"Tools to generate Lucidchart diagrams from Java code" matching MCP servers:

• diagrams-mcp

  nacho-mazzoni

  A

  license

  -

  quality

  B

  maintenance

  Enables automatic generation of UML class diagrams and entity-relationship diagrams from natural language descriptions or structured JSON data. It integrates with MCP agents to create visual representations of code structures and system designs without manual Mermaid coding.

  Last updated 2026-04-23

  10

  1

  MIT

• mcp-pymilvus-code-generate

  brcarry

  A

  license

  -

  quality

  D

  maintenance

  An MCP server that retrieves relevant code snippets and documents to assist in generating pymilvus code, converting between ORM and client, and translating Milvus code between programming languages.

  Last updated 2025-05-12

  MIT

• code-to-tree

  micl2e2

  A

  license

  -

  quality

  F

  maintenance

  code-to-tree

  Last updated 2026-03-14

  84

  MIT

• diagrams-mcp

  ByteOverDev

  A

  license

  -

  quality

  C

  maintenance

  Enables generating cloud architecture diagrams, flowcharts, sequence diagrams, and more using three rendering engines: mingrammer/diagrams, Mermaid, and PlantUML.

  Last updated 2026-06-10

  2

  MIT

• Diagrams MCP Server

  apetta

  A

  license

  A

  quality

  D

  maintenance

  Enables creation of infrastructure and architecture diagrams as code using the Python diagrams library, supporting 15+ cloud providers, 500+ node types, custom icons, and flowcharts with multiple output formats.

  Last updated 2025-11-09

  5

  1

  MIT

• Java Inspector

  mustafagoksever

  A

  license

  A

  quality

  B

  maintenance

  Decompiles Maven dependencies into readable Java source directly inside your AI agent.

  Last updated 2026-04-26

  5

  10

  1

  Apache 2.0

• claude-code-tools

  permacopia3223

  A

  license

  -

  quality

  C

  maintenance

  MCP server providing code review, auto-fix, test running, linting, formatting, and refactor suggestions for Claude Code.

  Last updated 2026-04-18

  MIT

• Figma To Code MCP

  felixAnhalt

  A

  license

  -

  quality

  B

  maintenance

  Transforms Figma design data into a compact, LLM-friendly format for code generation, reducing size by 99.5% while preserving UI-critical information.

  Last updated 2026-05-09

  275

  3

  MIT

• Java Decompiler MCP Server

  RuoJi6

  A

  license

  A

  quality

  D

  maintenance

  An MCP-based Java decompilation tool that uses the CFR decompiler to convert .class and .jar files into readable Java source code. It features multi-threaded batch processing and direct file system output to handle large-scale decompilation while bypassing token limits.

  Last updated 2026-01-23

  6

  73

  MIT

• jons-mcp-java

  jonmmease

  A

  license

  B

  quality

  A

  maintenance

  Provides Java development capabilities through Eclipse JDT.LS, enabling symbol navigation, code diagnostics, workspace searching, and Javadoc access across Java projects.

  Last updated 2026-06-02

  10

  MIT

• ui-design-to-code-mcp

  Kinglions

  A

  license

  -

  quality

  B

  maintenance

  MCP server for ingesting UI screenshots, Figma MCP node JSON, or hybrid Figma-plus-screenshot sources into a cross-platform design-to-code artifact pipeline.

  Last updated 2026-06-11

  MIT

• MCP from Scratch Server

  pguso

  A

  license

  -

  quality

  D

  maintenance

  A fully working MCP server built from scratch in plain Node.js, implementing tools, resources, prompts, notifications, and sampling according to the MCP specification, designed to connect to Claude Desktop or any MCP client.

  Last updated 2026-05-25

  17

  MIT

• MCP from API

  abusedmedia

  F

  license

  -

  quality

  C

  maintenance

  Enables users to expose arbitrary HTTP APIs as configurable MCP tools by defining tool specifications in a JSON configuration file.

  Last updated 2026-05-13

  2,931

  3

• Java Decompiler MCP Server

  RuoJi6

  A

  license

  A

  quality

  D

  maintenance

  An MCP server that uses the CFR decompiler to convert Java .class and .jar files back into readable source code. It supports single-file, batch, and recursive directory decompilation with automated CFR tool management.

  Last updated 2026-01-23

  6

  73

  MIT

• java-jdtls-mcp-server

  SachieWang

  A

  license

  A

  quality

  B

  maintenance

  A high-performance MCP server that bridges AI agents with Java codebases, providing professional-grade Java language intelligence via Eclipse JDT.LS.

  Last updated 2026-03-15

  15

  29

  1

  GPL 3.0

• image-generate-mcp-remote

  zztdandan

  A

  license

  B

  quality

  A

  maintenance

  A remote MCP image generation server that unifies OpenAI Images and Gemini generateContent APIs with preset-based configuration for multi-provider support.

  Last updated 2026-06-15

  6

  MIT

• langfuse-mcp-java

  Log-LogN

  A

  license

  B

  quality

  D

  maintenance

  Query Langfuse traces, schema and datasets, scores and metrics, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.

  Last updated 2026-03-25

  55

  2

  MIT

• Azure Java SDK MCP Server

  weidongxu-microsoft

  F

  license

  B

  quality

  D

  maintenance

  A Model Context Protocol server that provides Azure Java SDK documentation to AI assistants, allowing them to access readme files with introductions, key concepts, and code samples.

  Last updated 2025-05-27

  1

  1

• Java Boilerplate Generator MCP

  FlyDut

  A

  license

  -

  quality

  C

  maintenance

  Enables automatic generation of explicit boilerplate methods (getter/setter/equals/hashCode/toString/constructors) for Java entity classes, replacing Lombok dependencies with visible, reviewable code.

  Last updated 2026-06-18

  MIT

• MCP Java Backend Suite

  Dmitriusan

  A

  license

  -

  quality

  B

  maintenance

  A comprehensive MCP toolkit for Java backend developers, providing 35 tools across 5 servers for database analysis, JVM diagnostics, migration assistance, Spring Boot monitoring, and Redis diagnostics.

  Last updated 2026-05-18

  67

  MIT