ashlr

MCP tools

27 token-efficient drop-in replacements for Claude Code's built-in tools, plus 13 ashlr-only utilities.

ashlr ships 40 MCP tools. The bulk of them are drop-in replacements for Claude Code's built-ins — Read, Grep, Edit, Bash, etc. — that compress, summarize, or RAG-route to use fewer tokens. The rest are utilities that don't have built-in equivalents (genome management, savings reporting, GitHub write ops, semantic diffing, etc.).

Every tool's name is prefixed ashlr__ so it never collides with a built-in.

ashlr__readsnipCompact head + tail; middle elided. The single biggest token saver.
ashlr__grepGenome-RAG-backed; ~84 % savings on warm queries.
ashlr__globGlobbing with sane head + tail elision on giant result sets.
ashlr__treePer-dir truncation visible to the model.
ashlr__askCodebase Q&A backed by the genome.
ashlr__orientOne-shot project orientation snapshot.

Edits

ashlr__editDiff-only edits. The full file is never re-sent.
ashlr__multi_editAtomic multi-hunk edit.
ashlr__diff · ashlr__diff_semanticRead git diffs the model can actually reason about.

Shell & infra

ashlr__bashAuto-summarized stdout for verbose commands.
ashlr__bash_start · ashlr__bash_stop · ashlr__bash_tail · ashlr__bash_listLong-running command lifecycle.
ashlr__sqlSQLite + Postgres + MySQL with row-elision.
ashlr__httpsnipCompact-trimmed JSON/HTML response bodies.
ashlr__logsTail and grep log files with elision.
ashlr__webfetchURL fetch with markdown + sniff.

Genome

ashlr__genomeThe genome RAG read path that powers grep.
ashlr__genome_proposeSubmit a section to the auto-genome loop.
ashlr__genome_consolidateRun the consolidation pass manually.
ashlr__genome_statusInspect the genome cache + cloud-sync state.
ashlr__savingsProgrammatic access to the per-session ledger.

GitHub

ashlr__githubRead-only GitHub helpers.
ashlr__pr · ashlr__issueOpen/comment on PRs and issues from the model.

Cost-savings methodology

Every tool's per-call savings is measured against the equivalent Claude Code built-in on a fixed corpus of files ≥ 2 KB. See Concepts → Savings math for how the numbers in the per-tool tables are computed.

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