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Physical Capability Cloud

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Discover, hire, and verify real-world physical capability through MCP.

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Status
Unhealthy
Last Tested
Transport
Streamable HTTP
URL
Repository
LamaSu/physical-capability-cloud
GitHub Stars
1

TDQS

A3.5/5.0

Scored across 255 tools

Disambiguation4/5

Most tools have specific names that clearly distinguish their purpose, e.g., get_kernel vs get_kernel_devices. However, some generic verbs like report_anomaly and report_protocol_failure could cause confusion, and there are many get_/list_ variants.

Naming Consistency4/5

The naming convention is predominantly snake_case verb_noun, which is consistent. However, some tools use the pcc_ prefix while most do not, and there is minor mixing of get_ vs list_ patterns, but overall it is predictable.

Tool Count2/5

With 255 tools, the count is excessively high even for a broad domain. It overwhelms agents and makes selection costly. The server would benefit from consolidation or modularization.

Completeness4/5

The tool surface is remarkably comprehensive, covering registration, job lifecycle, escrow, verification, onboarding, logistics, marketplace, IP, and more. Minor gaps exist (e.g., no tool for deleting a kernel or user management beyond API keys), but overall it is well-covered.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 255 tool updates
    • First observedactivate_registration
    • First observedadvance_automation
    • First observedanalyze_machine_docs
    • First observedapprove_registration
    • First observedapprove_token
    • First observedarchive_encrypted_bundle
    • First observedarchive_evidence
    • First observedattach_operator_channel
    • First observedbuild_contract
    • First observedcalculate_price
    • First observedcalculate_roi
    • First observedcancel_protocol_run
    • First observedcheck_invite
    • First observedcheck_support_replies
    • First observedclaim_bounty
    • First observedclaim_ip_revenue
    • First observedclaim_pool
    • First observedclose_pool
    • First observedcommit_evidence
    • First observedconvert_bounty_to_pool
    • First observedcreate_capability
    • First observedcreate_investment_pool
    • First observedcreate_kernel
    • First observedcreate_protocol
    • First observedcreate_protocol_run
    • First observedcreate_shipment
    • First observeddelete_operator_channel
    • First observeddeposit_bond
    • First observeddispute_verification
    • First observeddistribute_royalties
    • First observedemit_telemetry
    • First observedexecute_composition
    • First observedfile_escrow_dispute
    • First observedfork_dashboard
    • First observedfork_protocol
    • First observedfund_escrow
    • First observedget_active_telemetry
    • First observedget_agent_anomalies
    • First observedget_anomaly_stats
    • First observedget_automation_status
    • First observedget_bounty_leaderboard
    • First observedget_build_options
    • First observedget_bundle_ipfs
    • First observedget_capability_ip
    • First observedget_composition
    • First observedget_dashboard
    • First observedget_demand_supply
    • First observedget_depin_stats
    • First observedget_equipment_classes
    • First observedget_escrow
    • First observedget_escrow_chain_state
    • First observedget_escrow_dispute
    • First observedget_escrow_events
    • First observedget_evidence_bundle
    • First observedget_installations
    • First observedget_ip_lineage
    • First observedget_ip_revenue
    • First observedget_job
    • First observedget_job_telemetry
    • First observedget_kernel
    • First observedget_kernel_devices
    • First observedget_kernel_jobs
    • First observedget_kernel_sensors
    • First observedget_lit_conditions
    • First observedget_logistics_overview
    • First observedget_marketplace_overview
    • First observedget_operator_certs
    • First observedget_operator_dashboard
    • First observedget_operator_earnings
    • First observedget_operator_machines
    • First observedget_operator_status
    • First observedget_pool
    • First observedget_pool_earnings
    • First observedget_popular_csd_templates
    • First observedget_protocol
    • First observedget_protocol_forks
    • First observedget_protocol_run
    • First observedget_registration
    • First observedget_sensor_channels
    • First observedget_settlement_epochs
    • First observedget_settlement_status
    • First observedget_shipment_quote
    • First observedget_shipments
    • First observedget_space
    • First observedget_space_bookings
    • First observedget_subnet_miners
    • First observedget_subnet_status
    • First observedget_telemetry_logs
    • First observedget_telemetry_stats
    • First observedget_token_allowance
    • First observedget_token_balance
    • First observedget_top_demand
    • First observedget_transfer_graphs
    • First observedget_unresolved_anomalies
    • First observedget_verification_assignments
    • First observedget_verification_status
    • First observedget_workflow
    • First observedget_workflows
    • First observedget_write_status
    • First observedgrant_evidence_access
    • First observedkernel_announce_capabilities
    • First observedkernel_heartbeat
    • First observedlist_api_keys
    • First observedlist_automation_status
    • First observedlist_batches
    • First observedlist_bounties
    • First observedlist_capability_types
    • First observedlist_conversations
    • First observedlist_escrows
    • First observedlist_evidence
    • First observedlist_evidence_grants
    • First observedlist_jobs
    • First observedlist_kernels
    • First observedlist_operator_channels
    • First observedlist_pools
    • First observedlist_protocol_runs
    • First observedlist_protocols
    • First observedlist_registrations
    • First observedlist_transfer_agents
    • First observedlit_decrypt
    • First observedmarketplace_categories
    • First observedmarketplace_create_listing
    • First observedmarketplace_delete_listing
    • First observedmarketplace_get_listing
    • First observedmarketplace_get_order
    • First observedmarketplace_list_listings
    • First observedmarketplace_list_orders
    • First observedmarketplace_place_order
    • First observedmarketplace_update_listing
    • First observedmatch_spaces
    • First observedmint_certificate
    • First observednear_intent
    • First observednear_intent_status
    • First observednear_quote
    • First observednear_status
    • First observedonboard_machine
    • First observedoperator_heartbeat
    • First observedoperator_poll_jobs
    • First observedoperator_push_evidence
    • First observedoperator_update_job_status
    • First observedpause_protocol_run
    • First observedpay_ip_royalty
    • First observedpcc_assign_node_operator
    • First observedpcc_camera_latest
    • First observedpcc_cancel_request
    • First observedpcc_capture_anchor
    • First observedpcc_capture_challenge
    • First observedpcc_capture_class_registry
    • First observedpcc_capture_status
    • First observedpcc_capture_upload
    • First observedpcc_chat_history
    • First observedpcc_chat_send
    • First observedpcc_contributor_list
    • First observedpcc_contributor_register
    • First observedpcc_create_scope
    • First observedpcc_decompose_request
    • First observedpcc_dht_announce
    • First observedpcc_dht_metrics
    • First observedpcc_dht_peers
    • First observedpcc_dht_query
    • First observedpcc_generate_ui
    • First observedpcc_get_request
    • First observedpcc_get_request_critical_path
    • First observedpcc_get_request_dag
    • First observedpcc_get_tool_manifest
    • First observedpcc_get_tool_result
    • First observedpcc_job_complete
    • First observedpcc_job_settlement
    • First observedpcc_list_requests
    • First observedpcc_list_verdicts
    • First observedpcc_onboard_session_build_agent
    • First observedpcc_onboard_session_ingest_docs
    • First observedpcc_onboard_session_live_data
    • First observedpcc_onboard_session_scrape
    • First observedpcc_onboard_session_start
    • First observedpcc_onboard_session_status
    • First observedpcc_oracle_status
    • First observedpcc_oracle_verify
    • First observedpcc_orchestrator_list_templates
    • First observedpcc_orchestrator_match_capabilities
    • First observedpcc_protocol_fee
    • First observedpcc_publish_request
    • First observedpcc_relay_generic_tool_call
    • First observedpcc_relay_tool_call
    • First observedpcc_report
    • First observedpcc_revoke_scope
    • First observedpcc_schedule_evaluate
    • First observedpcc_schedule_get
    • First observedpcc_schedule_publish
    • First observedpcc_scope_audit
    • First observedpcc_submit_paid_job
    • First observedpcc_submit_request
    • First observedpcc_training_manifest_get
    • First observedpcc_training_manifest_set
    • First observedpcc_trilobio_build_config
    • First observedpcc_trilobio_capability_template
    • First observedpcc_trilobio_validate_options
    • First observedpcc_trilobio_validate_script
    • First observedpcc_update_node_status
    • First observedpcc_update_request
    • First observedpcc_verifier_health
    • First observedpropose_composition
    • First observedprotocol_create_escrow
    • First observedprotocol_escrow_fees
    • First observedprotocol_fee
    • First observedprotocol_state
    • First observedprotocol_token_fees
    • First observedprove_registration
    • First observedprovision_api_key
    • First observedpublish_protocol
    • First observedraise_ip_dispute
    • First observedrecord_episode
    • First observedredeem_invite
    • First observedregister_capability_ip
    • First observedregister_job_evidence_ip
    • First observedreject_registration
    • First observedrelease_milestone
    • First observedrender_pcc_dashboard
    • First observedreply_to_support_thread
    • First observedreport_anomaly
    • First observedreport_protocol_failure
    • First observedresolve_anomaly
    • First observedrespond_to_verification
    • First observedresume_protocol_run
    • First observedretrieve_ipfs
    • First observedrevoke_api_key
    • First observedsave_dashboard
    • First observedsearch_capabilities
    • First observedsearch_dashboards
    • First observedsearch_spaces
    • First observedsend_diagnostics
    • First observedsend_support_message
    • First observedsetup_detect
    • First observedsetup_generate_config
    • First observedsetup_register_device
    • First observedsetup_status
    • First observedsetup_test_job
    • First observedsetup_validate
    • First observedstake_in_pool
    • First observedstart_protocol_run
    • First observedsubmit_attestation
    • First observedsubmit_demand
    • First observedsubmit_evidence_hash
    • First observedsubmit_feedback
    • First observedsubmit_for_human_verification
    • First observedsuggest_csd_templates
    • First observedsystem_telemetry
    • First observedtest_operator_channels
    • First observedupdate_dashboard
    • First observedupdate_job_status
    • First observedupdate_operator_channel
    • First observedupdate_protocol
    • First observedvalidate_protocol
    • First observedverify_bounty
    • First observedverify_evidence_zk

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