Tools by Component¶

Alphabetical index of components that expose MCP sub-packages. This page currently documents 152 of the 212 components that own at least one sub-package; the remainder are pending documentation.

adapt_audio¶

Cluster: Creative & Media | MCP Package: audio_mcp | Tools: 73 View component

adapt_automl¶

Cluster: ML & Optimisation | MCP Package: automl_mcp | Tools: 38 View component

adapt_bayesian¶

Cluster: ML & Optimisation | MCP Package: bayesian_mcp | Tools: 44 View component

adapt_bias¶

Cluster: Safety & Alignment | MCP Package: bias_mcp | Tools: 29 View component

adapt_blender¶

Cluster: Creative & Media | MCP Package: blender_mcp | Tools: 52 View component

adapt_comfyui¶

Cluster: Creative & Media | MCP Package: comfyui_mcp | Tools: 52 View component

adapt_creative_api¶

Cluster: Creative & Media | MCP Package: creative_api_mcp | Tools: 25 View component

adapt_diagrams¶

Cluster: Creative & Media | MCP Package: diagrams_mcp | Tools: 30 View component

adapt_django¶

Cluster: Code Intelligence | MCP Package: django_mcp | Tools: 29 View component

adapt_eurisko¶

Cluster: ML & Optimisation | MCP Package: eurisko_mcp | Tools: 29 View component

adapt_experta¶

Cluster: Agents & LLM | MCP Package: experta_mcp | Tools: 39 View component

adapt_ffmpeg¶

Cluster: Creative & Media | MCP Package: ffmpeg_mcp | Tools: 26 View component

adapt_generative_art¶

Cluster: Creative & Media | MCP Package: generative_art_mcp | Tools: 43 View component

adapt_healing¶

Cluster: Code Intelligence | MCP Package: healing_mcp | Tools: 26 View component

adapt_image¶

Cluster: Creative & Media | MCP Package: image_mcp | Tools: 25 View component

adapt_instructor¶

Cluster: Data Processing | MCP Package: instructor_mcp | Tools: 25 View component

adapt_keras¶

Cluster: ML & Optimisation | MCP Package: keras_mcp | Tools: 24 View component

adapt_learning¶

Cluster: ML & Optimisation | MCP Package: learning_mcp | Tools: 19 View component

adapt_library_synthesizer¶

Cluster: Code Intelligence | MCP Package: library_synthesizer_mcp | Tools: 27 View component

adapt_memory¶

Cluster: Context & Retrieval | MCP Package: memory_mcp | Tools: 47 View component

adapt_optimisation¶

Cluster: ML & Optimisation | MCP Package: optimisation_mcp | Tools: 20 View component

adapt_pandas¶

Cluster: Data Processing | MCP Package: pandas_mcp | Tools: 28 View component

adapt_physical_ai¶

Cluster: Physical AI | MCP Package: physical_ai_mcp | Tools: 27 View component

adapt_pygad¶

Cluster: ML & Optimisation | MCP Package: pygad_mcp | Tools: 22 View component

adapt_pytorch¶

Cluster: ML & Optimisation | MCP Package: pytorch_mcp | Tools: 20 View component

adapt_rq¶

Cluster: Data Processing | MCP Package: rq_mcp | Tools: 26 View component

adapt_sklearn¶

Cluster: ML & Optimisation | MCP Package: sklearn_mcp | Tools: 31 View component

adapt_synth¶

Cluster: Creative & Media | MCP Package: synth_mcp | Tools: 25 View component

adapt_synthetic_world¶

Cluster: Physical AI | MCP Package: synthetic_world_mcp | Tools: 25 View component

adapt_trm¶

Cluster: ML & Optimisation | MCP Package: trm_mcp | Tools: 28 View component

adapt_ui_design¶

Cluster: Creative & Media | MCP Package: ui_design_mcp | Tools: 27 View component

adapt_visualisation¶

Cluster: Creative & Media | MCP Package: visualisation_mcp | Tools: 29 View component

adapt_voice¶

Cluster: Creative & Media | MCP Package: voice_mcp | Tools: 25 View component

adapt_webpage¶

Cluster: Code Intelligence | MCP Package: webpage_mcp | Tools: 28 View component

agent_autogen¶

Cluster: Agents & LLM | MCP Package: autogen_mcp | Tools: 25 View component

agent_claude¶

Cluster: Agents & LLM | MCP Package: claude_mcp | Tools: 9 View component

agent_langchain¶

Cluster: Agents & LLM | MCP Package: langchain_mcp | Tools: 27 View component

agent_langgraph¶

Cluster: Agents & LLM | MCP Package: langgraph_mcp | Tools: 25 View component

agent_nanoclaw¶

Cluster: Agents & LLM | MCP Package: nanoclaw_mcp | Tools: 25 View component

agent_openai¶

Cluster: Agents & LLM | MCP Package: openai_mcp | Tools: 25 View component

agent_openclaw¶

Cluster: Agents & LLM | MCP Package: openclaw_mcp | Tools: 27 View component

agent_smolagents¶

Cluster: Agents & LLM | MCP Package: smolagents_mcp | Tools: 25 View component

align_artifacts¶

Cluster: Safety & Alignment | MCP Package: artifacts_mcp | Tools: 24 View component

align_coconstructive¶

Cluster: Safety & Alignment | MCP Package: coconstructive_mcp | Tools: 25 View component

align_csf¶

Cluster: Safety & Alignment | MCP Package: align_csf_mcp | Tools: 28 View component

align_evals¶

Cluster: Safety & Alignment | MCP Package: align_evals_mcp | Tools: 25 View component

align_prompt_library¶

Cluster: Safety & Alignment | MCP Package: prompt_library_mcp | Tools: 25 View component

align_specs¶

Cluster: Safety & Alignment | MCP Package: align_specs_mcp | Tools: 25 View component

align_verbsamp¶

Cluster: Safety & Alignment | MCP Package: align_verbsamp_mcp | Tools: 27 View component

auto_component_integrator¶

Cluster: Code Intelligence | MCP Package: component_integrator_mcp | Tools: 25 View component

auto_engineer¶

Cluster: Code Intelligence | MCP Package: auto_engineer_mcp | Tools: 25 View component

autonomous_orchestrator¶

Cluster: Experience & Autonomy | MCP Package: orchestrator_mcp | Tools: 26 View component

autonomy_governor¶

Cluster: Experience & Autonomy | MCP Package: autonomy_governor_mcp | Tools: 25 View component

business_manager¶

Cluster: Core Infrastructure | MCP Package: business_manager_mcp | Tools: 78 View component

cegis¶

Cluster: Formal Verification | MCP Package: cegis_mcp | Tools: 39 View component

cog_arch_actr¶

Cluster: Experience & Autonomy | MCP Package: cog_arch_actr_mcp | Tools: 27 View component

cog_arch_aixi¶

Cluster: Experience & Autonomy | MCP Package: cog_arch_aixi_mcp | Tools: 27 View component

cog_arch_dgm¶

Cluster: Experience & Autonomy | MCP Package: cog_arch_dgm_mcp | Tools: 25 View component

cog_arch_gps¶

Cluster: Experience & Autonomy | MCP Package: cog_arch_gps_mcp | Tools: 25 View component

cog_arch_soar¶

Cluster: Experience & Autonomy | MCP Package: cog_arch_soar_mcp | Tools: 25 View component

compliance¶

Cluster: Core Infrastructure | MCP Package: compliance_mcp | Tools: 25 View component

component_creator¶

Cluster: Core Infrastructure | MCP Package: component_creator_mcp | Tools: 25 View component

context_engine¶

Cluster: Context & Retrieval | MCP Package: context_engine_mcp | Tools: 27 View component

csf¶

Cluster: Safety & Alignment | MCP Packages: csf_formal_mcp, csf_mcp | Tools: 50 View component

csf_cognitive¶

Cluster: Safety & Alignment | MCP Package: cognitive_mcp | Tools: 25 View component

csf_strategy¶

Cluster: Safety & Alignment | MCP Package: strategy_mcp | Tools: 25 View component

ctx_ace¶

Cluster: Context & Retrieval | MCP Package: ace_mcp | Tools: 25 View component

ctx_claude_context¶

Cluster: Context & Retrieval | MCP Package: claude_context_mcp | Tools: 25 View component

ctx_claude_mem¶

Cluster: Context & Retrieval | MCP Package: claude_mem_mcp | Tools: 25 View component

ctx_cognee¶

Cluster: Context & Retrieval | MCP Package: cognee_mcp | Tools: 25 View component

ctx_colbert¶

Cluster: Context & Retrieval | MCP Package: colbert_mcp | Tools: 25 View component

ctx_contexthub¶

Cluster: Context & Retrieval | MCP Package: contexthub_mcp | Tools: 25 View component

ctx_elastic¶

Cluster: Context & Retrieval | MCP Package: elastic_mcp | Tools: 25 View component

ctx_fenic¶

Cluster: Context & Retrieval | MCP Package: fenic_mcp | Tools: 25 View component

ctx_geo¶

Cluster: Context & Retrieval | MCP Package: geo_mcp | Tools: 25 View component

ctx_git¶

Cluster: Context & Retrieval | MCP Package: git_mcp | Tools: 25 View component

ctx_langextract¶

Cluster: Context & Retrieval | MCP Package: langextract_mcp | Tools: 25 View component

ctx_library_mapper¶

Cluster: Context & Retrieval | MCP Package: library_mapper_mcp | Tools: 25 View component

ctx_markitdown¶

Cluster: Context & Retrieval | MCP Package: markitdown_mcp | Tools: 25 View component

ctx_mnm¶

Cluster: Context & Retrieval | MCP Package: mnm_mcp | Tools: 25 View component

ctx_rag¶

Cluster: Context & Retrieval | MCP Package: rag_mcp | Tools: 25 View component

ctx_recursive¶

Cluster: Context & Retrieval | MCP Package: recursive_mcp | Tools: 25 View component

ctx_research_scanner¶

Cluster: Context & Retrieval | MCP Package: research_scanner_mcp | Tools: 25 View component

ctx_scrapling¶

Cluster: Context & Retrieval | MCP Package: scrapling_mcp | Tools: 25 View component

ctx_search¶

Cluster: Context & Retrieval | MCP Package: search_mcp | Tools: 33 View component

ctx_vision¶

Cluster: Context & Retrieval | MCP Package: vision_mcp | Tools: 20 View component

cybersecurity¶

Cluster: Core Infrastructure | MCP Package: cybersecurity_mcp | Tools: 25 View component

deep_understanding¶

Cluster: ML & Optimisation | MCP Package: understanding_mcp | Tools: 25 View component

duty_of_care¶

Cluster: Safety & Alignment | MCP Package: duty_care_mcp | Tools: 25 View component

embodiment¶

Cluster: Physical AI | MCP Package: embodiment_mcp | Tools: 30 View component

evoskill¶

Cluster: ML & Optimisation | MCP Package: evoskill_mcp | Tools: 7 View component

formal_methods¶

Cluster: Formal Verification | MCP Packages: 18 sub-packages (16 active, 2 reference-only shells) | Tools: 405 View component

goal_engine¶

Cluster: Goal & Planning | MCP Packages: 13 sub-packages | Tools: 327 View component

guide¶

Cluster: Goal & Planning | MCP Package: guide_mcp | Tools: 26 View component

human_development¶

Cluster: Experience & Autonomy | MCP Package: development_mcp | Tools: 25 View component

hyperdistillation¶

Cluster: ML & Optimisation | MCP Package: distill_mcp | Tools: 25 View component

job_accountant¶

Cluster: Job Agents | MCP Package: accountant_mcp | Tools: 27 View component

job_administration¶

Cluster: Job Agents | MCP Package: administration_mcp | Tools: 25 View component

job_agriculture¶

Cluster: Job Agents | MCP Package: agriculture_mcp | Tools: 25 View component

job_ai¶

Cluster: Job Agents | MCP Package: ai_mcp | Tools: 25 View component

job_allied_health¶

Cluster: Job Agents | MCP Package: allied_health_mcp | Tools: 24 View component

job_analyst¶

Cluster: Job Agents | MCP Package: analyst_mcp | Tools: 25 View component

job_business¶

Cluster: Job Agents | MCP Package: business_mcp | Tools: 25 View component

job_construction¶

Cluster: Job Agents | MCP Package: construction_mcp | Tools: 25 View component

job_consultant¶

Cluster: Job Agents | MCP Package: consultant_mcp | Tools: 25 View component

job_creative_media¶

Cluster: Job Agents | MCP Package: creative_media_mcp | Tools: 25 View component

job_cybersecurity¶

Cluster: Job Agents | MCP Package: cybersecurity_mcp | Tools: 25 View component

job_education¶

Cluster: Job Agents | MCP Package: education_mcp | Tools: 25 View component

job_energy¶

Cluster: Job Agents | MCP Package: energy_mcp | Tools: 25 View component

job_engineer¶

Cluster: Job Agents | MCP Package: engineer_mcp | Tools: 25 View component

job_entertainment¶

Cluster: Job Agents | MCP Package: entertainment_mcp | Tools: 25 View component

job_entrepreneurship¶

Cluster: Job Agents | MCP Package: entrepreneurship_mcp | Tools: 25 View component

job_finance¶

Cluster: Job Agents | MCP Package: finance_mcp | Tools: 25 View component

job_hospitality¶

Cluster: Job Agents | MCP Package: hospitality_mcp | Tools: 25 View component

job_it¶

Cluster: Job Agents | MCP Package: it_mcp | Tools: 27 View component

job_labourer¶

Cluster: Job Agents | MCP Package: labourer_mcp | Tools: 25 View component

job_lawyer¶

Cluster: Job Agents | MCP Package: lawyer_mcp | Tools: 25 View component

job_logistics¶

Cluster: Job Agents | MCP Package: logistics_mcp | Tools: 25 View component

job_machinery_operator¶

Cluster: Job Agents | MCP Package: machinery_operator_mcp | Tools: 25 View component

job_manager¶

Cluster: Job Agents | MCP Package: manager_mcp | Tools: 25 View component

job_manufacturing¶

Cluster: Job Agents | MCP Package: manufacturing_mcp | Tools: 25 View component

job_marketing¶

Cluster: Job Agents | MCP Package: marketing_mcp | Tools: 25 View component

job_medical_surgical¶

Cluster: Job Agents | MCP Package: medical_surgical_mcp | Tools: 25 View component

job_mining¶

Cluster: Job Agents | MCP Package: mining_mcp | Tools: 25 View component

job_pharmaceutical¶

Cluster: Job Agents | MCP Package: pharmaceutical_mcp | Tools: 25 View component

job_political¶

Cluster: Job Agents | MCP Package: political_mcp | Tools: 25 View component

job_psychologist¶

Cluster: Job Agents | MCP Package: psychologist_mcp | Tools: 25 View component

job_public_relations¶

Cluster: Job Agents | MCP Package: public_relations_mcp | Tools: 25 View component

job_researcher¶

Cluster: Job Agents | MCP Package: researcher_mcp | Tools: 25 View component

job_sales¶

Cluster: Job Agents | MCP Package: sales_mcp | Tools: 25 View component

job_scientist¶

Cluster: Job Agents | MCP Package: scientist_mcp | Tools: 25 View component

job_services¶

Cluster: Job Agents | MCP Package: services_mcp | Tools: 25 View component

job_tax¶

Cluster: Job Agents | MCP Package: tax_mcp | Tools: 25 View component

job_tourism¶

Cluster: Job Agents | MCP Package: tourism_mcp | Tools: 25 View component

job_trades¶

Cluster: Job Agents | MCP Package: trades_mcp | Tools: 25 View component

lean_prover¶

Cluster: Formal Verification | MCP Package: lean_prover_mcp | Tools: 27 View component

llm_router¶

Cluster: Core Infrastructure | MCP Package: llm_router_mcp | Tools: 33 View component

mesh3d¶

Cluster: Physical AI | MCP Package: mesh3d_mcp | Tools: 25 View component

meta_programming¶

Cluster: Code Intelligence | MCP Package: meta_mcp | Tools: 51 View component

motor_control¶

Cluster: Physical AI | MCP Package: motor_control_mcp | Tools: 27 View component

navigator¶

Cluster: Goal & Planning | MCP Package: navigator_mcp | Tools: 35 View component

observability¶

Cluster: Core Infrastructure | MCP Package: observability_mcp | Tools: 27 View component

polyglot¶

Cluster: Core Infrastructure | MCP Package: polyglot_mcp | Tools: 25 View component

professional_standards¶

Cluster: Safety & Alignment | MCP Package: professional_standards_mcp | Tools: 27 View component

self_debug¶

Cluster: Code Intelligence | MCP Package: self_debug_mcp | Tools: 25 View component

self_model¶

Cluster: Experience & Autonomy | MCP Package: self_model_mcp | Tools: 25 View component

sensory_fusion¶

Cluster: Physical AI | MCP Package: sensory_fusion_mcp | Tools: 28 View component

solver¶

Cluster: Goal & Planning | MCP Package: solver_ops_mcp | Tools: 31 View component

task_tracker¶

Cluster: Core Infrastructure | MCP Package: task_tracker_mcp | Tools: 28 View component

token_budget¶

Cluster: Core Infrastructure | MCP Package: token_budget_mcp | Tools: 7 View component

training_mode¶

Cluster: ML & Optimisation | MCP Package: training_mcp | Tools: 25 View component

workspace_manager¶

Cluster: Core Infrastructure | MCP Package: obsidian_workspace_mcp | Tools: 83 View component

Finding the right tool

Use the guide_find_tool gateway tool (Tier 3) to search for the right tool by describing your task in natural language. Or use nav_inspect (Tier 2) to explore a specific component's full tool set.