AgentVision
AgentVision is a debug flight recorder MCP server that watches a target program, captures its window and logs, and exposes time-aligned, verified evidence through 90 MCP tools so AI agents can debug running programs without hallucinating.
Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.
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⚡ Connect GitHub → continuous verification on every pushwhy connect →Who stands behind it
MeatThrob
Source: Glama
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Install from
The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.
AGENTVISION_BRIDGE_URLAGENTVISION_HTTP_TIMEOUTAGENTVISION_SUBSCRIBE_PUSHAGENTVISION_SUBSCRIBE_QUIET_MSAGENTVISION_HOOK_DEADLINE_SAGENTVISION_HOOK_TIMEOUT_SAGENTVISION_HOOK_DEBUGAGENTVISION_HOOK_JSONAGENTVISION_STATE_DIRAGENTVISION_PUSH_MODEAGENTVISION_TRANSCRIPT_DIRSAGENTVISION_VISUAL_OCR_SCANAGENTVISION_VISUAL_OCR_GAP_MSAGENTVISION_VISUAL_EVENT_CAPAGENTVISION_RECORDERAGENTVISION_RECORDER_WINDOW_SAGENTVISION_RECORDER_TAIL_SAGENTVISION_RECORDER_MAX_FRAMESAGENTVISION_RECORDER_INCIDENT_CAPAGENTVISION_HYDRATE_PARSE_LIMITAGENTVISION_HW_BLACKBOXAGENTVISION_SAVE_FOLDERAGENTVISION_ACTIVE_PROFILEAGENTVISION_RUN_TESTSAGENTVISION_INTERVALAGENTVISION_MIN_INTERVALAGENTVISION_MAX_INTERVALAGENTVISION_STUCK_THRESHOLD_SAGENTVISION_FP_HISTORYAGENTVISION_OBSERVER_DIRAGENTVISION_SOURCE_STALE_SAGENTVISION_SRC_RECHECK_SAGENTVISION_DAEMON_PID_FILEPYTHONPATHor with set — and that is the wrong directory forAGENTVISION_BASELINESAGENTVISION_AMBIENT_TTL_MSAGENTVISION_RAW_PUSH_CAPAGENTVISION_SWALLOW_CAPAGENTVISION_CATCH_SWALLOWEDAGENTVISION_PROJECTAGENTVISION_LOG_DIRAGENTVISION_RUN_IDSystemDriveAGENTVISION_RECORD_INPUTAGENTVISION_WATCH_DISABLEAGENTVISION_WATCH_INTERVALAGENTVISION_HOOKEDAGENTVISION_RAW_HOOKEDAGENTVISION_AMBIENT_STOP_BLOCKAGENTVISION_AMBIENT_HEARTBEAT_CAPAGENTVISION_RAW_ALWAYSAGENTVISION_AMBIENT_NOTICE_CAPAGENTVISION_AMBIENT_ALERT_CAPAGENTVISION_AMBIENT_GAP_HEARTBEAT_MSAGENTVISION_AMBIENT_GAP_NOTICE_MSAGENTVISION_AMBIENT_GAP_ALERT_MSAGENTVISION_AMBIENT_MAX_STOP_BLOCKSAGENTVISION_AMBIENT_MAX_SESSIONSAGENTVISION_AMBIENT_MAX_FPAGENTVISION_CORRECTION_FREEZE_SAGENTVISION_CONTENT_SEVERITYAGENTVISION_STALE_LOG_SAGENTVISION_DAEMON_PROFILEAGENTVISION_HOOK_REVERIFY_SAGENTVISION_HW_INTERVAL_SAGENTVISION_HW_MAX_BYTESAGENTVISION_HW_CAPSULE_TAIL_SAGENTVISION_HW_CAPSULE_CAPAGENTVISION_BLACKBOX_DIRSystemRootSHELLCOMSPECAGENTVISION_LHM_URLAGENTVISION_HWMON_ROOTAGENTVISION_POWERCAP_ROOTAGENTVISION_OCR_ENGINEWINDIRDISPLAYWAYLAND_DISPLAYXDG_SESSION_TYPEAGENTVISION_DISK_BUDGETAGENTVISION_MIN_FREE_DISKAGENTVISION_EXAMINEAGENTVISION_ARCHIVEAGENTVISION_UITREE_MAX_NODESAGENTVISION_UITREE_MAX_DEPTHAGENTVISION_UITREE_TEXT_CAPAGENTVISION_UITREE_DEADLINE_MSAGENTVISION_VISUAL_GRID_COLSAGENTVISION_VISUAL_GRID_ROWSAGENTVISION_VISUAL_CELL_DELTAAGENTVISION_VISUAL_FREEZE_SECSAGENTVISION_VISUAL_LAYOUT_CHANGEAGENTVISION_VISUAL_MIN_CHANGEAGENTVISION_VISION_TIERAGENTVISION_QUAD_TAUAGENTVISION_QUAD_DEPTHAGENTVISION_QUAD_MIN_PXAGENTVISION_TEXT_DENSITY_THRESHOLDAGENTVISION_LSOF_TIMEOUT_STool annotations
2/94 tools have annotations
Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.
All four hints declared on every tool
94/94 tools missing one or more hints — av_status (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); av_preflight (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); av_add_adapter (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +91 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.
For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.
Tool test coverage
54/94 tools referenced in tests (57%)
Write tests that reference each tool by name so every tool has at least one test.
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