Bluprint Mcp
D 57 completed
Other
unknown / java · tiny
23
Files
1,353
LOC
1
Frameworks
4
Languages
Pipeline State
completedRun ID
#1510173Phase
doneProgress
0%Started
2026-04-16 13:24:34Finished
2026-04-16 13:24:34LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
19.84Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #47319
Member of a group with 123 similar repo(s) — canonical #189146 view group →
Repobility — the code-quality scanner for AI-generated software · https://repobility.com
AI Prompt
Build me a Spring Boot application that acts as an MCP server to connect Claude to iMIS membership data. I need it to expose several tools: `lookup_member` by iMIS Party ID, `search_members` by name or email, `get_chapter_roster`, `run_iqa_query` for executing saved IQA queries, `check_financial_standing`, and `list_groups`. The setup should guide the user on prerequisites like Java 21+, Maven, and how to configure credentials via environment variables or system properties for local testing and connection to Claude Desktop.
java spring-boot mcp imis api tooling backend membership-data
Generated by gemma4:latest
Catalog Information
Build me a Spring Boot application that acts as an MCP server to connect Claude to iMIS membership data. I need it to expose several tools: lookup_member by iMIS Party ID, search_members by name or email, get_chapter_roster, run_iqa_query for executing saved IQA queries, check_financial_standing, and list_groups. The setup should guide the user on prerequisites like Java 21+, Maven, and how to configure credentials via environment variables or system properties for local testing and
Tags
java spring-boot mcp imis api tooling backend membership-data
Quality Score
D
57.3/100
Structure
48
Code Quality
80
Documentation
40
Testing
0
Practices
78
Security
100
Dependencies
80
Strengths
- Consistent naming conventions (PascalCase)
- Good security practices — no major issues detected
Weaknesses
- No LICENSE file — legal ambiguity for contributors
- No tests found — high risk of regressions
- No CI/CD configuration — manual testing and deployment
- 129 duplicate lines detected — consider DRY refactoring
- 1 'god files' with >500 LOC need decomposition
Recommendations
- Add a test suite — start with critical path integration tests
- Set up CI/CD (GitHub Actions recommended) to automate testing and deployment
- Add a linter configuration to enforce code style consistency
- Add a LICENSE file (MIT recommended for open source)
Languages
Frameworks
Spring Boot
Symbols
variable203
method36
class18
function13
constant3
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