all-agents-mcp
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TDQS
Scored across 14 tools
The 'ask' family of tools (ask_all, ask_agent, delegate_task, collaborate, verify) has overlapping purposes, especially between ask_all/delegate_task (both parallel) and ask_agent/delegate_task (single vs auto-routing). Code and meta tools are clearly distinct, but the query tools could cause misselection without careful reading.
Names mix patterns: verb_noun (ask_agent, review_code), verb_with (debug_with, explain_with, refactor_with), standalone verbs (collaborate, verify), and noun-based (agent_health). While most follow a verb-leading style, the suffixes and noun-only names break predictability.
14 tools is near the upper bound but reasonable for a multi-purpose agent integration server that covers querying, code tasks, web fetch, and system info. Each tool has a role, though some redundancy in the 'ask' cluster makes the count feel slightly high.
The server covers the main workflows: asking agents, delegating, collaborating, verifying, code review/debug/explain/test/refactor, web fetch, and agent/model discovery. Minor gaps exist (e.g., no task cancellation or history retrieval) but they are not critical for core usage.