F
licenseNot graded
qualityD
maintenanceAn offline MCP server that enables research tasks such as summarizing text, extracting key points, and saving/retrieving notes via a CLI client and stdio transport.
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ai-research-assistant-mcp
by Ruoth1111
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TDQS
C2.2/5.0
Scored across 2 tools
Disambiguation5/5
The two tools are clearly distinct: one for adding research, one for reading research. No overlap in purpose, making selection unambiguous for an agent.
Naming Consistency5/5
Both tools follow a consistent verb_noun pattern ('add_research', 'read_research'), making the naming predictable and easy to understand.
Tool Count3/5
With only 2 tools, the server feels thin for a research assistant, but it may suffice for a simple file-based read/write system. The count is acceptable but on the low end.
Completeness2/5
The tool set is incomplete: it lacks update, delete, search, or any organizational operations. An agent cannot manage or modify research after adding, leading to dead ends.
Maintenance
ActivityInactive
ResponsivenessNo issues