CAT
/MCP
SkillsMCPMarketplacesDigestToolsAdvertise

This week in Claude

Every Monday: Claude Code, Agent SDK, MCP, and the Anthropic platform moves worth your time.

Skills by Category
Frontend DevelopmentBackend & APIsTesting & QASecurityDevOps & CI/CDGit & Pull RequestsDocumentationCode Review & QualityAI & Agent BuildingSkill Development
MCP Servers by Category
Sales & MarketingWeb & Browser AutomationDatabasesAI & LLM ToolsCloud & InfrastructureCommunication & MessagingDeveloper ToolsDesign & CreativeDocuments & KnowledgeSearch & Web Crawling
Marketplaces by Category
AI Agents & OrchestrationLLM IntegrationDevelopment ToolsFrontend & UIBackend & APIsDatabasesTesting & Code QualityDevOps & CloudSecurity & ComplianceGit & Version Control

Cross AI Tools

Discover Claude Code plugins, extensions, and tools. Automatically updated directory of Anthropic Claude AI marketplaces with development tools, productivity plugins, and integrations.

Resources

  • Browse Skills
  • Browse MCP Servers
  • Browse Marketplaces
  • Plugins Reference

Community

  • About
  • Tools
  • Feedback
  • Privacy Policy
  • Advertise

Built for the Claude Code community with Claude Code by @mertduzgun

Independent project, not affiliated with Anthropic

JVM Source Lens

sintexer/jvm-source-lens
3STDIOregistry active
Summary

Connects Claude and other MCP hosts to your Gradle project's actual resolved classpath, so your agent stops guessing which JAR version you're really using. Exposes six tools: search_classes for FQN lookup, get_class_structure for method lists and signatures, get_method_signature for overload details with generics, find_in_class_source for regex search, get_class_source for implementation snippets, and resolve_dependencies for the full dependency graph. Returns real source when available (with Javadoc and parameter names), falls back to CFR decompilation otherwise. Built for Java and Spring Boot projects where agents waste dozens of turns walking ~/.gradle/caches by hand. Requires Node 20+ and Java on PATH. Gradle only for now, Maven and Bazel planned.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Keep your Mac awake
Keep your Mac awake
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →
Context.devContext.dev
Context.dev
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Make money from your Skills
Make money from your Skills
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Keep your Mac awake
Keep your Mac awake
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →
Context.devContext.dev
Context.dev
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Make money from your Skills
Make money from your Skills
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →

jvmsrc — Give your coding agent a Java IDE

CI npm version License: MIT Node

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.java ➔ 0 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.

Installation & Quick Start

1. Install CLI

npm install -g jvmsrc
# or use it directly via npx: npx jvmsrc <command>

[!IMPORTANT]
Requires Node ≥ 20 and Java on PATH (for CFR decompiler + javap).

2. Configure for your Workspace (MCP)

Generate a paste-ready MCP configuration for your project:

jvmsrc config --project /path/to/gradle-project

Paste this configuration into your AI assistant config (Claude Code, Cursor, Windsurf, etc.), restart the host, and you are ready to go!


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-smoke — jvmsrc 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.

License

MIT — see LICENSE.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Keep your Mac awake
Keep your Mac awake
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →
Context.devContext.dev
Context.dev
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Make money from your Skills
Make money from your Skills
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →

Configuration

JVMSRC_ALLOWED_ROOTS

Optional comma-separated absolute paths; only these project roots are allowed.

JVMSRC_CACHE_ROOT

Optional absolute path for resolution and decompile caches (default: OS cache dir).

JVMSRC_LOG_DIR

Optional absolute path for failure diagnostic logs.

JVMSRC_MAX_SOURCE_OUTPUT_CHARS

Max characters returned for full-file source (default 524288).

JVMSRC_GRADLE_TIMEOUT_MS

Gradle resolution subprocess timeout in milliseconds.

JVMSRC_CFR_PATH

Optional path to a custom CFR JAR for decompilation.

Categories
Search & Web Crawling
Registryactive
Packagejvmsrc
TransportSTDIO
UpdatedJun 9, 2026
View on GitHub

Related Search & Web Crawling MCP Servers

View all →
Google Search

com.mcparmory/google-search

Scrape Google search results with SERP data, ads, and knowledge panels
25
Brave Search

io.github.pipeworx-io/brave-search

Brave Search MCP — independent web index (no Google/Bing dependency)
Serper Search and Scrape

marcopesani/mcp-server-serper

Serper MCP Server supporting search and webpage scraping
154
Brave Search Mcp Server

brave/brave-search-mcp-server

Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more.
1.2k
Google Search Console

com.mcparmory/google-search-console

Query search analytics, manage sitemaps, and inspect site URLs and status
25
Google Search Console

acamolese/google-search-console-mcp

Google Search Console MCP server: SEO audits, performance queries, URL inspection, indexing checks.
3