leanix-agent 0.31.0

Agent package for communicating with LeanIX Enterprise Architecture Management via REST APIs and GraphQL.

Leanix Agent

CLI or API | MCP | Agent

Version: 0.31.0

Documentation — Installation, deployment, usage across the API, CLI, and MCP interfaces, and the authentication and dynamic-filtering guides are maintained in the official documentation.

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Table of Contents

• Overview
• Key Features
• CLI or API
• MCP
  • Available MCP Tools
  • MCP Configuration Examples
  • Dynamic Tool Selection & Visibility
• Agent
  • Running the Agent CLI
  • Docker Compose Orchestration
• Security & Governance
• Installation
• Documentation
• Contribute

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Overview

Leanix Agent is a production-grade Agent and Model Context Protocol (MCP) server designed to interface directly with Agent package for communicating with LeanIX Enterprise Architecture Management via REST APIs and GraphQL..

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Key Features

• Consolidated Action-Routed MCP Tools: Minimizes token overhead and eliminates tool bloat in LLM contexts by grouping methods into optimized, togglable tool modules.
• Enterprise-Grade Security: Comprehensive support for Eunomia policies, OIDC token delegation, and granular execution context tracking.
• Integrated Graph Agent: Built-in Pydantic AI agent supporting the Agent Control Protocol (ACP) and standard Web interfaces (AG-UI).
• Native Telemetry & Tracing: Out-of-the-box OpenTelemetry exports and native Langfuse tracing.

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CLI or API

This agent wraps the Agent package for communicating with LeanIX Enterprise Architecture Management via REST APIs and GraphQL. API. You can interact with it programmatically or via its integrated execution entrypoints.

Detailed instructions on how to use the underlying API wrappers, extended schema bindings, and developer SDK references are maintained in docs/index.md.

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MCP

This server utilizes dynamic Action-Routed tools to optimize token overhead and maximize IDE compatibility.

Available MCP Tools

Tool Module	Toggle Env Var	Enabled by Default	Description & Nested Methods
Leanix Ai Inventory Builder	LEANIX_AI_INVENTORY_BUILDER_TOOL	True	Manage leanix leanix ai inventory builder operations. Action-routed methods: admindeletepipeline, deletefailedpipelines, deletepipeline, getpipeline, getpipelinefile, getpipelines, getpipelinesuggestions, healthcheck, pipelines, sendpipelineaction.
Leanix Apptio Connector	LEANIX_APPTIO_CONNECTOR_TOOL	True	Manage leanix leanix apptio connector operations. Action-routed methods: create, deleteconfiguration, getallconfigurations, getconfigurations, getresults, getresultsurl, getstats, getstatus, getwarnings, upsertconfiguration.
Leanix Automations	LEANIX_AUTOMATIONS_TOOL	True	Manage leanix leanix automations operations. Action-routed methods: instancescontroller_findall, instancescontroller_quota, scriptscontroller_createmcescript, scriptscontroller_updatemcescript, snapshotscontroller_managedrestorationrequests, snapshotscontroller_managesnapshotrequests, statisticscontroller_getstatistics, templatescontroller_createtemplate, templatescontroller_deletetemplate, templatescontroller_getalltemplates, templatescontroller_gettemplate, templatescontroller_patchtemplate, templatescontroller_updatetemplate.
Leanix Reference Data Catalog	LEANIX_REFERENCE_DATA_CATALOG_TOOL	True	Manage leanix leanix reference data catalog operations. Action-routed methods: delete_links, get_items, get_items_id, get_recommendations, get_requests, post_links, post_requests, post_requests_id_comments.
Leanix Discovery Ai Agents	LEANIX_DISCOVERY_AI_AGENTS_TOOL	True	Manage leanix leanix discovery ai agents operations. Action-routed methods: get_integrations, get_integrations_id, post_agents_a2a_cards, post_integrations, put_integrations_id_capabilities, put_integrations_id_credentials, put_integrations_id_name, put_integrations_id_status.
Leanix Discovery Linking V1	LEANIX_DISCOVERY_LINKING_V1_TOOL	True	Manage leanix leanix discovery linking v1 operations. Action-routed methods: bulk_link, discovery_items, discovery_itemsfilter_options, discovery_itemsid, discovery_itemsidpre_validate_linkfactsheetid, discovery_itemskpi_values, discovery_itemslinking_progress, discovery_itemslinking_progressid, factsheetsiddetails, link, reject.
Leanix Discovery Linking V2	LEANIX_DISCOVERY_LINKING_V2_TOOL	True	Manage leanix leanix discovery linking v2 operations. Action-routed methods: get_factsheets_id_links, get_origin_discoveryitems, get_origin_discoveryitems_export, get_origin_discoveryitems_id, get_origin_discoveryitems_id_changelogs, get_origin_discoveryitems_linkingprogress, get_origin_discoveryitems_sourceconfigs, get_origin_insights, get_origin_internal_events, get_origin_internal_events_compaction, get_origin_settings, get_origin_settings_autolinking, post_origin_discoveryitems_id_preview, post_origin_push, post_origin_push_id, put_origin_discoveryitems_id_link, put_origin_discoveryitems_link, put_origin_discoveryitems_reject, put_origin_settings_autolinking.
Leanix Discovery Sap Extension	LEANIX_DISCOVERY_SAP_EXTENSION_TOOL	True	Manage leanix leanix discovery sap extension operations. Action-routed methods: delete_integrations_id_, get_check_data_model, get_checkdatamodel, get_cloud_foundry_domains, get_cloud_foundry_subject_pattern, get_credentials_type, get_health, get_integrations, get_kyma_spec_suggestions, patch_integrations_id, post_cloud_foundry_infer_certificate_domain, post_credentials_verify_cms, post_integrations, post_integrations_credentials_verify, post_integrations_id_sync, post_kyma_verify_api_url, put_integrations_id_credentials_build, put_integrations_id_credentials_cloud_foundry, put_integrations_id_credentials_cms, put_integrations_id_credentials_kyma.
Leanix Discovery Saas	LEANIX_DISCOVERY_SAAS_TOOL	True	Manage leanix leanix discovery saas operations. Action-routed methods: deleteintegrationbyid, getavailableintegrations, getdiscoveries, getdiscoveryprioritybyid, getintegrationbyid, getintegrations, postintegration, putintegrationcapabilitiesbyid, putintegrationcredentialsbyid, putintegrationnamebyid, putintegrationstatusbyid.
Leanix Documents	LEANIX_DOCUMENTS_TOOL	True	Manage leanix leanix documents operations. Action-routed methods: createdocuments, createtemplatecomponents, createtemplates, deletedocumentbyid, deletetemplate, deletetemplatecomponent, getdocumentbyid, getdocumentcomponents, getdocumentscount, getdocumentspaginated, gettemplatebyid, gettemplatecomponents, gettemplatespaginated, updatecomponents, updatedocument, updatedocumentcomponents, updatetemplate.
Leanix Impacts	LEANIX_IMPACTS_TOOL	True	Manage leanix leanix impacts operations. Action-routed methods: compute, get, getprojection, getsinglefactsheetprojection, update.
Leanix Integration Api	LEANIX_INTEGRATION_API_TOOL	True	Manage leanix leanix integration api operations. Action-routed methods: createinazure, createsynchronizationfastrun, createsynchronizationfastrunwithconfig, createsynchronizationrun, createsynchronizationrunwithconfig, createsynchronizationrunwithexecutiongroup, createsynchronizationrunwithexecutiongroupandurlinput, createsynchronizationrunwithurlinput, deleteprocessorconfiguration, get_examples_advancedexample, get_examples_starterexample, getprocessorconfigurations, getsynchronizationrundebuginformation, getsynchronizationrundebugvariables, getsynchronizationrunprogress, getsynchronizationrunresults, getsynchronizationrunresultsurl, getsynchronizationrunsstatuslist, getsynchronizationrunstats, getsynchronizationrunstatus, getsynchronizationrunwarnings, startsynchronizationrun, stopsynchronizationrun, upsertprocessorconfiguration.
Leanix Integration Collibra	LEANIX_INTEGRATION_COLLIBRA_TOOL	True	Manage leanix leanix integration collibra operations. Action-routed methods: createcollibracredentials, createconfiguration, createsynchronizationrun, deleteconfiguration, getassetstatuses, getassettypes, getattributetypes, getattributetypesforassettype, getattributetypesforassettypebyscope, getcollibracredentialsbyid, getcommunities, getcomplexrelationtypes, getconfigurationbyid, getconfigurations, getcredentials, getdomains, getfeaturetoggles, getfields, getoverview, getrelationfields, getrelations, getrelationtypes, getresourceroles, getresponsibilityroles, getstatus, getsubscriptionroles, updatecollibracredentials, updateconfiguration, validatecollibracredentialsbyid.
Leanix Integration Servicenow	LEANIX_INTEGRATION_SERVICENOW_TOOL	True	Manage leanix leanix integration servicenow operations. Action-routed methods: abortallpendingandrunningsynchronizations, abortsynchronization, changes, createconfiguration, deleteconfiguration, getaggregatedfactsheetsummary, getaggregatedsoftwareinformation, getallconfigurations, getavailablerelcirelations, getconfiguration, getcurrentlyrunningorlastcreatedrun, getfilterforfactsheet, getfilterforprovider, getfilters, getfiltersforhardware, getinstalledservicenowpluginversion, getmappingtablerelations, getreferencefieldrelations, getservicenowaggregatedhardware, getservicenowaggregatedsoftware, getservicenowmetadata, getservicenowsyncconstraintrules, getstatusoverview, gettables, getversionbyid, getversions, hooks, sendprompt, sendpromptv2, synchronize, updateconfiguration, validateconfiguration, validateservicenowcredentials.
Leanix Integration Signavio	LEANIX_INTEGRATION_SIGNAVIO_TOOL	True	Manage leanix leanix integration signavio operations. Action-routed methods: analyzelatestsynchronizationrun, analyzesynchronizationrun, cancelsynchronization, createcategory, createconfiguration, deleteconfiguration, getconfiguration, getconfigurations, getdirectories, getfactsheetfields, getformations, getlabels, getlatestsynchronizationrunanalysis, getprocessfields, getsignavioglossaryitemfields, getsignavioprocessfields, getsynchronizationrunanalysis, synchronizeconfiguration, unassignformation, updateconfiguration.
Leanix Inventory Data Quality	LEANIX_INVENTORY_DATA_QUALITY_TOOL	True	Manage leanix leanix inventory data quality operations. Action-routed methods: getdatamodel, getfactsheettypes, getrecommendationsagenttobc, getrecommendationsapptobc, getrelationnames, refreshembeddings, submitdqicardfeedback, submitfeedback, submitfeedback_1.
Leanix Mtm	LEANIX_MTM_TOOL	True	Manage leanix leanix mtm operations. Action-routed methods: accessfeature, activate, add_data_breach_contact, authenticate, checkip, create, create_account, create_contract, create_custom_feature, create_event, create_identity_provider, create_instance, create_or_update_user_segment, create_technical_user, create_workspace, createapitoken, createpermission, createsetting, createuser, createuserpassword, createworkspacelabel, createworkspacemaintenance, delete_account, delete_contract, delete_custom_feature, delete_data_breach_contact, delete_identity_provider, delete_instance, delete_technical_user, delete_workspace, deleteapitoken, deletedomain, deletesetting, deleteworkspacelabel, deleteworkspacemaintenance, get_account, get_accounts, get_contract, get_contracts, get_contracts_1, get_custom_feature, get_custom_feature_1, get_custom_features, get_custom_features_1, get_custom_features_2, get_data_breach_contact, get_domains, get_domains_1, get_event, get_events, get_events_1, get_events_2, get_events_3, get_events_4, get_events_5, get_events_6, get_export, get_feature_bundle, get_identity_provider, get_identity_providers, get_impersonations, get_instance, get_instances, get_instances_1, get_instances_2, get_metadata, get_permission, get_permission_stats, get_permissions, get_settings, get_settings_1, get_settings_2, get_support_permissions, get_technical_user, get_user_list_export, get_user_segment, get_users, get_users_1, get_users_2, get_workspace, get_workspaces, get_workspaces_1, get_workspaces_2, get_workspaces_3, getaiaccess, getall, getapitoken, getapitokens, getapplication, getapplications, getdomain, getdomains, getedition, geteditions, getevents_6, getfeature, getfeatures, getidentityproviders, getinstancesbyworkspace, getlabelsbyworkspace, getlabelsbyworkspaces, getnotificationsettings, getpermission, getpermissions, getpermissions_1, getpreferredinstance, getraw, getsetting, getsettings_2, getsettings_3, getsettings_4, gettaskbyid, gettechnicalusers, getuser, getuserpiichanges, getuserrandom, getuserrandom_1, getusers_1, getworkspacemaintenance, getworkspaces_2, getworkspaces_3, getworkspacesforbackup, inactive, invalidate, invite, list, login, loginpractitioner, logout, permissions_search, process_graph_ql, replace_technical_user_api_token, reset_password, review, set_password, setpassword_1, setworkspacenotificationstatus, switchdefaultinstance, switchpermissionrole, token, update_account, update_contract, update_custom_feature, update_event, update_identity_provider, update_instance, update_technical_user, update_workspace, updateapitoken, updatesetting, updateuser, upsertdomain.
Leanix Managed Code Execution	LEANIX_MANAGED_CODE_EXECUTION_TOOL	True	Manage leanix leanix managed code execution operations. Action-routed methods: createexecutionconfiguration, createsecret, deleteexecutionconfiguration, deletesecret, getallsecrets, getexecutionconfiguration, getexecutionconfigurationhistory, getexecutionconfigurations, getexecutionconfigurationsbysecretid, getexecutionlog, getexecutionlogs, getsecretbyid, updateexecutionconfiguration, updateexecutionconfigurationcapability, updatesecret.
Leanix Metrics	LEANIX_METRICS_TOOL	True	Manage leanix leanix metrics operations. Action-routed methods: all_charts_charts_get, all_kpis_kpis_get, all_kpis_simple_kpis_simple_get, all_points_schemas__uuid__points_get, all_schemas_schemas_get, delete_chart_charts__uuid__delete, delete_one_kpi_kpis__uuid__delete, delete_one_point_schemas__uuid__points__timestamp__delete, delete_points_range_schemas__uuid__points_delete, delete_schema_schemas__uuid__delete, find_schemas_schemas_find_get, get_aggregation_schemas__uuid__points_aggregation_post, healthcheck_healthcheck__get, kpi_job_jobs_kpi__kpi_uuid__post, new_chart_charts_post, new_kpi_kpis_post, new_point_schemas__uuid__points_post, new_schema_schemas_post, one_chart_charts__uuid__get, one_kpi_kpis__uuid__get, one_point_schemas__uuid__points__timestamp__get, one_schema_schemas__uuid__get, patch_kpi_kpis_patch, put_kpi_kpis_put, trend_schemas__uuid__trends_get, update_patch_chart_charts__uuid__patch, update_put_chart_charts__uuid__put, validate_kpis_validate_post, ws_job_jobs_post.
Leanix Navigation	LEANIX_NAVIGATION_TOOL	True	Manage leanix leanix navigation operations. Action-routed methods: batchputcollectiongroups, createcollectiongroup, createpresentation, createslide, deletecollection, deletecollectiongroupbyid, deletecollectionnavigationitem, deletenavigationitemfavorite, deletepresentationbyid, deletepresentationsharebyid, deleteslidebyid, executebatchdelete, executebatchmove, getallcollectiongroups, getcollectionfolders, getcollectiongroupbyid, getcollections, getnavigationitemfavorite, getpresentationbyid, getpresentationsharesbyid, postcollection, postcollectionnavigationitem, postfoldercontroller, postnavigationitemfavorite, putcollection, putcollectiongroupbyid, putcollectionnavigationitem, putpresentationbyid, putslidebyid, searchnavigationitem, searchpresentation, sharepresentation, updatefoldercontroller.
Leanix Pathfinder	LEANIX_PATHFINDER_TOOL	True	Manage leanix leanix pathfinder operations. Action-routed methods: archive_fact_sheet, change_bookmark_owner, create_access_control_entity, create_bookmark, create_bookmark_shares, create_fact_sheet, create_fact_sheet_relation, create_full_export, delete_access_control_entity, delete_asset, delete_bookmark, delete_bookmark_shares, delete_fact_sheet_relation, download_asset, download_export_file, get_access_control_entities, get_access_control_entity, get_action_batch, get_action_batches, get_all_versions_for_bookmark, get_authorization, get_bookmark, get_bookmark_shares, get_bookmarks, get_data_model, get_enriched_data_model, get_exports, get_fact_sheet, get_fact_sheet_hierarchy, get_fact_sheet_relations, get_fact_sheet_resource_model, get_fact_sheets, get_feature, get_features, get_language, get_meta_model, get_meta_model_actions, get_meta_model_actions_audit_log, get_meta_model_actions_for_node, get_meta_model_authorization, get_meta_model_for_type, get_meta_model_job, get_meta_model_permission_roles, get_meta_model_root, get_model_customization, get_preview_of_affected_data, get_reporting_model, get_settings, get_suggestions, get_view_model, post_action_batches, post_meta_model_actions, process_graph_ql, process_graph_ql_multipart, update_access_control_entity, update_authorization, update_bookmark, update_data_model, update_fact_sheet, update_fact_sheet_relation, update_fact_sheet_resource_model, update_feature, update_language, update_models_with_customization, update_reporting_model, update_settings, update_view_model, upsert_asset.
Leanix Poll	LEANIX_POLL_TOOL	True	Manage leanix leanix poll operations. Action-routed methods: check_for_new_fact_sheets, create_poll, create_poll_reminder, create_poll_run, create_poll_template, delete_by_id, delete_poll, delete_poll_run, get_added_recipients_for_run, get_all, get_by_id, get_poll, get_poll_count, get_poll_poll_runs, get_poll_recipient_details, get_poll_result, get_poll_results_for_user, get_poll_run, get_poll_run_results, get_poll_runs, get_poll_runs_kpi_counts, get_polls, get_polls_for_factsheet, get_recipients_for_poll_run, get_reminders, get_results_for_poll_run, replay, replay_1, set_status, update_poll, update_poll_result, update_poll_run.
Leanix Reference Data	LEANIX_REFERENCE_DATA_TOOL	True	Manage leanix leanix reference data operations. Action-routed methods: batchlinks, clearduplicatelinks, clonelinks, deletelinkbysourcename, fetchbusinesscapabilitymetrics, filteredfactsheetscount, get_jobs, get_source_name_fact_sheets_id, getbuscapconfiguration, getbusinesscapability, getconfiguration, getconfigurationmodels, getexportfile, getexportstatus, getfactsheetsbysourcename, getlatestrecommendationrun, getlink, getlinkbysourcename, getlinks, getlinksbyfactsheettype, getlinksbysourcename, getprovisioning, getrefresh, getrefreshes, getrequests, getrequestscount, getsaasconfiguration, gettbmmigrationstatus, gettbmtaxonomy, gettechcategoryconfiguration, getusedtechnolotrecommendationcontroller, post_jobs, post_managedrestorationrequests, post_managedsnapshotrequests, postbusinesscapability, postrefresh, precomputedrecommendations, putbulklinksbysourcename, putbulksourcehierarchylinkscontroller, putbuscapconfiguration, putconfiguration, putimporttbm, putlinksbysourcename, putprovisioning, putrequests, putsaasconfiguration, putsourcehierarchylinkcontroller, puttechcategoryconfiguration, putusedtechnolotrecommendationcontroller, refreshltlslinks, startmappingexport, tbmmigrationstatusupdate, validatelink.
Leanix Discovery Sap	LEANIX_DISCOVERY_SAP_TOOL	True	Manage leanix leanix discovery sap operations. Action-routed methods: appcontroller_heartbeat, demodatacontroller_createcustomdemodata, demodatacontroller_demodatalist, integrationscontroller_integrationcreate, integrationscontroller_integrationdelete, integrationscontroller_integrationget, integrationscontroller_integrationpatch, integrationscontroller_integrationslist, integrationscontroller_integrationtriggersync.
Leanix Technology Discovery	LEANIX_TECHNOLOGY_DISCOVERY_TOOL	True	Manage leanix leanix technology discovery operations. Action-routed methods: createtechstack, deletetechstackbyqueryparam, getaggregatedcounts, getalltechstacks, getcomponentsbyapplication, getfactsheetsbylibrary, getlibraries, getlibraryusagedetails, gettechstackdetailsbyqueryparam, getversionsbylibrary, leanix_v1_factsheets_sboms_ingest, leanix_v1_factsheets_sboms_ingest_1, leanix_v1_microservice_discovery_yaml_manifest_register, previewmatches, searchcomponentsbypurl, updatetechstackbyqueryparam.
Leanix Storage	LEANIX_STORAGE_TOOL	True	Manage leanix leanix storage operations. Action-routed methods: addfiletoworkspace, deleteavatar, deletefile, deletefiles, deletelogo, getavatar, getfile, getfilecontent, getfiles, getlogo, setavatar, setfileowner, setlogo.
Leanix Survey	LEANIX_SURVEY_TOOL	True	Manage leanix leanix survey operations. Action-routed methods: check_for_new_fact_sheets, create_poll, create_poll_reminder, create_poll_run, delete_poll_by_id, delete_poll_run, get_added_recipients_for_poll_run, get_all_reminders_for_poll_run, get_all_templates, get_poll, get_poll_count, get_poll_result, get_poll_results_by_poll_run_id, get_poll_results_for_user, get_poll_run_by_id, get_poll_runs, get_poll_runs_by_poll, get_polls, get_polls_for_fact_sheet, get_recipients_and_fact_sheets_for_poll, get_recipients_and_fact_sheets_for_poll_run, get_templates_by_id, getpollrunresultsasexcel, replay_all_workspaces, replay_workspace_by_id, update_poll, update_poll_result, update_poll_run, update_poll_run_status.
Leanix Synclog	LEANIX_SYNCLOG_TOOL	True	Manage leanix leanix synclog operations. Action-routed methods: addsyncitembatch, createsynchronization, deletesyncitems, getsynchronization, getsynchronizations, getsyncitems, getsyncitems_1, gettopics, gettriggers, requestabortion, updatesynchronization.
Leanix Todo	LEANIX_TODO_TOOL	True	Manage leanix leanix todo operations. Action-routed methods: accepttodo, assigntome, createtodo, deletetodos, get, managedrestorationrequests, managedsnapshotrequests, query, rejecttodo, replyandclosetodo, upserttodos.
Leanix Transformations	LEANIX_TRANSFORMATIONS_TOOL	True	Manage leanix leanix transformations operations. Action-routed methods: createtransformation, deletetransformation, deletetransformationcustomimpacts, gettransformation, gettransformationcustomimpacts, gettransformations, posttransformationcustomimpacts, posttransformationexecution, posttransformationsexecution, puttransformation, puttransformationcustomimpacts.
Leanix Webhooks	LEANIX_WEBHOOKS_TOOL	True	Manage leanix leanix webhooks operations. Action-routed methods: createcustomeventtag, createevent, createeventbatch, createsubscription, deletecustomeventtag, deletesubscription, getcustomeventtags, geteventtags, getsubscription, getsubscriptiondeliveries, getsubscriptionevents, getsubscriptions, getsubscriptionstatus, getsubscriptionstatuses, updatecustomeventtag, updatesubscription, updatesubscriptioncursor.
Graphql	GRAPHQL_TOOL	True	Execute raw GraphQL queries and mutations natively on LeanIX Pathfinder API.

Detailed tool schemas, parameter shapes, and validation constraints are preserved in docs/mcp.md.

Dynamic Tool Selection & Visibility

This MCP server supports dynamic toolset selection and visibility filtering at runtime. This allows you to restrict the set of exposed tools in order to prevent blowing up the LLM's context window.

You can configure tool filtering via multiple input channels:

• CLI Arguments: Pass --tools or --toolsets (or their disabled counterparts --disabled-tools and --disabled-toolsets) during startup.
• Environment Variables: Define standard environment variables:
  • MCP_ENABLED_TOOLS / MCP_DISABLED_TOOLS
  • MCP_ENABLED_TAGS / MCP_DISABLED_TAGS
• HTTP SSE Request Headers: Pass custom headers during transport initialization:
  • x-mcp-enabled-tools / x-mcp-disabled-tools
  • x-mcp-enabled-tags / x-mcp-disabled-tags
• HTTP SSE Request Query Parameters: Append query parameters directly to your transport connection URL:
  • ?tools=tool1,tool2
  • ?tags=tag1

When query strings or parameters are supplied, an LLM-free Knowledge Graph resolution layer (using DynamicToolOrchestrator) matches query intents against known tool tags, names, or descriptions, with safe fallback and automated 24-hour background cache refreshing.

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MCP Configuration Examples

stdio Transport (Recommended for local IDEs e.g., Cursor, Claude Desktop)

Configure your IDE's mcp.json to launch the MCP server via uvx:

{
  "mcpServers": {
    "leanix-agent": {
      "command": "uvx",
      "args": [
        "--from",
        "leanix-agent",
        "leanix-mcp"
      ],
      "env": {
        "LEANIX_WORKSPACE": "your_leanix_workspace_here",
        "LEANIX_API_TOKEN": "your_leanix_api_token_here",
        "SSL_VERIFY": "your_ssl_verify_here",
        "DEBUG": "your_debug_here",
        "PYTHONUNBUFFERED": "your_pythonunbuffered_here",
        "LEANIX_TOKEN": "your_leanix_token_here"
      }
    }
  }
}

Streamable-HTTP Transport (Recommended for production deployments)

Configure your client's mcp.json to launch the Streamable-HTTP server via uvx with explicit host and port definition:

{
  "mcpServers": {
    "leanix-agent": {
      "command": "uvx",
      "args": [
        "--from",
        "leanix-agent",
        "leanix-mcp"
      ],
      "env": {
        "TRANSPORT": "streamable-http",
        "HOST": "0.0.0.0",
        "PORT": "8000",
        "LEANIX_WORKSPACE": "your_leanix_workspace_here",
        "LEANIX_API_TOKEN": "your_leanix_api_token_here",
        "SSL_VERIFY": "your_ssl_verify_here",
        "DEBUG": "your_debug_here",
        "PYTHONUNBUFFERED": "your_pythonunbuffered_here",
        "LEANIX_TOKEN": "your_leanix_token_here"
      }
    }
  }
}

Alternatively, connect to a pre-deployed remote or local Streamable-HTTP instance:

{
  "mcpServers": {
    "leanix-agent": {
      "url": "http://localhost:8000/leanix-agent/mcp"
    }
  }
}

Deploying the Streamable-HTTP server via Docker:

docker run -d \
  --name leanix-agent-mcp \
  -p 8000:8000 \
  -e TRANSPORT=streamable-http \
  -e PORT=8000 \
  -e LEANIX_WORKSPACE="your_value" \
  -e LEANIX_API_TOKEN="your_value" \
  -e SSL_VERIFY="your_value" \
  -e DEBUG="your_value" \
  -e PYTHONUNBUFFERED="your_value" \
  -e LEANIX_TOKEN="your_value" \
  knucklessg1/leanix-agent:latest

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Additional Deployment Options

leanix-agent can also run as a local container (Docker / Podman / uv) or be consumed from a remote deployment. The Deployment guide has full, copy-paste mcp_config.json for all four transports — stdio, streamable-http, local container / uv, and remote URL:

• Local container / uv — launch the server from mcp_config.json via uvx, docker run, or podman run, or point at a local streamable-http container by url.
• Remote URL — connect to a server deployed behind Caddy at http://leanix-mcp.arpa/mcp using the "url" key.

Agent

This repository features a fully integrated Pydantic AI Graph Agent. It communicates over the Agent Control Protocol (ACP) and interacts seamlessly with the Agent Web UI (AG-UI) and Terminal interface.

Running the Agent CLI

To start the interactive command-line agent:

# Set credentials
export LEANIX_WORKSPACE="your_value"
export LEANIX_API_TOKEN="your_value"
export SSL_VERIFY="your_value"
export DEBUG="your_value"
export PYTHONUNBUFFERED="your_value"
export LEANIX_TOKEN="your_value"

# Run the agent server
leanix-agent --provider openai --model-id gpt-4o

Docker Compose Orchestration

The following docker/agent.compose.yml configures the Agent, Web UI, and Terminal Interface together:

version: '3.8'

services:
  leanix-agent-mcp:
    image: knucklessg1/leanix-agent:latest
    container_name: leanix-agent-mcp
    hostname: leanix-agent-mcp
    restart: always
    env_file:
      - ../.env
    environment:
      - PYTHONUNBUFFERED=1
      - HOST=0.0.0.0
      - PORT=8000
      - TRANSPORT=streamable-http
    ports:
      - "8000:8000"
    healthcheck:
      test: ["CMD", "python3", "-c", "import urllib.request; urllib.request.urlopen('http://localhost:8000/health')"]
      interval: 30s
      timeout: 10s
      retries: 3
      start_period: 10s
    logging:
      driver: json-file
      options:
        max-size: "10m"
        max-file: "3"

  leanix-agent-agent:
    image: knucklessg1/leanix-agent:latest
    container_name: leanix-agent-agent
    hostname: leanix-agent-agent
    restart: always
    depends_on:
      - leanix-agent-mcp
    env_file:
      - ../.env
    command: [ "leanix-agent" ]
    environment:
      - PYTHONUNBUFFERED=1
      - HOST=0.0.0.0
      - PORT=9004
      - MCP_URL=http://leanix-agent-mcp:8000/mcp
      - PROVIDER=${PROVIDER:-openai}
      - MODEL_ID=${MODEL_ID:-gpt-4o}
      - ENABLE_WEB_UI=True
      - ENABLE_OTEL=True
    ports:
      - "9004:9004"
    healthcheck:
      test: ["CMD", "python3", "-c", "import urllib.request; urllib.request.urlopen('http://localhost:9004/health')"]
      interval: 30s
      timeout: 10s
      retries: 3
      start_period: 10s
    logging:
      driver: json-file
      options:
        max-size: "10m"
        max-file: "3"

Detailed graph node architecture explanations, custom skill configurations, and agentic trace guides are available in docs/agent.md.

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Security & Governance

Built directly upon the enterprise-ready agent-utilities core, standard security parameters are fully supported:

Access Control & Policy Enforcement

• Eunomia Policies: Fine-grained, policy-driven tool authorization. Supports none, local embedded (mcp_policies.json), or centralized remote modes.
• OIDC Token Delegation: Compliant with RFC 8693 token exchange for flowing authenticating user credentials from Web UI / ACP → Agent → MCP.
• Scoped Credentials: Execution context runs restricted to the specific caller identity.

Runtime Security Grid

Feature	Functionality	Enablement
Tool Guard	Sensitivity inspection with human-in-the-loop validation	Enabled by default
Prompt Injection Defense	Input scanning, repetition monitoring, and recursive loop blocks	Enabled by default
Context Safety Guard	Stuck-loop detectors and contextual overflow preemptive alerts	Enabled by default

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Installation

Install the Python package locally:

# Using uv (highly recommended)
uv pip install leanix-agent[all]

# Using standard pip
python -m pip install leanix-agent[all]

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Documentation

The complete documentation is published as the official documentation site and is the recommended reference for installation, deployment, and day-to-day operation.

Page	Contents
Installation	pip, source, extras, prebuilt Docker image
Deployment	run the MCP and agent servers, Compose, Caddy + Technitium, env config
Usage	the MCP tools, the LeanixApi and GraphQL clients, the CLI
Overview	the standardized agent-package pattern and concept registry
Introspection & Filtering	authentication modes and dynamic toolset filtering
Concepts	concept registry (CONCEPT:LIX-*)

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Repository Owners

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Contribute

Contributions are welcome! Please ensure code quality by executing local checks before submitting pull requests:

• Format code using ruff format .
• Lint code using ruff check .
• Validate type-safety with mypy .
• Execute test suites using pytest