Enables users to search and retrieve research datasets via natural language queries, with tools for proposing and committing tag changes. Includes robust authorization, idempotent mutations, and an audit trail.
A read-only MCP server that enables natural language querying of DSpace 7+ repositories via the REST API, allowing users to search, retrieve items, and analyze repository data.
Provides read access to community-written summaries, scores, and reviews of open-source repositories via the RepoCritics corpus. Enables search and retrieval of wiki pages, reviews, metadata, and AI reports for repositories.
Enables automated audio restoration, transcription, and speaker diarization via MCP tools for queuing files, monitoring progress, and retrieving speaker-labeled transcripts.
MCP server providing lossless file reads with deduplication, per-repo token metering, and HMAC-signed context receipts. Enables auditable, vendor-neutral measurement of what an AI agent saw.
