MIT
Research Mcp
Server Details
MCP server for Research
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- Status
- Unhealthy
- Uptime
- 0.0% over the last 24 hours
- Last Tested
- Transport
- Streamable HTTP
- URL
- Repository
- varvararatta/botfactory-mcp
- GitHub Stars
- 0
- ChatGPT
- –
- Claude
- –
TDQS
A3.5/5.0
Scored across 4 tools
Disambiguation5/5
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.
Naming Consistency5/5
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.
Tool Count5/5
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.
Completeness4/5
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.
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