analyze_model_efficiency — meridian MCP Tool
analyze_model_efficiency
(analyze model efficiency) is one of 235 tools on the
meridian
MCP server. Connect the server and your client discovers it on the handshake.
by client
How to call analyze_model_efficiency from your client
- Claude Code meridian analyze_model_efficiency run in your project directory
- Claude Desktop meridian analyze_model_efficiency ~/Library/Application Support/Claude/claude_desktop_config.json
- Cursor meridian analyze_model_efficiency ~/.cursor/mcp.json
- VS Code meridian analyze_model_efficiency .vscode/mcp.json
- Zed meridian analyze_model_efficiency ~/.config/zed/settings.json
- Windsurf meridian analyze_model_efficiency ~/.codeium/windsurf/mcp_config.json
- Cline meridian analyze_model_efficiency ~/Library/Application Support/Code/User/globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json
- Gemini CLI meridian analyze_model_efficiency ~/.gemini/settings.json
- Grok meridian analyze_model_efficiency .mcp.json (in your project root)
- ChatGPT meridian analyze_model_efficiency Settings → Connectors → Advanced → Developer mode
- Claude.ai meridian analyze_model_efficiency Settings → Connectors → Add custom connector
- LangChain meridian analyze_model_efficiency pip install langchain-mcp-adapters
Fastest route
claude mcp add --transport sse meridian https://usemeridian.us/mcp/sseOther tools on this server
- create_project
- set_parent_project
- rename_project
- set_project_execution_mode
- merge_project
- register_session
- start_session
- list_projects
- get_project_by_name
- get_goal
- set_goal
- set_north_star
- log_task
- get_tasks
- search_tasks
- generate_handoff
- load_handoff
- verify_handoff_token
- accept_handoff
- record_handoff_correction
- export_ai_log
- export_ai_log_artifacts
- purge_ai_log
- search_ai_log
- get_ai_log_export_status
- set_ai_log_export_config
- export_ai_log_otel
- get_context_block
- pin_decision
- update_decision
- validate_assumption
- get_pinned_decisions
- archive_decision
- add_proposal_gate
- resolve_proposal_gate
- reopen_proposal_gate
- get_proposal_gates
- checkpoint
- register_external_job
- update_external_job
- get_external_job
- list_external_jobs
- complete_external_job
- start_remote_task
- get_remote_task_status
- list_remote_tasks
- register_session_recovery
- list_resumable_sessions
- get_session_recovery
- request_hitl
- get_hitl_request
- request_manual_issue_screening_toggle
- link_manual_github_issue
- add_note
- ingest_document
- get_document_structure
- get_latex_structure
- get_citation_edges
- resolve_citations
- index_equation
- find_similar_equation
- insert_equation
- update_paragraph
- find_symbol_usages
- index_figure
- find_similar_figure
- link_figure_caption
- index_table
- find_similar_table
- link_table_caption
- ingest_document_structure
- search_outputs
- annotate_outputs
- find_outputs_by_source
- search_code_semantic
- get_flag_registry
- link_flag_to_section
- get_flag_drift
- register_docx_derivative
- verify_docx_diff
- promote_docx_candidate
- prospect_symbol
- add_sprint_item_pointer
- get_sprint_item_pointers
- resolve_sprint_item_pointers
- delete_sprint_item_pointer
- relocate_sprint_item_pointer
- execute_batch
- batch_read
- batch_mutate
- add_insight
- get_insights
- save_finding
- capture_research_finding
- get_notes
- read_note
- delete_note
- add_workspace_note
- get_workspace_notes
- move_workspace_note_to_project
- pin_workspace_decision
- get_workspace_decisions
- get_workspace_settings
- update_workspace_settings
- save_blog_post
- get_blog_posts
- add_workspace_sprint_item
- get_workspace_sprint_items
- update_workspace_sprint_item
- complete_workspace_sprint_item
- add_workspace_proposal
- add_proposal
- get_workspace_proposals
- advance_proposal_status
- promote_proposal
- preview_proposal_promotion
- commit_proposal_promotion
- create_proposal_successor
- link_proposal_lineage
- get_proposal_lineage
- compare_proposal_versions
- get_session_brief
- list_hitl_requests
- answer_hitl
- dismiss_hitl
- list_sessions
- add_sprint_note
- get_sprint_notes
- set_sprint
- get_sprint_progress
- add_sprint_item
- fan_out_sprint_items
- update_sprint_item
- complete_sprint_item
- reconcile_sprint_drift
- reconcile_stale_claims
- release_sprint_item_claim
- transfer_sprint_item_claim
- get_planning_brief
- refresh_context
- get_sprint_items
- get_parallelizable_groups
- assign_sprint_waves
- complete_wave_gate
- start_wave_run
- finalize_wave_run
- resume_wave
- configure_wave_gate
- analyze_sprint
- get_session_log
- get_session_activity
- get_connection_log
- get_server_logs
- search_server_logs
- get_server_log_checkpoint
- search_all
- search_synthesis
- paper_search
- social_search
- github_search
- start_research_run
- complete_research_run
- get_research_run
- list_research_runs
- promote_research_run
- create_experiment
- get_experiment
- list_experiments
- start_experiment_run
- complete_experiment_run
- promote_experiment_run
- get_experiment_run
- list_experiment_runs
- register_run_artifact
- record_experiment_event
- get_experiment_events
- save_watchlist_query
- list_watchlist_queries
- run_watchlist_query
- delete_watchlist_query
- get_agent_instructions
- set_agent_instructions
- set_executor_config
- get_capability_manifest
- set_capability_manifest
- set_capability_profile
- clear_capability_profile
- get_effective_capability_profile
- list_profile_layers
- get_profile_layer
- save_profile_layer
- clone_profile_layer
- activate_profile_layer
- reset_profile_layer
- get_profile_layer_revisions
- get_effective_profile
- claim_file
- store_finding
- get_findings
- send_message
- receive_messages
- idle_until_all_done
- release_file
- get_file_claims
- get_symbol_claims
- get_symbol_hotspots
- list_active_worktrees
- list_worktrees_pending_cleanup
- claim_docx_region
- get_docx_region_claims
- release_docx_region_claims
- acquire_docx_document_lease
- get_docx_document_lease
- release_docx_document_lease
- find_orphaned_docx_staged_files
- list_plugins
- get_plugin_details
- reset_plugin_override
- get_tunnel_diagnostics
- refresh_tool_manifest
- get_graph_diff
- snapshot_graph_metrics
- idle_until_session_done
- update_md_section
- claim_sprint_item
- add_subtask
- split_sprint_item
- merge_sprint_items
- set_active_repo
- run_verification
- add_custom_hook
- get_custom_hooks
- delete_custom_hook
- update_custom_hook
This list was read from the server itself, by connecting to it and calling tools/list on 24 September 2026. It is what
the server actually exposes, not what its listing claims.
Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. The registry stores tool names only; connect the server for its live schemas.