codeparse-mcp
by khuongtt
README.md
# codeparse-mcp
**Java/Xtend Code Parser → IR → Graph DB → MCP Server**
Knowledge base for AI-driven ISO 26262 ASIL-D unit test generation with 100% MC/DC + C0 + C1 coverage.
---
## Architecture (v3)
```
Java/Xtend Sources
│
├── JavaParser AST Extractor (Java CLI, production)
│ └── Decision IR (JSON, camelCase)
│ │
├── Xtend AST Extractor (line-based POC)
│ └── Decision IR (JSON, camelCase)
│ │
├── Fallback JS Java Parser (java-parser npm CST)
│ └── Decision IR (JSON, camelCase)
│ │
└── Fallback JS Xtend Parser (pattern-based)
└── Decision IR (JSON, camelCase)
│
▼
┌─────────────────────┐
│ ir-ingest.js │
│ Validate IR schema │
│ Compute MC/DC │
│ (centralized, not │
│ duplicated per │
│ parser) │
└──────────┬──────────┘
│
▼
┌─────────────────────┐
│ SQLite Graph DB │
│ (better-sqlite3) │
└──────────┬──────────┘
│
▼
┌─────────────────────┐
│ MCP Server │
│ 20 tools via stdio │
│ Compatible with: │
│ • GitHub Copilot │
│ • Claude Desktop │
│ • Any MCP client │
└─────────────────────┘
```
**Key design:** AI reads MCP only — never reads raw IR or source files directly. IR is an internal transport format.
---
## Quick Start
### Local
```bash
git clone <repo>
cd codeparse-mcp
npm install
# Initialize DB for your project
node src/cli/index.js init --root /path/to/your/project
# Parse all Java/Xtend files
node src/cli/index.js sync --root /path/to/your/project
# Check status
node src/cli/index.js status
```
### Docker
```bash
docker build -t codeparse-mcp:latest .
# Init DB
docker run --rm \
-v /your/project:/project:ro \
-v codeparse-data:/data \
codeparse-mcp:latest init
# Sync
docker run --rm \
-v /your/project:/project:ro \
-v codeparse-data:/data \
codeparse-mcp:latest sync
# Status
docker run --rm \
-v /your/project:/project:ro \
-v codeparse-data:/data \
codeparse-mcp:latest status
# Or with docker compose
PROJECT_ROOT=/your/project docker compose run --rm codeparse sync
```
---
## CLI Commands
| Command | Description |
|---------|-------------|
| `codeparse init [--force]` | Initialize/reset graph database |
| `codeparse sync [--force]` | Parse all files, sync changes only |
| `codeparse status [--errors]` | Show graph stats and health |
| `codeparse sync-file <path>` | Sync a single file (incremental) |
| `codeparse import-results --junit <path> [--jacoco <path>]` | Import JUnit/JaCoCo results |
| `codeparse evidence --asil <level> --class <qname> --output <dir>` | Generate ISO 26262 evidence package |
### Sync Options
```bash
codeparse sync \
--force # Re-parse all files
--include "**/*.java,**/*.xtend" # Custom patterns
--exclude "**/generated/**" # Extra exclusions
--verbose # Per-file progress
```
### Import Test Results
```bash
# Import JUnit XML + JaCoCo coverage
codeparse import-results \
--junit build/test-results/test # JUnit Surefire XML dir
--jacoco build/reports/jacoco/test/jacoco.xml
```
### Generate Evidence Package
```bash
codeparse evidence \
--asil D \
--class com.example.SafetyController \
--output evidence/
```
Generates 10-file ISO 26262 evidence package:
- Decision list, MC/DC matrix, test mapping, traceability matrix
- Coverage gap analysis, audit summary, test specification
- Requirements cross-reference, review checklist, compliance report
---
## MCP Integration
### GitHub Copilot (`.vscode/mcp.json`)
```json
{
"servers": {
"codeparse": {
"type": "stdio",
"command": "node",
"args": ["${workspaceFolder}/src/mcp/server.js"]
}
}
}
```
### Claude Desktop (`claude_desktop_config.json`)
See `config/claude-desktop-mcp.json` for full example.
---
## MCP Tools (20 total)
### Lifecycle
| Tool | Description |
|------|-------------|
| `codeparse_init` | Initialize/reset DB |
| `codeparse_sync` | Parse and sync all files |
| `codeparse_status` | DB health and statistics |
| `sync_file` | Sync a single file |
### Class Queries
| Tool | Description |
|------|-------------|
| `get_class` | Full class info (fields, hierarchy, annotations, ASIL) |
| `search_classes` | Find classes by name pattern |
### Method Queries
| Tool | Description |
|------|-------------|
| `get_methods` | All methods for a class |
| `search_methods` | Find methods by name/signature |
| `get_method_context` | Full source context: code, fields, calls, decisions, parse quality |
### Control Flow Graph
| Tool | Description |
|------|-------------|
| `get_cfg` | CFG nodes + edges for a method (C0/C1 coverage) |
| `get_decisions` | All decisions with decomposed atomic conditions (decision-UID scoped) |
### MC/DC (ISO 26262 ASIL-D)
| Tool | Description |
|------|-------------|
| `get_mcdc` | MC/DC conditions, truth tables, independence pairs per method |
| `get_mcdc_for_class` | All MC/DC data for entire class |
### Call Graph
| Tool | Description |
|------|-------------|
| `get_callees` | Methods called by a method (mock targets) |
| `get_callers` | Methods that call a method (impact analysis) |
### UT Generation (primary AI workflow)
| Tool | Description |
|------|-------------|
| `get_ut_context` | **Primary tool** — full context: class + methods + CFG + MC/DC + field accesses + boundary hints + mock targets in one call |
| `get_dependencies` | Import dependencies for a file |
### Evidence & Coverage (v2.5)
| Tool | Description |
|------|-------------|
| `import_test_results` | Import JUnit XML + JaCoCo XML coverage data |
| `get_coverage_summary` | Query line/branch/instruction coverage per class/method |
| `export_evidence_plan` | Generate 10-file ISO 26262 evidence package |
---
## What Gets Parsed
### Java
- Package and import declarations
- Class/interface/enum/annotation declarations (nested included)
- All modifiers, annotations, Javadoc
- Method signatures, parameters, return types, throws
- Field declarations with types and visibility
- CFG: if/for/while/do/switch/try/catch/return/throw/break/continue nodes and edges
- MC/DC: boolean condition decomposition via AST tree parser, truth tables, independence pairs
- `else if` kind detection (not plain `if`)
- Call graph: method invocations with line numbers
- Field access tracking (reads and writes via `this.` / `obj.`)
- ASIL level detection from `@ASIL_D` annotations or `/** @ASIL D */` Javadoc
- Exception types on CATCH/THROW CFG nodes
- Ternary expressions (`cond ? a : b`) as decisions
### Xtend
- Package, import, class declarations
- `def`, `override`, `dispatch` methods
- `val`/`var` fields + Java-style fields
- All visibility modifiers
- CFG: if/for/while/do/switch/try/catch/return/throw (pattern-based) with loop body edges
- MC/DC analysis on boolean expressions
- Balanced-parenthesis condition extraction (handles nested parens)
- Extension method detection
- `«IF»`/`«ELSEIF»` template condition parsing
- Ternary expressions with nested ternary support
- ASIL annotation detection
---
## Graph DB Schema
The SQLite database stores:
```
files → source file registry + SHA-256 for change detection
packages → Java package index
classes → class/interface/enum with full metadata + ASIL level
methods → method signatures + CFG stats + MC/DC summary + ASIL level
fields → class fields
cfg_nodes → CFG nodes per method (ENTRY, STATEMENT, BRANCH, LOOP, CATCH, THROW, ...)
cfg_edges → CFG edges (sequential, true_branch, false_branch, exception, loop_back)
call_edges → caller → callee relationships
field_accesses → per-method field read/write tracking (mock/state setup)
dependencies → file-level import and type dependencies
decisions → each branch point (if/while/for/ternary/etc.) with expression
conditions → atomic conditions decomposed from decisions (condition-UID scoped)
mcdc_conditions → expanded MC/DC with truth tables and independence pairs
mcdc_pairs → normalized per-condition independence pairs with test vectors
test_cases → test-to-target method traceability
test_results → JUnit execution results (from Surefire XML)
coverage_records → JaCoCo line/branch/instruction coverage
evidence_log → evidence package generation tracking
parse_errors → per-file error log
```
---
## Evidence Export Package (v2.5)
The `export_evidence_plan` MCP tool (or `codeparse evidence` CLI) generates 10 ISO 26262 evidence files:
| File | Content |
|------|---------|
| `01_decision_list.xlsx` | All decisions with UIDs, kind, expression, conditions |
| `02_mcdc_matrix.xlsx` | MC/DC independence pairs per condition |
| `03_test_mapping.xlsx` | Test cases mapped to decisions/conditions |
| `04_traceability_matrix.xlsx` | Requirements → decisions → tests |
| `05_coverage_gap_analysis.xlsx` | Uncovered branches/pairs analysis |
| `06_audit_summary.md` | Audit trail with timestamps |
| `07_test_specification.md` | Generated test specification |
| `08_requirements_cross_ref.md` | ISO 26262 requirement cross-reference |
| `09_review_checklist.md` | Peer review checklist |
| `10_compliance_report.md` | ASIL-D compliance summary |
---
## Incremental Sync
Files tracked by SHA-256 hash. On each `sync`:
- New files → parsed and inserted
- Changed files → deleted from DB (cascade) and re-parsed
- Unchanged files → skipped (fast)
- Call graph → second-pass resolution of caller→callee IDs
- Content hash prevents re-parsing identical files on repeated runs
Safe to run on every save or in CI without performance penalty.
---
## Extractor Chain (Auto-Fallback)
When parsing a file, the system tries in order:
1. **Java AST Extractor** (`extractors/java/`) — Java CLI tool using JavaParser library, produces full IR
2. **Xtend AST Extractor** (`extractors/xtend/`) — line-based POC, template_if/elseif/ternary support
3. **Fallback JS parser** — `java-parser.js` (CST via npm) or `xtend-parser.js` (pattern-based)
Extractors produce camelCase IR JSON. Fallback runs if Java is not available.
MC/DC pair computation is centralized in `ir-ingest.js` — not duplicated per parser.
---
## Configuration (`.codeparse.json`)
```json
{
"projectRoot": "/path/to/project",
"dbPath": "/path/to/.codeparse/graph.db",
"include": ["**/*.java", "**/*.xtend"],
"exclude": [
"**/node_modules/**",
"**/build/**",
"**/target/**",
"**/.gradle/**",
"**/generated/**"
]
}
```
Environment variable override (for Docker): `CODEPARSE_PROJECT_ROOT`, `CODEPARSE_DB_PATH`.
---
## Extending: Add More Languages
1. Add parser in `src/parser/<lang>-parser.js` exporting `parse<Lang>(source, path)` → `{ packageName, imports, classes }`
2. Add AST extractor in `extractors/<lang>/` producing camelCase IR JSON
3. Add extension to `include` globs in config
4. Register parsing branch in `src/graph/builder.js` `syncProject` switch
5. IR ingest in `src/graph/ir-ingest.js` handles MC/DC automatically
---
## Known Gaps (P3)
- No lambda/stream support — `.filter().map()` logic invisible to CFG
- No switch expressions (Java 17+ `->` arrow cases)
- No `dispatch` method support in Xtend parser
- No Xtend extension method resolution
- No JML/pre-post condition parsing
- No requirement/safety-goal traceability table in schema
---
## Requirements
- Node.js ≥ 20
- Or Docker (no Node required on host)
- SQLite (bundled via better-sqlite3)
This server cannot be deployed
Maintenance
ActivityStale
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