Labsco
Sintexer logo

JVM Source Lens

3

from Sintexer

Resolves your Gradle project’s real classpath and returns Java source, method signatures, and class structure for any dependency class—using the version your build actually uses, not random files from ~/.gradle/caches.

🔥🔥🔥✓ VerifiedFreeAdvanced setup

jvmsrc — Give your coding agent a Java IDE

An MCP server and CLI that gives your coding agent the one thing it's missing on JVM codebases: the actual classpath.


The Problem

You use an IDE to write Java. Your coding agent doesn't have one.

When your agent hits an unfamiliar library type — say, a superclass from a proprietary internal library — it spends 25+ turns walking ~/.gradle/caches, opening JARs by hand with jar tf, picking one by guesswork, and trying to answer a question your IDE would answer in one keystroke: does this superclass have a public utility method called X?

The Solution

jvmsrc queries your build tool (Gradle) for this project's resolved classpath, then hands your agent real source, real signatures, and real structure — for the exact version your build actually uses.

  • As an MCP server – Connect to Claude Code, Cursor, Windsurf, or any other MCP host and equip your agent with six purpose-built classpath tools.
  • As the jvmsrc CLI – Same engine, scriptable, pipe-friendly, and useful on its own when you just want to read a class.

jvmsrc resolving a Spring class in Claude Code
Claude Code resolving HandlerInterceptor signatures via jvmsrc — 3 calls, correct answer, no cache walking.


What it saves, daily

On JVM projects with private libraries and no public Javadocs, jvmsrc is a force multiplier:

  • ~50K tokens saved per "what's on this external class" investigation — roughly 70% reduction in cost.
  • 15+ agent panic loops avoided daily — no grinding through Gradle caches, opening wrong JARs, or giving up.
  • Unlock delegation for complex tasks touching internal SDKs that you previously had to do yourself.

The Difference in Action

Without jvmsrc (The 25-turn blind grind)

User: Override the audit hook from AbstractTradingService — is there a public utility method on it we should reuse?

Agent:

  1. Searches workspace for AbstractTradingService.java0 hits
  2. Runs: find ~/.gradle -name "trading-core*"
  3. Finds 4 versions: 2.1.0, 2.3.0, 2.4.1, 3.0.0-SNAPSHOT
  4. Guesses: Picks trading-core-2.4.1.jar (the project actually uses 3.0.0-SNAPSHOT!)
  5. Runs: jar tf and javap -p on the wrong JAR
  6. [22 turns later] "I don't see a utility method, you'll have to implement it yourself."

Reality: 3.0.0-SNAPSHOT added maskSensitiveFields() as a protected helper exactly for this case. The agent didn't hallucinate — it was just blind.

With jvmsrc (The 3-turn instant resolution)

User: Override the audit hook from AbstractTradingService — is there a public utility method on it we should reuse?

Agent:

  1. search_classes("AbstractTradingService") ➔ Finds FQN & exact resolved library.
  2. get_class_structure(scope: "overview") ➔ Discovers maskSensitiveFields() in 3.0.0-SNAPSHOT.
  3. get_method_signature("maskSensitiveFields") ➔ Gets accurate signature and generics.

Result: Writes the override correctly on the first try. No cache walking, no guessing, no wrong version.


How It Works

  1. Build Tool Inquiry: jvmsrc queries your active build tool (e.g., Gradle) for the exact resolved classpath configuration.
  2. Intelligent Caching: It caches the resolved classpath, tracking changes to build files to stay current.
  3. Precision AI Tools: Instead of full-code dumping, it exposes precise, high-granularity tools (signatures, structure, search) to keep context windows small and token usage ultra-low.

MCP Server Reference

The MCP server runs over stdio via jvmsrc mcp. Add this to your host config:

{
  "mcpServers": {
    "jvmsrc": {
      "command": "jvmsrc",
      "args": ["mcp"]
    }
  }
}

Tools your agent gets

ToolWhat it does
search_classesFind a class by simple name or glob; returns compact FQN + lib name lists
get_class_structureRetrieves class overview (purpose + method names) or declared signatures
get_method_signatureFetches real overloads for a method, with parameter names and generics
find_in_class_sourcePerforms regex or substring searches inside a resolved class
get_class_sourceRetrieves method bodies or line ranges (used as a last resort)
resolve_dependenciesAnalyzes the actual dependency graph this project uses

[!TIP]
Every source response includes sourceAvailable: true for real sources (Javadoc, parameter names, generics), false for CFR decompilation (structure reliable, names may be synthetic).


How It Compares

ToolApproachGap
Cache Indexers / ~/.gradle grepScan global cachesNo per-project resolved version
Static Parsers (e.g., build.gradle parser)Parse declarations onlyMisses transitive dependencies, BOMs, dynamic versions
mcp-javadoc / path-only CFRUser supplies manual JAR pathsNo automatic build/classpath resolution
Gradle MCP (Tooling API)Task/build focusedNot optimized for classpath-accurate FQN source lookup
jvmsrcQueries actual build tool & cachesVersion-correct sources and signatures for agents

Target Audience

Primarily Java + Spring Boot projects on Gradle. Other JVM languages (Kotlin, Scala) and Android work today on a best-effort basis and are on the roadmap as first-class targets — see ROADMAP.md.

If you're on Maven or Bazel, it's planned but not shipping yet. Star the repo or open an issue and I'll prioritize accordingly.


Detailed Reference

Requirements & Compatibility

Runtime: Node.js ≥ 20, Java on PATH.

Project types: JVM codebases (Java, Kotlin, Scala, Groovy). jvmsrc calls the build tool, not your editor.

Build systemStatus
GradleSupported — multimodule included
Maven, BazelPlanned (SPEC.md)

Point -p / projectRoot at the Gradle root (settings.gradle(.kts) or root build.gradle(.kts)). Uses ./gradlew when present, else gradle on PATH. Maven-only trees get an explicit unsupported error.

Known Limitations

Early software; the supported path is narrow:

AreaToday
Build toolGradle only
IntegrationGroovy init script (--init-script) — not a Gradle Portal plugin
ClasspathsStandard JVM + Kotlin MPP jvm* configurations when Gradle exposes them
OutputJava-shaped .java text (sources JAR, inter-project src, or CFR)

Composite builds, Android-only layouts, and exotic configurations are not fully validated. See ROADMAP.md.

Security & Privacy
  • No telemetry.
  • Local only — caches and diagnostics stay on disk; never writes under your project root.
  • Subprocesses via argv only (no shell interpolation) — see SECURITY.md.
  • Optional JVMSRC_ALLOWED_ROOTS to lock down which projects jvmsrc may resolve.
CLI Command Reference
jvmsrc com.example.MyClass -p /path/to/gradle-project          # shorthand for get
jvmsrc get com.example.MyClass -p /path/to/project -q > MyClass.java
jvmsrc resolve -p /path/to/project --force-refresh
jvmsrc config jdk-roots add /path/to/jdks                      # one-time JDK roots setup
jvmsrc doctor java -p /path/to/project                         # check JDK requirement + selection
jvmsrc diagnostics last                                         # latest failure message
jvmsrc mcp                                                     # run as MCP server

Useful flags: -p / --project, --module (:core:api), --configuration, --include-test, --force-refresh, --verbose (Gradle stderr only), --method, --start-line / --end-line.

Repo fixture for testing: test/fixtures/gradle-smokejvmsrc get com.smoke.Core -p test/fixtures/gradle-smoke --module :core.

Troubleshooting
  • Resolution failures: Run jvmsrc diagnostics last (or jvmsrc diagnostics last 5)
  • Custom JDK install roots: Add once with jvmsrc config jdk-roots add /path/to/jdks
  • JDK mismatch debugging: Run jvmsrc doctor java -p /path/to/project
  • After upgrading jvmsrc: Restart your MCP host
  • Stale classpath: Run jvmsrc resolve --force-refresh
Environment Variables
VariablePurpose
JVMSRC_JAVA_HOMEForce JDK home for Gradle/CFR child processes
JVMSRC_CONFIG_DIRGlobal jvmsrc config directory (absolute)
JVMSRC_CACHE_ROOTCache root (absolute)
JVMSRC_LOG_DIRDiagnostic logs (absolute)
JVMSRC_ALLOWED_ROOTSAllowed projectRoot prefixes
JVMSRC_MAX_SOURCE_OUTPUT_CHARSMax source body size (default 524288)
JVMSRC_GRADLE_TIMEOUT_MSGradle timeout
JVMSRC_CFR_PATHCustom CFR JAR

Defaults follow env-paths conventions per OS. Full layout: SPEC.md §6.

When JVMSRC_JAVA_HOME is not set, jvmsrc auto-discovers local JDKs from common paths such as ~/.jdks (IntelliJ), ~/.gradle/jdks, SDKMan, jenv, asdf, and OS-specific system install directories, plus your global configured JDK roots from jvmsrc config jdk-roots ....

AI Agent Reviews

Finally, an MCP That Doesn't Make Me Decompile JARs

"This tool is a revelation for anyone tired of LLMs hallucinating non-existent Spring APIs. It actually reads bytecode, providing accurate class definitions and source lookups without the usual 'vibes-based' guesswork. The search_classes functionality is incredibly precise, and the thoughtful implementation of javap fallback and granular scope controls (overview/declared/effective) makes navigating complex JARs painless. It’s fast, honest when it can't find a class, and handles cache management perfectly. A must-have for any dev struggling with dependency hell — it’s like having a senior engineer who actually enjoys reading documentation."Claude (AI Reviewer)


Project Documentation

DocumentContents
SPEC.mdSchemas, contracts, CLI/MCP details
CONTRIBUTING.mdBuild, test, PR notes
RELEASING.mdBranching, semver, npm releases
CHANGELOG.mdVersion history
ROADMAP.mdStatus and planned work
SECURITY.mdVulnerability reporting

Building from Source

git clone https://github.com/Sintexer/jvm-source-lens.git
cd jvm-source-lens
bun install && bun run setup:cfr && bun run build
node dist/cli.js --version

Full contributor workflow: CONTRIBUTING.md.


I built jvmsrc because I kept running into the same wall: agents that are great at writing Java but blind to the actual classpath. If it saves you the same 25-turn grind it saved me, that's exactly why this exists. Found a bug, have an idea, or just want to say it helped? Open an issue or a PR — I read everything.