Pack local or remote codebases into AI-friendly files that LLMs and coding agents can read or search
Nothing to run from here
Jcodemunch is installed from its publisher's own source and answers where it runs, so this marketplace is not in the path of a single call. There is no address here to send one to, and a panel that pretended otherwise would be showing you an answer we made up. Install it and call it from your own client — the Installation tab has the entry for each one.
94/100
trust score
4k
downloads a day
local
runs on your machine
38k
downloads in 30d
What it does
Token-efficient code exploration via tree-sitter AST parsing. 70+ languages, 86-99% token savings.
Quickstart
# 1 — add it to Claude Code
claude mcp add --scope user jcodemunch-mcp '--' uvx jcodemunch-mcp
# 2 — ask your agent for something these tools do
# index_repo, index_folder, index_file and 21 more
Jcodemunch costs nothing on mcprush: there is no plan to choose here, no cap to set and nothing mcprush can bill you for.
Publishernot claimed
JGAll 4 servers
jgravelle4 servers
4 categories
Collected from a public index. Nobody has claimed this account, so nothing here was written by its author — claim it if it is yours.
Installation
Where are you running it?
Every route below installs the same thing and ends at the same approval screen. This one runs on your machine: your client starts Jcodemunch as a process under your own user, with your files and your network, so the tool surface below is what it can do to your computer rather than to a server somewhere else. Its scan result is on the Security tab — read the surface before you approve it.
Claude Codedeclared by this listing
This is a public server: you run it yourself and this marketplace is not in the path. You need uv (docs.astral.sh/uv): uvx comes with it. Claude Code registers it in one command; --scope user makes it available in every project. The '--' is in quotes so that PowerShell passes it on.
claude mcp add --scope user jcodemunch-mcp '--' uvx jcodemunch-mcpReconnect, or start a new session, and the tools appear in the model’s tool list.
Free on mcprush, and it runs from its publisher’s own package: this marketplace is not in the path, so there is no key of ours to hold and no card to add.
What it writes
One config entry your client uses to start the process locally. A local server runs with your file system and your network, which is why it is priced without metering.
What you approve
24 tools, with what each one reads, writes and reaches shown before you agree — the same list on every route above. Read the tool surface.
Tool surface
What the model actually sees. Descriptions are diffed on every release — see version history.
Index a GitHub repository
No parameter schema on file.
Index a local folder of source code. Response surfaces discovery_skip_counts and no_symbols_files for diagnosing missing files. Skips .gitignore and extra_ignore_patterns matches.
No parameter schema on file.
Index a single file within an existing index. Surgical update after edits. The file must be under an already-indexed folder
No parameter schema on file.
Resolve a filesystem path to its indexed repo identifier. O(1) lookup — faster than list_repos for finding a single repo. Accepts repo root, worktree, subdirectory, or file path. Pass an absolute path; a relative one resolves against the server
No parameter schema on file.
Get the file tree of an indexed repository, optionally filtered by path prefix. Results are capped at max_files (default 500) to prevent token overflow; use path_prefix to scope large trees.
No parameter schema on file.
Get all symbols (functions, classes, methods) in a file with full signatures (including parameter names) and summaries. Use signatures to review naming at parameter granularity without reading the full file. Pass repo and file_path (e.g.
No parameter schema on file.
Get full source of one symbol (symbol_id → flat object) or many (symbol_ids[] → {symbols, errors}). Supports verify, context_lines, fqn (PHP FQN via PSR-4), and an optional bounded mode that caps returned source for large symbols/batches.
No parameter schema on file.
Get cached source for a file, optionally sliced to a line range. Reads the indexed copy, not the working tree.
No parameter schema on file.
Search for symbols matching a query across the entire indexed repository. Returns matches with signatures and summaries. Searches the index, not the working tree.
No parameter schema on file.
Delete the index and cached files for a repository. Forces a full re-index on next index_repo or index_folder call.
No parameter schema on file.
Full-text search across indexed file contents. Useful when symbol search misses (e.g., string literals, comments, config values). Supports regex (is_regex=true) and context lines around matches (context_lines=N, like grep -C). Searches the indexed copy, not the working tree.
No parameter schema on file.
Get a high-level overview of an indexed repository: directories, file counts, language breakdown, symbol counts. Lighter than get_file_tree. Directories only, not files.
No parameter schema on file.
Find all files that import a given file. Answers
No parameter schema on file.
Find all files that import or reference an identifier via the import graph. Answers
No parameter schema on file.
Per-tool latency telemetry: p50/p95/max in ms, error rate, plus cache hit-rate by tool. Defaults to the in-memory session ring; pass window=1h|24h|7d|all to query persisted telemetry.db (requires perf_telemetry_enabled). Useful for finding slow tools, cold caches, and regressions.
No parameter schema on file.
Learn per-repo retrieval weights from the v1.78.0 ranking ledger. Computes confidence correlations for the semantic and identity-match channels and writes overrides to ~/.code-index/tuning.jsonc. search_symbols reads those overrides at query time when the caller doesn
No parameter schema on file.
Get the current session context — files accessed, searches performed, and edits registered during this MCP session. Use to avoid re-reading the same files. Truncated to max_files (default 50) and max_queries (default 20), and covers this server process only.
No parameter schema on file.
Plan the next turn by analyzing query against the codebase. Returns confidence level (high/medium/low), recommended symbols/files, and guidance. Use as opening move for any task. Recommends at most max_recommended symbols (default 5) and ranks only what the index holds.
No parameter schema on file.
Register file edits to invalidate caches. Call after editing files to clear BM25 cache and search result cache for the repo. Clears caches only. It does not re-index unless reindex=true, so search results stay stale until you do.
No parameter schema on file.
Get the file-level dependency graph for a given file. Traverses import relationships up to 3 hops. Use to understand what a file depends on (
No parameter schema on file.
Diff symbol sets between two indexed snapshots. Shows added, removed, and changed symbols. Branch workflow: index branch A as repo-main, index branch B as repo-feature, then diff. Compares by (name, kind), so a renamed symbol appears as one removal plus one addition, not a rename.
No parameter schema on file.
Get the full inheritance hierarchy for a class: ancestors (base classes via extends/implements) and descendants (subclasses/implementors). Works across Python, Java, TypeScript, C#, and any language where class signatures contain
No parameter schema on file.
Find symbols related to a given symbol using heuristic clustering: same-file co-location (weight 3), shared importers (weight 1.5), and name-token overlap (weight 0.5/token). Useful for discovering what else to read when exploring an unfamiliar codebase.
No parameter schema on file.
Suggest search queries, entry-point files, and index stats. Good first call on an unfamiliar repo — surfaces most-imported files, top keywords, and ready-to-run example queries. Suggestions come from index statistics rather than your task, so treat them as starting points.
No parameter schema on file.
Free
$0 forever
- Every tool, no call limit
- No card, and mcprush charges nothing for it
- Source published under LicenseRef-jCodeMunch-Dual-Use-1
- Runs on your machine — nothing of it reaches our gateway
- Nothing to cap, because mcprush bills nothing
What counts against your monthly calls
| Tool | Unit | Calls used | Out of the allowance |
|---|
Nothing here is billable: mcprush charges nothing to install Jcodemunch or to call it, at any volume.
Call allowance · this installenforced at the gateway
Monthly allowance, in calls
—
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Alert at 80% · then the tool returns a normal MCP error
Used this month: —
ATrust score 94 / 100
Release 1.108.361 · scanned 14 Oct 2026
Two independent axes, because powerful and malicious are different questions. The grade is threat only. The capability level is blast radius, and it is never a penalty on the grade — it is priced as one subtract-only term in the score, where you can see it.
Threat score100
Client score94
Findings13 threat · 0 capability
Capabilityhigh
Coveragesource
Verificationsource
Surface digest1477e21a8cdf0e782bbd292ee88cdc6b34c7d92a920021d2957ec6b20e3cab2b
Score vectorthreat 100 → client 94
| Term | Level | What it prices | Points |
|---|---|---|---|
| capability-exposure | high | capability blast radius (high) — client exposure if the model is manipulated | −6 |
| verification-discount | source | publisher verification (provenance) — cryptographic build provenance ties the artifact to its source | −0 |
| coverage-honesty | source | inspection depth (source) — how much of the target the scan could see | −0 |
score = clamp(round(threatScore − E_cap − E_ver − E_cov), 0, 100). No model, no opinion, no network call at scoring time: the same methodology version against the same bytes always produces this number, and every line above is a field of the report rather than a summary of it.
What the scan could actually read
A grade is only as meaningful as its coverage, so the scanner publishes its own depth before it publishes its result.
Tool surfacenot available
Implementation sourceread
Package metadataread
Live transportnot available
No tools were enumerated, so prompt-injection, capability and toxic-flow analysis had no tool surface to inspect. To grade a package’s real runtime tools, scan the running server: --command "npx -y <package>".
tests/test_a_call_inside_a_rust_macro_is_recorded.py (9 KB) was not read: over the file-count budget.
Capability — what it could do if the model were manipulated
Tags derived from each tool’s schema and the implementation, not from what the tool calls itself. high is the level these add up to.
| Tool | Capability tags | Why the tag was assigned |
|---|---|---|
| No per-tool rows for this release — see the note below. | ||
reads sensitive or local data
Toxic-flow graph
The lethal trifecta, checked as a graph rather than as a checklist: untrusted input, a sensitive source and an external sink have to meet before there is a path worth worrying about.
The public result for this release does not print the flow graph, so there is nothing to show here. That is not the same as "no paths were found": what the scan did read is above, under coverage.
Supply chain and provenance
Integrityfirst-seen
Surface digest1477e21a8cdf0e78
Scanned2026-10-14
This is the first scan of this surface here, so there is nothing yet to compare it against.
Every result on this tab comes from one deterministic pass over the published package — offline, rule by rule, and auditable line by line above. Same methodology version, same bytes, same score.
Release history
Always latest — the install command names no version, so it installs the newest release when it runs; the current release on file is 1.108.361. Pin a release below and the command asks for exactly that one.
1.108.361
14 Oct 2026
latestNo release note was published with this version.
1.108.360
14 Oct 2026
No release note was published with this version.
1.108.358
13 Oct 2026
No release note was published with this version.
1.108.357
13 Oct 2026
No release note was published with this version.
1.108.355
13 Oct 2026
No release note was published with this version.
1.108.353
13 Oct 2026
No release note was published with this version.
1.108.351
12 Oct 2026
No release note was published with this version.
1.108.349
12 Oct 2026
No release note was published with this version.
1.108.348
12 Oct 2026
No release note was published with this version.
1.108.345
12 Oct 2026
No release note was published with this version.
1.108.343
11 Oct 2026
No release note was published with this version.
1.108.341
11 Oct 2026
No release note was published with this version.
1.108.340
10 Oct 2026
No release note was published with this version.
1.108.339
10 Oct 2026
No release note was published with this version.
1.108.338
9 Oct 2026
No release note was published with this version.
1.108.336
9 Oct 2026
No release note was published with this version.
1.108.335
8 Oct 2026
No release note was published with this version.
1.108.333
7 Oct 2026
No release note was published with this version.
1.108.332
7 Oct 2026
No release note was published with this version.
1.108.331
6 Oct 2026
No release note was published with this version.
1.108.330
6 Oct 2026
No release note was published with this version.
1.108.329
5 Oct 2026
No release note was published with this version.
1.108.328
4 Oct 2026
No release note was published with this version.
1.108.327
2 Oct 2026
No release note was published with this version.
1.108.326
2 Oct 2026
No release note was published with this version.
1.108.324
2 Oct 2026
No release note was published with this version.
1.108.319
16 Sep 2026
No release note was published with this version.
1.108.318
11 Sep 2026
No release note was published with this version.
1.108.317
4 Sep 2026
No release note was published with this version.
1.108.316
undated
- The version this listing was on when mcprush began following its releases. The registry was not asked when it shipped, so this row carries no date.
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Who can review
One review per account, from a signed-in account that does not publish this listing. Nothing else is asked — you can say what you think before you install it. Publishers can reply once per review, and a review can be edited or deleted by whoever wrote it.
Sign in to write one
Any signed-in account that does not publish Jcodemunch can review it, once — before installing it or after. A review from an account that has installed it is marked as one.
No reviews yet
Nobody has reviewed this listing. The rating on the card is the mean of the reviews written here and nothing else, so there is no rating until somebody writes the first — which takes a signed-in account that does not publish it, and nothing else.