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nodebench
260 MCP tools across 49 domains. AI Flywheel, quality gates, research, web scraping.
Tools
441
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Installs / wk
206
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Tools & capabilities
441 toolsRead from the published package source — this server runs locally, so there is no endpoint to query. Names are taken from the code, not observed at runtime, and descriptions are often absent.
abandon_cycle
from source
accept_shared_task
from source
ack_shared_context
from source
add_forecast_evidence
from source
add_rss_source
from source
analyze_voice_config
from source
archive_content
from source
ask_context
from source
assess_risk
from source
attach_execution_evidence
from source
audit_openclaw_skills
from source
benchmark_models
from source
bind_local_account
from source
build_banking_packet
from source
build_before_after_memo
from source
build_causal_chain
from source
build_claim_graph
from source
build_company_packet
from source
build_company_profile_starter
from source
build_diligence_packet
from source
build_founder_operating_model
from source
build_investor_packet
from source
build_shared_context_subscription
from source
build_shared_context_subscription_manifest
from source
build_slack_onepager
from source
build_submission_export
from source
build_temporal_graph
from source
burn_rate_sanity
from source
call_driver_tool
from source
call_webmcp_tool
from source
cheapest_valid_path
from source
check_agent_inbox
from source
check_framework_updates
from source
check_openclaw_setup
from source
check_peer_messages
from source
check_plugin_update_readiness
from source
check_webmcp_setup
from source
claim_agent_task
from source
claim_verification_scan
from source
classify_failure
from source
cleanup_stale_runs
from source
compare
from source
compare_eval_runs
from source
compare_founder_directions
from source
compare_savings
from source
compare_workflow_paths
from source
compile_decision_packet
from source
compile_environment_spec
from source
compile_scenarios
from source
compile_tension_model
from source
complete_autonomy_benchmark
from source
complete_eval_run
from source
complete_execution_run
from source
complete_shared_task
from source
compute_calibration
from source
compute_dimension_profile
from source
configure_channel_preferences
from source
connect_channels
from source
create_forecast
from source
create_proof_pack
from source
create_workspace_folder
from source
csv_aggregate
from source
csv_select_rows
from source
decide_re_update
from source
decision_quality_scan
from source
delegate_founder_issue
from source
delete_learning
from source
delta_brief
from source
delta_compare
from source
delta_diligence
from source
delta_handoff
from source
delta_memo
from source
delta_packets
from source
delta_retain
from source
delta_review
from source
delta_scan
from source
delta_self_dogfood
from source
delta_watch
from source
design_voice_pipeline
from source
detect_company_mode
from source
detect_contradictions
from source
detect_repeated_questions
from source
detect_subvertical
from source
detect_temporal_signal
from source
detect_vertical
from source
diff_crawl
from source
diff_outputs
from source
diff_screenshots
from source
disconnect_driver
from source
disconnect_webmcp_origin
from source
discover_infrastructure
from source
dismiss_alert
from source
distribution_surface_scan
from source
dive_record_test_step
from source
end_component_flow
from source
end_dogfood_session
from source
end_openclaw_session
from source
enforce_merge_gate
from source
entity_lookup
from source
escalate_shared_task
from source
evidence_gap_scan
from source
export_crunchbase_profile
from source
export_dimension_bundle
from source
export_pitchbook_profile
from source
export_yc_application_context
from source
extract_fractions_and_simplify_from_image
from source
extract_patent_claims
from source
extract_publication_metadata
from source
extract_regulatory_artifacts
from source
extract_structured_data
from source
extract_trial_evidence
from source
extract_variables
from source
fetch_rss_feeds
from source
fetch_url
from source
financial_hygiene_check
from source
find_contradictions_for
from source
flag_important_change
from source
forecast_temporal_trend
from source
founder_company_naming_pack
from source
founder_deep_context_gather
from source
founder_delegation_boundary_scan
from source
founder_gaps_detect
from source
founder_local_synthesize
from source
founder_local_weekly_reset
from source
founder_materials_check
from source
founder_next_unlocks
from source
founder_ontrack_scorecard
from source
founder_packet_diff
from source
founder_packet_history_diff
from source
founder_packet_validate
from source
founder_readiness_score
from source
founder_stage_assess
from source
founder_target_customer_map
from source
generate_academic_caption
from source
generate_countermodels
from source
generate_flicker_report
from source
generate_proposal_memo
from source
generate_report
from source
generate_self_instructions
from source
generate_team_install_plan
from source
generate_zero_draft
from source
get_ab_test_report
from source
get_active_forecasts
from source
get_agent_role
from source
get_annual_retrospective
from source
get_autopilot_status
from source
get_batch_run_history
from source
get_benchmark_history
from source
get_benchmark_oracles
from source
get_benchmark_report
from source
get_boilerplate_status
from source
get_causal_chain
from source
get_compaction_recovery
from source
get_context_bundle
from source
get_daily_brief_summary
from source
get_daily_log
from source
get_dimension_profile
from source
get_distribution_surfaces
from source
get_dogfood_sessions
from source
get_dogfood_telemetry
from source
get_engine_context_health
from source
get_entity_graph_summary
from source
get_event_ledger
from source
get_failure_triage
from source
get_figma_flow_results
from source
get_figma_flow_status
from source
get_flicker_results
from source
get_flicker_status
from source
get_flywheel_status
from source
get_forecast_chain
from source
get_forecast_evidence
from source
get_forecast_track_record
from source
get_founder_execution_order
from source
get_founder_job_topology
from source
get_founder_packet_resource
from source
get_founder_progression_rubric
from source
get_gate_history
from source
get_gate_preset
from source
get_important_changes
from source
get_improvement_recommendations
from source
get_ingest_status
from source
get_judge_history
from source
get_latest_signals
from source
get_messaging_health
from source
get_monthly_report
from source
get_narrative_status
from source
get_observability_summary
from source
get_openclaw_delivery_status
from source
get_openclaw_results
from source
get_ops_dashboard
from source
get_packet_lineage
from source
get_parallel_status
from source
get_path_replay
from source
get_proactive_alerts
from source
get_project_context
from source
get_quarterly_review
from source
get_recon_summary
from source
get_regression_gate
from source
get_repeat_cognition_metrics
from source
get_role_packet_defaults
from source
get_self_directed_delivery_run
from source
get_self_eval_report
from source
get_session_journal
from source
get_session_profile
from source
get_shared_context_packet
from source
get_shared_context_peer
from source
get_shared_context_snapshot
from source
get_signal_recommendations
from source
get_source_trust_policy
from source
get_state_diff_history
from source
get_subconscious_hint
from source
get_sync_bridge_status
from source
get_tool_quick_ref
from source
get_trajectory_analysis
from source
get_trajectory_summary
from source
get_traversal_plan
from source
get_usage_insights
from source
get_verification_status
from source
get_view_capabilities
from source
get_view_state
from source
get_weekly_summary
from source
get_workflow_chain
from source
get_workflow_history
from source
grade_fraction_quiz_from_image
from source
graphify_report
from source
graphify_status
from source
gtm_script_builder
from source
harness_list_runs
from source
heartbeat_shared_context_peer
from source
hiring_gap_scan
from source
ingest_claude_code_sessions
from source
ingest_codebase_changes
from source
ingest_temporal_observation
from source
ingest_upload
from source
install_nodebench_plugin
from source
invalidate_shared_context
from source
investigate
from source
json_select
from source
judge_session
from source
link_durable_objects
from source
list_agent_tasks
from source
list_available_toolsets
from source
list_available_views
from source
list_contradictions
from source
list_dimension_evidence
from source
list_dimension_interactions
from source
list_dimension_snapshots
from source
list_driver_tools
from source
list_eval_runs
from source
list_extracted_skill_templates
from source
list_founder_issue_packets
from source
list_learnings
from source
list_openclaw_channels
from source
list_pending_sync_operations
from source
list_self_directed_delivery_runs
from source
list_shared_context_peers
from source
list_skills
from source
list_stale_packets
from source
list_verification_cycles
from source
list_webmcp_tools
from source
list_workspace
from source
load_diligence_pack
from source
load_session_notes
from source
log_benchmark_milestone
from source
log_gap
from source
log_phase_findings
from source
log_recon_finding
from source
log_test_result
from source
log_tool_call
from source
manage_task_list
from source
meeting_notes_extract_decisions
from source
monitor_repo
from source
open_core_boundary_advisor
from source
open_local_dashboard
from source
open_operating_dashboard
from source
overstory_mail_log
from source
overstory_merge_queue
from source
overstory_qa_summary
from source
partnership_target_map
from source
pdf_search_text
from source
propose_shared_task
from source
publish_founder_issue_packet
from source
publish_shared_context
from source
publish_to_queue
from source
pull_profile
from source
pull_report
from source
pull_shared_context
from source
query_daily_brief
from source
query_funding_entities
from source
query_graphify
from source
query_research_queue
from source
query_temporal_signals
from source
query_view_data
from source
queue_sync_operation
from source
rank_interventions
from source
rate_packet_usefulness
from source
read_csv_file
from source
read_docx_text
from source
read_image_ocr_text
from source
readiness_scan
from source
read_json_file
from source
read_jsonl_file
from source
read_pdf_text
from source
read_pptx_text
from source
read_text_file
from source
read_workspace_file
from source
read_xlsx_file
from source
record_dogfood_telemetry
from source
record_eval_result
from source
record_event
from source
record_execution_decision
from source
record_execution_step
from source
record_execution_verification
from source
record_fix_attempt
from source
record_learning
from source
record_manual_correction
from source
record_path_step
from source
record_provenance_receipt
from source
record_repeated_question
from source
record_state_diff
from source
record_sync_artifact
from source
record_sync_outcome
from source
refresh_subconscious
from source
register_shared_context_peer
from source
reject_shared_task
from source
release_agent_task
from source
report
from source
request_execution_approval
from source
resolve_forecast
from source
resolve_founder_issue
from source
resolve_gap
from source
retention_get_status
from source
retention_register_connection
from source
retention_status
from source
retention_sync
from source
retention_sync_findings
from source
review_paper_as_reviewer
from source
review_pr_checklist
from source
route_founder_packet
from source
run_autonomous_loop
from source
run_browserstack_benchmark_lane
from source
run_closed_loop
from source
run_competitor_signal_benchmark
from source
run_deep_sim
from source
run_founder_autonomy_benchmark
from source
run_mandatory_flywheel
from source
run_packet_to_implementation_benchmark
from source
run_quality_gate
from source
run_recon
from source
run_self_directed_delivery_loop
from source
run_self_maintenance
from source
run_signal_sweep
from source
run_sync_bridge_flush
from source
run_tests_cli
from source
runway_check
from source
sandbox_ingest
from source
sandbox_search
from source
sandbox_stats
from source
save_research_resource
from source
save_session_note
from source
scaffold_directory
from source
scaffold_openclaw_project
from source
scan_dependencies
from source
scan_webmcp_origin
from source
score_compounding
from source
score_scenario_branch
from source
scrapling_crawl_stop
from source
search
from source
search_content_archive
from source
search_learnings
from source
self_implement
from source
send_agent_message
from source
send_openclaw_message
from source
send_peer_message
from source
service_to_dashboard_path
from source
share_create_packet_link
from source
share_get_packet_link
from source
share_revoke_packet_link
from source
shortest_valid_path
from source
site_map
from source
solve_bass_clef_age_from_image
from source
solve_green_polygon_area_from_image
from source
solve_red_green_deviation_average_from_image
from source
solve_storage_upgrade_cost_per_file_from_image
from source
start_dogfood_session
from source
start_eval_run
from source
start_execution_run
from source
start_verification_cycle
from source
submission_readiness_score
from source
suggest_optimizations
from source
suggest_tests
from source
summarize
from source
summarize_session
from source
sync_company
from source
sync_daily_brief
from source
sync_figma_tokens
from source
sync_operator_profile
from source
sync_report
from source
synthesize_extension_plan
from source
synthesize_integration_proposal
from source
synthesize_recon_to_learnings
from source
team_alignment_check
from source
thompson_anti_elitism_lint
from source
thompson_feynman_edit
from source
thompson_quality_gate
from source
thompson_visual_map
from source
thompson_write
from source
toon_decode
from source
track
from source
track_action
from source
track_entity_changes
from source
track_intent
from source
track_milestone
from source
transcribe_audio_file
from source
translate_academic
from source
traverse_entity_graph
from source
trigger_batch_run
from source
trigger_investigation
from source
triple_verify
from source
ui_dive_bugs
from source
ui_dive_changelogs
from source
ui_dive_components
from source
ui_dive_design_issues
from source
ui_dive_fix_verifications
from source
ui_dive_interaction_tests
from source
ui_dive_screenshots
from source
unload_toolset
from source
update_company_truth
from source
update_forecast_probability
from source
upsert_durable_object
from source
validate_shortcut
from source
watchlist_add_entity
from source
watchlist_get_alerts
from source
watchlist_list_entities
from source
watchlist_refresh_entities
from source
workflow_adoption_scan
from source
xlsx_aggregate
from source
xlsx_select_rows
from source
zip_extract_file
from source
zip_list_files
from source
zip_read_text_file
from source