Research Mcp
Server Details
MCP server for Research
- Status
- Unhealthy
- Last Tested
- Transport
- Streamable HTTP
- URL
- Repository
- varvararatta/botfactory-mcp
- GitHub Stars
- 0
TDQS
Scored across 4 tools
Each tool has a distinct purpose: health_check is a standalone health endpoint, get_paper retrieves a single paper by ID/DOI, list_papers_by_author queries by author name, and search_papers searches by keywords. No overlap in functionality.
All tool names follow a consistent snake_case verb_noun pattern ('get_paper', 'health_check', 'list_papers_by_author', 'search_papers'), making it easy to infer tool behavior from the name.
With 4 tools, the server is well-scoped for a research paper search service. Each tool covers a necessary operation (health check, single paper retrieval, author-based and keyword-based search) without being bloated or insufficient.
The tool surface covers the core needs: health check, single paper lookup, and two search modes (by author and by keyword). Minor gaps exist, such as the absence of search by concept or date range, but the main workflows are supported.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
6 tool updates
- Added
get_paper - Removed
get_research_data - Added
list_papers_by_author - Removed
list_research_items - Added
search_papers - Removed
search_research
4 tool updates
- First observed
get_research_data - First observed
health_check - First observed
list_research_items - First observed
search_research
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