# Documentation Accuracy Report
Generated: 2024-05-23
This report analyzes the accuracy of documentation against the actual codebase using semantic search.
## Methodology
- Search for key concepts mentioned in docs
- Verify if implementation matches documentation
- Flag discrepancies or outdated information
## Analysis Results
### 1. Outdated File References
**ISSUE**: Several documents reference `qdrant_mcp_server.py` which doesn't exist
- **Found in**:
- `CLAUDE.md` line 227
- `docs/complete-qdrant-setup-guide.md` line 11
- **Actual file**: `src/qdrant_mcp_context_aware.py`
- **Action**: Update all references to the correct filename
- **Status**: COMPLETED - All references updated
### 2. Deprecated Scripts Still Mentioned
**ISSUE**: Documentation mentions wrapper scripts that are now obsolete
- **Found in**:
- `docs/integrated-auto-indexing.md` line 203 mentions `./run_mcp_with_watch.sh`
- `install_with_watch.sh` references the wrapper script
- **Current approach**: Uses environment variables instead
- **Action**: Update docs to reflect environment variable approach
- **Status**: COMPLETED - All docs updated to use environment variables
### 3. Multiple Installation Scripts Confusion
**ISSUE**: Too many installation scripts with overlapping functionality
- **Found**:
- `install_global.sh` (current main)
- `install_context_aware.sh` (outdated)
- `install_with_watch.sh` (outdated)
- `install_global_cli.sh` (unclear purpose)
- `scripts/install_global_unified.sh` (duplicate)
- **Action**: Remove deprecated scripts, consolidate to single `install_global.sh`
- **Status**: COMPLETED - All deprecated scripts removed
### 4. HTTP Server Documentation Mismatch
**ISSUE**: Documentation inconsistently refers to HTTP server
- **HTTP server** (`src/http_server.py`) is for testing, not MCP
- **MCP server** (`src/qdrant_mcp_context_aware.py`) is the main server
- **Ports**: MCP uses stdio (no port), HTTP server would use 8081
- **Action**: Clarify that HTTP server is optional for testing only
- **Status**: COMPLETED - Added clarifications in README.md and CLAUDE.md
### 5. Configuration Script References
**ISSUE**: Old references to `configure_claude_code.sh`
- **Found in**: Multiple docs mention this script
- **Reality**: `install_global.sh` now handles all configuration
- **Action**: Remove references to separate configuration script
- **Status**: COMPLETED - All references have been removed
### 6. Directory Structure Documentation
**ISSUE**: Outdated directory structure in docs
- **Found in**: `docs/complete-qdrant-setup-guide.md`
- **Shows**: `qdrant_mcp_server.py`, missing actual files
- **Action**: Update to reflect current structure
- **Status**: COMPLETED - All directory structures updated
## Recommendations
1. **Consolidate Scripts**:
- Keep only `install_global.sh`
- Remove all deprecated installation scripts
- Update all docs to reference single installer
2. **Fix File References**:
- Replace all `qdrant_mcp_server.py` → `qdrant_mcp_context_aware.py`
- Update directory structure diagrams
3. **Clarify Server Roles**:
- MCP server: Main integration with Claude Code
- HTTP server: Optional testing interface
- Remove confusing HTTP server references from main docs
4. **Update Auto-Indexing Docs**:
- Remove references to wrapper scripts
- Focus on environment variable approach
- Update examples to show `export QDRANT_RAG_AUTO_INDEX=true`
5. **Remove Outdated Guides**:
- Consider removing or updating old playbooks
- Ensure all guides reference current implementation
## Files Needing Updates
Priority updates needed:
1. `CLAUDE.md` - Fix server filename references
2. `docs/complete-qdrant-setup-guide.md` - Update directory structure
3. `docs/integrated-auto-indexing.md` - Remove wrapper script references
4. `install_with_watch.sh` - Delete or update to use env vars
5. Remove duplicate installation scripts
## Conclusion
The documentation has accumulated outdated information as the project evolved. The main issues are:
- References to old filenames
- Multiple deprecated installation scripts
- Confusion between MCP and HTTP servers
- Outdated auto-indexing approach
A documentation cleanup focusing on the current unified approach would greatly improve clarity.
