SERVER

jCodemunch MCP

Rank #24

io.github.jgravelle/jcodemunch-mcp

Token-efficient code exploration via tree-sitter AST parsing. 70+ languages, 86-99% token savings.

112 versions
2,771 GitHub stars
by jgravelle (4 servers)View repository ↗
First listed
Feb 9, 2026
Last publish date
Oct 16, 2026
PURPOSE

What you can do with jCodemunch MCP

jCodemunch MCP is a Model Context Protocol (MCP) server published by jgravelle. It ranks #24 of 144,396 active servers on MCP Toplist, and its repository has 2,771 GitHub stars. jCodemunch MCP is listed across 4 registries — Official MCP, PulseMCP, Glama and mcp.so, with 112 tracked versions. It was first listed on Feb 9, 2026 and most recently updated on Oct 16, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What jCodemunch MCP can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using jCodemunch MCP

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.

No runtime, credential or payment requirements are recorded for this server beyond the declaration above.

INSTALLATION AND FIRST TASK

Connect jCodemunch MCP and confirm it works

Python package (PyPI)
claude mcp add jcodemunch-mcp -- uvx jcodemunch-mcp
First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by jgravelle
View all jgravelle servers →

No task-specific alternatives are catalogued for jCodemunch MCPyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Feb 9, 2026
Latest version published
Oct 16, 2026
Version history
112 versions tracked (below)
Requirements evidence
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Oct 16, 2026
Registry sightings

Do you maintain jCodemunch MCP? to correct or enrich this profile.

VERSIONS

Available versions (112)

0.1.0 · Nov 25, 20241.8.6 · Mar 21, 20261.108.246 · Aug 6, 20261.108.248 · Aug 6, 20261.108.249 · Aug 6, 20261.108.251 · Aug 7, 20261.108.256 · Aug 7, 20261.108.257 · Aug 7, 20261.108.258 · Aug 7, 20261.108.263 · Aug 7, 20261.108.264 · Aug 8, 20261.108.265 · Aug 8, 20261.108.266 · Aug 8, 20261.108.267 · Aug 8, 20261.108.268 · Aug 9, 20261.108.269 · Aug 9, 20261.108.270 · Aug 10, 20261.108.271 · Aug 10, 20261.108.272 · Aug 12, 20261.108.274 · Aug 12, 20261.108.276 · Aug 13, 20261.108.277 · Aug 13, 20261.108.278 · Aug 14, 20261.108.279 · Aug 14, 20261.108.280 · Aug 15, 20261.108.281 · Aug 15, 20261.108.282 · Aug 16, 20261.108.283 · Aug 17, 20261.108.284 · Aug 17, 20261.108.285 · Aug 18, 20261.108.286 · Aug 18, 20261.108.287 · Aug 19, 20261.108.288 · Aug 20, 20261.108.289 · Aug 21, 20261.108.290 · Aug 21, 20261.108.291 · Aug 22, 20261.108.292 · Aug 23, 20261.108.293 · Aug 24, 20261.108.294 · Aug 24, 20261.108.295 · Aug 24, 20261.108.296 · Aug 25, 20261.108.297 · Aug 25, 20261.108.298 · Aug 25, 20261.108.299 · Aug 26, 20261.108.300 · Aug 26, 20261.108.301 · Aug 27, 20261.108.302 · Aug 27, 20261.108.303 · Aug 27, 20261.108.304 · Aug 28, 20261.108.305 · Aug 28, 20261.108.306 · Aug 29, 20261.108.307 · Aug 29, 20261.108.308 · Aug 29, 20261.108.309 · Aug 29, 20261.108.310 · Aug 30, 20261.108.311 · Aug 31, 20261.108.312 · Aug 31, 20261.108.313 · Aug 31, 20261.108.314 · Sep 1, 20261.108.315 · Sep 2, 20261.108.316 · Sep 3, 20261.108.317 · Sep 4, 20261.108.318 · Sep 11, 20261.108.319 · Sep 16, 20261.108.320 · Sep 30, 20261.108.321 · Oct 1, 20261.108.322 · Oct 1, 20261.108.323 · Oct 2, 20261.108.324 · Oct 2, 20261.108.325 · Oct 2, 20261.108.326 · Oct 2, 20261.108.327 · Oct 2, 20261.108.328 · Oct 4, 20261.108.329 · Oct 5, 20261.108.330 · Oct 6, 20261.108.331 · Oct 6, 20261.108.332 · Oct 7, 20261.108.333 · Oct 7, 20261.108.334 · Oct 8, 20261.108.335 · Oct 8, 20261.108.336 · Oct 9, 20261.108.337 · Oct 9, 20261.108.338 · Oct 9, 20261.108.339 · Oct 10, 20261.108.340 · Oct 10, 20261.108.341 · Oct 11, 20261.108.342 · Oct 11, 20261.108.343 · Oct 11, 20261.108.344 · Oct 12, 20261.108.345 · Oct 12, 20261.108.346 · Oct 12, 20261.108.347 · Oct 12, 20261.108.348 · Oct 12, 20261.108.349 · Oct 12, 20261.108.350 · Oct 12, 20261.108.351 · Oct 12, 20261.108.352 · Oct 13, 20261.108.353 · Oct 13, 20261.108.354 · Oct 13, 20261.108.355 · Oct 13, 20261.108.356 · Oct 13, 20261.108.357 · Oct 13, 20261.108.358 · Oct 13, 20261.108.359 · Oct 14, 20261.108.360 · Oct 14, 20261.108.361 · Oct 14, 20261.108.362 · Oct 14, 20261.108.363 · Oct 15, 20261.108.364 · Oct 15, 20261.108.365 · Oct 15, 20261.108.366 · Oct 15, 20261.108.367 · Oct 16, 2026Nov 25, 2024Oct 16, 2026
VersionPublished
1.108.367Oct 16, 2026
1.108.366Oct 15, 2026
1.108.365Oct 15, 2026
1.108.364Oct 15, 2026
1.108.363Oct 15, 2026
1.108.362Oct 14, 2026
1.108.361Oct 14, 2026
1.108.360Oct 14, 2026
1.108.359Oct 14, 2026
1.108.358Oct 13, 2026
1.108.357Oct 13, 2026
1.108.356Oct 13, 2026
1.108.355Oct 13, 2026
1.108.354Oct 13, 2026
1.108.353Oct 13, 2026
1.108.352Oct 13, 2026
1.108.351Oct 12, 2026
1.108.350Oct 12, 2026
1.108.349Oct 12, 2026
1.108.348Oct 12, 2026
1.108.347Oct 12, 2026
1.108.346Oct 12, 2026
1.108.345Oct 12, 2026
1.108.344Oct 12, 2026
1.108.343Oct 11, 2026
1.108.342Oct 11, 2026
1.108.341Oct 11, 2026
1.108.340Oct 10, 2026
1.108.339Oct 10, 2026
1.108.338Oct 9, 2026
1.108.337Oct 9, 2026
1.108.336Oct 9, 2026
1.108.335Oct 8, 2026
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1.108.333Oct 7, 2026
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1.108.331Oct 6, 2026
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1.108.329Oct 5, 2026
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1.108.327Oct 2, 2026
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1.108.322Oct 1, 2026
1.108.321Oct 1, 2026
1.108.320Sep 30, 2026
1.108.319Sep 16, 2026
1.108.318Sep 11, 2026
1.108.317Sep 4, 2026
1.108.316Sep 3, 2026
1.108.315Sep 2, 2026
1.108.314Sep 1, 2026
1.108.313Aug 31, 2026
1.108.312Aug 31, 2026
1.108.311Aug 31, 2026
1.108.310Aug 30, 2026
1.108.309Aug 29, 2026
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1.108.303Aug 27, 2026
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1.108.300Aug 26, 2026
1.108.299Aug 26, 2026
1.108.298Aug 25, 2026
1.108.297Aug 25, 2026
1.108.296Aug 25, 2026
1.108.295Aug 24, 2026
1.108.294Aug 24, 2026
1.108.293Aug 24, 2026
1.108.292Aug 23, 2026
1.108.291Aug 22, 2026
1.108.290Aug 21, 2026
1.108.289Aug 21, 2026
1.108.288Aug 20, 2026
1.108.287Aug 19, 2026
1.108.286Aug 18, 2026
1.108.285Aug 18, 2026
1.108.284Aug 17, 2026
1.108.283Aug 17, 2026
1.108.282Aug 16, 2026
1.108.281Aug 15, 2026
1.108.280Aug 15, 2026
1.108.279Aug 14, 2026
1.108.278Aug 14, 2026
1.108.277Aug 13, 2026
1.108.276Aug 13, 2026
1.108.274Aug 12, 2026
1.108.272Aug 12, 2026
1.108.271Aug 10, 2026
1.108.270Aug 10, 2026
1.108.269Aug 9, 2026
1.108.268Aug 9, 2026
1.108.267Aug 8, 2026
1.108.266Aug 8, 2026
1.108.265Aug 8, 2026
1.108.264Aug 8, 2026
1.108.263Aug 7, 2026
1.108.258Aug 7, 2026
1.108.257Aug 7, 2026
1.108.256Aug 7, 2026
1.108.251Aug 7, 2026
1.108.249Aug 6, 2026
1.108.248Aug 6, 2026
1.108.246Aug 6, 2026
1.8.6Mar 21, 2026
0.1.0Nov 25, 2024
STANDING
#24of 144,396 active serversTop 0.1%

Ranks ahead of 144,372 of 144,396 servers on MCP Toplist.

Recent momentum
+1,028GitHub stars since Apr 27 (+59%)
BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 1% of 144,396
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FAQ

Frequently asked questions

Who maintains jCodemunch MCP?
jCodemunch MCP is maintained by jgravelle, which publishes 4 MCP servers (162 total versions) tracked on MCP Toplist.
Is jCodemunch MCP listed on the Official MCP Registry?
Yes — jCodemunch MCP is listed on the Official MCP Registry, alongside PulseMCP, Glama and mcp.so.
How many versions does jCodemunch MCP have?
MCP Toplist tracks 112 versions of jCodemunch MCP, most recently published on Oct 16, 2026.
Where can I find the source code for jCodemunch MCP?
The source code for jCodemunch MCP is hosted at github.com/jgravelle/jcodemunch-mcp.
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