repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · yesterday

jgravelle/jcodemunch-mcp

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

PossiblePossibly related (embedding) · 53%codebase-memory-mcp speeds AI coding agent queries - Let's Data Science →
PossiblePossibly related (embedding) · 47%Claude Code costs up to $200 a month. Goose does the same thing for free. →
PossiblePossibly related (embedding) · 47%CodeForge-15B →
PossiblePossibly related (embedding) · 52%A fully local, self-hosted repo index for coding agents (Rust, MIT, runs offline) →
PossiblePossibly related (embedding) · 50%I built Synapse – a local MCP server that gives Claude instant knowledge of your codebase →

Covers

newscodebase-memory-mcp speeds AI coding agent queries - Let's Data Science newsClaude Code costs up to $200 a month. Goose does the same thing for free.

Related to

modelCodeForge-15B

Covers (incoming)

newsA fully local, self-hosted repo index for coding agents (Rust, MIT, runs offline)newsI built Synapse – a local MCP server that gives Claude instant knowledge of your codebase

Related across the graph

newsI built Synapse – a local MCP server that gives Claude instant knowledge of your codebase modelCodeForge-15B newscodebase-memory-mcp speeds AI coding agent queries - Let's Data Science newsClaude Code costs up to $200 a month. Goose does the same thing for free.newsA fully local, self-hosted repo index for coding agents (Rust, MIT, runs offline)

Topics