online Open Graph checker and validator. Analyze, preview and optimize your website's meta tags for better social media sharing on Facebook, Twitter, LinkedIn. Generate OG code instantly.
Dev Discussion: Open Frames for Bluesky & AT Protocol · Zoom · Luma
Open Frames is an extension of Open Graph that makes link previews interactive. Open Graph https://ogp.me/ is widely used by websites to add extra meta data,…
Open Graph protocol
The Open Graph protocol enables any web page to become a rich object in a social graph.

NextGraph - Decentralized, encrypted and local-first platform and framework, towards the better internet we all deserve!
Features a social network, shared documents, productivity tools, an app store, and more! You can use NextGraph for free : resilient, secure, private and encrypted. You own your data and software! Developers can build new web3.0 local-first apps with our open source framework, based on open standards, with CRDTs, E2EE, Linked Data, JSON, Markdown...

Open-source tools needed for the future of decentralized moderation
A small list of various open-source software that needs to exist to power the future of Trust & Safety for decentralized social networking software.

Scimeto - Automated Manuscript Integrity Checker
Upload your academic manuscript and get instant analysis of citations, references, statistics, retractions, and more. 21 plugins, 9 citation styles, free for researchers.
Introducing GreenEarth
We're building advanced open source algorithms for social media

Tim Berners-Lee, Giant Global Graph (2007)
A new vision for the web where the users master their data and link them to everybody's benefit in a giant global graph.

Meta to Replace Widely Used Data Tool—and Largely Cut Off Reporter Access
CrowdTangle has been a source for some embarrassing articles about its Facebook and Instagram. The company says its replacement tool is only for academics and nonprofit researchers.
OME Project — open-metadata-exchange documentation
OME enables open educational resources to create, publish, and update their metadata on a peer-to-peer network. By solving authoring, publishing, and discovery issues, this network will provide broad visibility to current islands of OER information.
The Metacheck Manual
A guide to Metacheck, an R package providing a module based tool for checking scientific manuscripts and data repositories for best practices using text search, R code, and optional LLM queries.
the quintal is open
Introducing quintal: a collective blogging platform on atproto, no algorithm, no metrics, one axolotl mascot. The small internet I always wanted to live in.

Apps - Social Media Lab
As part of our work, the Lab develops public-facing information-integrity dashboards, along with research apps and tools, to support social science research on online participation and communities. Our apps and tools are used by thousands of students, educators and researchers worldwide each year. If you are interested in developing a custom version of any of […]

SciToolAgent: a knowledge-graph-driven scientific agent for multitool integration
Scientific research increasingly relies on specialized computational tools, yet effectively utilizing these tools requires substantial domain expertise. While large language models show promise in tool automation, they struggle to seamlessly integrate and orchestrate multiple tools for complex scientific workflows. Here we present SciToolAgent, a large language model-powered agent that automates hundreds of scientific tools across biology, chemistry and materials science. At its core, SciToolAgent leverages a scientific tool knowledge graph that enables intelligent tool selection and execution through graph-based retrieval-augmented generation. The agent also incorporates a comprehensive safety-checking module to ensure responsible and ethical tool usage. Extensive evaluations on a curated benchmark demonstrate that SciToolAgent outperforms existing approaches. Case studies in protein engineering, chemical reactivity prediction, chemical synthesis and metal–organic framework screening further demonstrate SciToolAgent’s capability to automate complex scientific workflows, making advanced research tools accessible to both experts and nonexperts.

Who needs Graphviz when you can build it yourself?
Exploring a new layout algorithm for control flow graphs.

communitycheck/design at main · rosestt/communitycheck
A design specification for attaching representative public opinion data to viral social media posts — correcting the gap between what people think and what they think others think. - rosestt/commun...