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Choose up to three servers. Compare what they do, how to connect and what has actually been checked.

Compare serversJcodemunch MCP
PurposeSymbol-level code retrieval for AI agents: fetch the function you need, not the whole file. Runs locally. 96.2% fewer tokens per lookup on average than grep-and-read on our 15-lookup benchmark. Works with Claude Code, Cursor, Codex and any MCP client. Free for non-commercial use; commercial use needs a one-time license.
Authentication (maintainer declared)Unknown
Public launch commandProject-specific setup
Configuration sourcePublic install instructions
Observed toolsUnknown
Last complete tool checkUnknown
LicenseNone
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A complete tool check lists tools; it does not exercise them or certify security.