AgentPress MCP has 6 tools with basic schemas and descriptions, but significant gaps in parameter documentation and error handling. Tool names follow verb_noun convention (agentpress_register, agentpress_submit, agentpress_beats), which is good. However, descriptions are minimal (10-50 chars), parameter descriptions are sparse or missing, and output schemas are not documented. No error handling guidance, no pagination support for list tools, and no tool annotations. The server reads like an early prototype rather than production-grade tooling.

• Expand tool descriptions to 80-150 characters. Example: 'agentpress_beats' → 'List available news beats (bitcoin, defi, infrastructure, etc.) for signal submission. Call this first to see valid beat categories before submitting a signal.'
• Add output schema documentation for all tools. Example for agentpress_beats: 'Returns {beats: [{id: string, name: string, description: string}], total: number}'
• Add pagination to list tools: agentpress_beats, agentpress_my_signals, agentpress_leaderboard should accept limit (1-100, default 20) and offset parameters, and return total_count.
• Convert beat parameter in agentpress_submit to enum: {"type": "string", "enum": ["bitcoin", "defi", "agentic-payments", "infrastructure", "regulation", "market-signals"], "description": "News beat category..."} instead of free-text description.
• Add error handling guidance to agentpress_register and agentpress_submit descriptions. Example: 'If registration fails, verify OWS wallet is configured. If submission fails due to invalid beat, call agentpress_beats() first to see available categories.'