Loading ToolBench
MCP server for automatically collecting, summarizing, documenting, and publishing vibe coding sessions
Server has 15 tools with schemas and descriptions present, but quality is inconsistent. Most tool descriptions are adequate (100-200 chars), but parameter descriptions lack specificity and constraints. Many parameters missing type information or validation guidance. No tool annotations (readOnlyHint/destructiveHint). Error handling guidance is absent. Tool naming follows verb_noun convention but some names are vague (e.g., 'batch', 'template'). Output schemas are not documented. Critical issue: tools like 'git' and 'batch' expose dangerous operations without confirmation patterns or permission gates.
Analyzes code for complexity, quality, security issues and generates insights using AI
Automatically generates tags for sessions based on content analysis
Executes multiple tools in batch mode with error handling and result aggregation
Collects and organizes code blocks from a vibe coding session with automatic language detection and deduplication
Creates structured session logs in markdown or JSON format with metadata and tags
Exports session data in various formats (JSON, CSV, Markdown, PDF)
Generates developer documentation in various formats (README, DESIGN, TUTORIAL, CHANGELOG, API, ARCHITECTURE)
git tool exposes arbitrary command execution without validation, permission gates, or confirmation. Accepts 'command' as free-form string, LLM could execute destructive commands (git reset --hard, git push --force). No error recovery guidance.
batch tool combines multiple tool invocations without atomic guarantees, rollback support, or per-operation error classification. If operation 5 of 10 fails, no guidance on compensation or retry strategy.
publish_document and create_session_log are WRITE operations but lack dry-run/confirmation patterns. Agent could publish to wrong platform or overwrite existing docs without user approval.
Inferred effective spec: <=2025-11-25.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | F | 46 | <=2025-11-25 | v2 |
Executes git commands and retrieves repository information
Converts markdown documents to platform-specific formats (Notion, GitHub Wiki, Obsidian, Confluence, Slack, Discord)
Creates and manages project profiles with metadata, technologies, and documentation links
Publishes documents to various platforms (Notion, GitHub Wiki, Obsidian, Confluence, Slack, Discord)
Retrieves and filters session history with pagination and search capabilities
Generates statistics and analytics for coding sessions
Extracts and summarizes design decisions from conversation logs using AI analysis
Manages and applies document templates for consistent documentation
Parameter descriptions lack specificity. 'options' object in normalize_for_platform and publish_document has no nested field descriptions. 'filter' in session_history is undocumented. LLM cannot infer valid filter syntax.
No output schemas documented. Tools return results but LLM cannot predict field names, types, or structure. Breaks tool chaining and forces discovery calls.