List opt-in shared public memory entries from the Lithtrix Commons pool. Use pagination to navigate results.
MIT
261,444 tools. Last updated 2026-07-05 12:09
"namespace:io.github.pscale-commons" matching MCP tools:
- Contribute verified lessons to a shared AI knowledge base after learning attempts. Lessons become searchable by any AI, turning individual knowledge into collective intelligence.Apache 2.0
- Get an overview of all nodes and their relationships in a Gen3 data commons. Start here to explore the data model structure.MIT
- Retrieve biomedical images from Open-i and Europe PMC. Filter by image type, collection, license, or specialty to find clinical photos, X-rays, microscopy, and more with captions and article metadata.Apache 2.0
- Retrieve divisions (formal votes) from a parliamentary debate using its debate ID. Returns each division's Hansard reference and votes API ID for accessing full voting records.MIT
- Start a multi-AI panel deliberation by convening Claude, Gemini, and Perplexity models to debate questions from assigned perspectives, then poll for real-time responses and final synthesis.MIT
Matching MCP Servers
- Alicense-qualityAmaintenanceEnables natural language search and discovery of open-access scientific datasets through the EOSC Data Commons OpenSearch service. Provides tools to search datasets and retrieve file metadata using LLM-assisted queries.Last updated14MIT
- -license-quality-maintenanceEnables AI agents to query and retrieve public statistical data from Data Commons through search and observation tools. Provides access to demographic, economic, and other statistical indicators for analysis and research.Last updated
Matching MCP Connectors
Wikimedia Commons file/image/audio/video search via MediaWiki Action API
Search, reuse, verify AI reasoning. Task marketplace with leaderboard. Zero-barrier, no auth.
- Search Australian government open data portal for datasets on health, education, environment, economy, transport, and geospatial topics. Returns results with quality scores and source citations for verification.
- Retrieve upcoming rocket launch schedules from The Space Devs API to track space missions and plan astronomical observations.
- Look up vessel metadata and registration data using MMSI numbers or ship names. Access real-time maritime information from official sources with quality scoring and source citations.
- Find UK Parliament vote summaries by topic, date, or member. Returns division title, date, vote counts, and pass/fail status. Combine with votes_get_division for detailed voter lists.MIT
- Federated image search across license-aware providers. Returns ranked candidates with license and attribution details, defaulting to safe-only content.MIT
- Check the health of the global Knowledge Commons: total lessons, confirms, top categories, most-trusted lessons, 7-day growth, and top contributors. Ideal for weekly reviews and exploring community knowledge.Apache 2.0
- Confirm a syndicated lesson from the global commons worked for you. Propagates confirmation back, updates your CKG confidence, and counts toward Gold Standard after 10 confirmations.Apache 2.0
- Transcribe audio or video from a direct media link, podcast episode, or YouTube URL. Polls until complete, then provides a transcript preview and link to the full transcript.Apache 2.0
- Run a validated GraphQL query against a Gen3 data commons to retrieve research data.MIT
- Publish completed deliberations to the Wisepanel Commons for public viewing and sharing. Use this tool to make your AI deliberation results accessible online.MIT
- Search the global knowledge commons for community-contributed solutions to technical issues. Find fixes ranked by trust and recency, so you can solve problems without re-researching.Apache 2.0
- Check your FedBrain federation status: view lessons contributed to global commons, recent confirmations, Gold Standard lessons, and pending propagations to track global knowledge contribution.Apache 2.0
- Analyzes draft formats using 17Lands card ratings to identify top commons, uncommons, and trap rares for a given set code.MIT
- Identify lessons with high community validation activity in the last 7 days. Use this to discover which insights are gaining consensus.Apache 2.0