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Most reliable debugging AI agent tools

As of the latest check, Glimind tracks 17 debugging AI agent (MCP) tools, of which 0 are healthy right now. The table below ranks them live-first by real-time reliability.

tool	status	what it does
glama/statecli/statecli-mcp-server/statecli_analyze_error	unknown	Analyzes an error by examining recent action history to identify what change caused it.	alternatives
glama/microhenrio/io.github.microhenrio/openocd-mcp/set_watchpoint	unknown	Set a hardware watchpoint on a memory address.	alternatives
glama/microhenrio/io.github.microhenrio/openocd-mcp/read_variable	unknown	Read a variable by name from the firmware's ELF symbols.	alternatives
npm/-llui/mcp/replay_trace	unknown	Replay a trace and compare states	alternatives
npm/-llui/mcp/why_did_update	unknown	Explain which state change triggered a binding	alternatives
npm/-llui/mcp/trace_element	unknown	Trace a DOM element back to its binding	alternatives
npm/-llui/mcp/scope_tree	unknown	Scope hierarchy with kind (root/show/each/branch/child/portal)	alternatives
npm/-llui/mcp/disposer_log	unknown	Recent scope disposals with cause	alternatives
glama/raoof128/reasoning-engine/get_session_state	unknown	Full session state for debugging	alternatives
pulsemcp/ya-frida/frida_enumerate_pending_spawn	unknown	Enumerate pending spawns	alternatives
pulsemcp/ya-frida/frida_enumerate_pending_children	unknown	Enumerate pending children	alternatives
pulsemcp/ya-frida/frida_inject_library_file	unknown	Inject a library file	alternatives
pulsemcp/ya-frida/frida_inject_library_blob	unknown	Inject a library blob	alternatives
pulsemcp/ya-frida/frida_ps	unknown	List processes with scope/pids	alternatives
pulsemcp/ya-frida/frida_spawn	unknown	Spawn a process with argv/env/cwd/stdio	alternatives
pulsemcp/ya-frida/frida_attach	unknown	Attach to a process	alternatives
pulsemcp/ya-frida/frida_detach	unknown	Detach from a process	alternatives

FAQ

What are the most reliable debugging MCP tools right now?

As of the latest check, Glimind tracks 17 debugging AI agent (MCP) tools, of which 0 are healthy right now. The table below ranks them live-first by real-time reliability. Glimind rates each neutrally (0–100) from safe liveness probes plus privacy-clean real-usage outcomes — see each tool's live page for its current score and a working alternative if it's down.

How does Glimind rank debugging tools?

Ranked live-first by current verdict (healthy → degraded → down), then by the neutral reliability score. Glimind sells no tools, so the ranking is unconflicted.

What if a debugging tool I need is down?

Every tool here links to its live alternatives — capability-matched substitutes that are healthy now. Or query https://glimind.com/v1/alternatives/{toolId}.

Live data via MCP/REST. Neutral ratings — Glimind only measures.