Side-by-side comparison of two Model Context Protocol servers — install paths, tools, quality signals, and directory engagement so you can pick the right one for Claude, Cursor, and other MCP clients.
Job application tracker for developers. Agents record applications, interviews, statuses, salaries and next actions over a remote MCP server (OAuth); humans review and plan in a dashboard at jobctl.app. Published in the MCP registry as io.github.DmytroRybka/jobctl.
Associative key-graph memory for LLM agents — recall by association, not vector similarity.
Quality signal
41/100 (Fair)
37/100 (Emerging)
Install path
npx · low
npx · high
Engagement
1 0 0 0
1 0 0 3
Tools
Not listed yet
Stores memories in an N:M key/value graphRecall by associative paths, not just vector similarityRuns locally as an MCP server with no external DBSupports OpenAI and local embedding backendsProvides explicit Key → Memory → Key navigation flowCompatible with Claude Desktop, Claude Code, and other MCP agents