Python code intelligence for coding agents: call paths, control flow, and change impact.
Free
3 servers across developer tools & repos and memory & knowledge. The largest is Codecanvas.
Developer Tools & Repos · Memory & Knowledge
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3 MCP servers, most downloaded first. 3 of 3 are free to start.
Associative key-graph memory for LLM agents — recall by association, not vector similarity.
Free
N:M Associative Memory System for LLM Agents
Free
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0 of 3 use OAuth
The rest either hold an API key issued by the publisher or ask for nothing.
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