AI agent tool reliability // full index

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Tools

• june_subgraph Junemind/june-mcp — A bounded subgraph export.
• june_ingest Junemind/june-mcp — Structured node/edge ingestion.
• june_docs_refresh Junemind/june-mcp — Read the agent's standing docs — full digest
• june_doc_list Junemind/june-mcp — Read the agent's standing docs — registry listing
• june_backlinks Junemind/june-mcp — What links to one node (its incoming edges).
• june_docs_export Junemind/june-mcp — Mirror every agent doc to docs/agent/<name>.md.
• june_page_export Junemind/june-mcp — Export any page to a managed file or section.
• june_page_import Junemind/june-mcp — Import an exported file back into its June page.
• june_doc_get Junemind/june-mcp — Read the agent's standing docs — one doc's body
• june_learn Junemind/june-mcp — Learn from a document or text and integrate into the graph
• june_doc_delete Junemind/june-mcp — Write them — two-phase delete
• june_doc_save Junemind/june-mcp — Save a document to the agent docs canvas
• june_usage Junemind/june-mcp — Usage receipts — what June served, measured by named tokenizer.
• june_graph Junemind/june-mcp — Query the knowledge graph — get neighborhood or subgraph of nodes
• june_maintain Junemind/june-mcp — Maintain the knowledge graph — enrich or resolve nodes
• june_page_read Junemind/june-mcp — Read pages from the canvas — list, get, or view grammar
• june_answer Junemind/june-mcp — Grounded, cited answer from the graph; abstains rather than guesses.
• june_search Junemind/june-mcp — Ranked evidence for a query (supports multi-hop).
• june_context Junemind/june-mcp — Assembled context pack under a token budget.
• june_neighborhood Junemind/june-mcp — The graph around one node.
• june_remember Junemind/june-mcp — Write a fact/note into the graph; long texts run as a job.
• june_enumerate Junemind/june-mcp — Nodes matching a predicate for list-all questions.
• june_ingest_file Junemind/june-mcp — Upload one local file from operator-approved folder.
• june_enrich Junemind/june-mcp — Pro: background re-extraction of canvas with richer engine.
• june_resolve Junemind/june-mcp — Maintenance: merge duplicate entities via same_as edges.
• get_enhancements estebandavila-amrize/SAP MCP Server — Retrieves enhancements for an object.
• get_usage_references estebandavila-amrize/SAP MCP Server — Finds where an object is used.
• update_program_source estebandavila-amrize/SAP MCP Server — Updates the source code of an existing ABAP program.
• create_class estebandavila-amrize/SAP MCP Server — Creates a new ABAP class.
• get_function_group_source estebandavila-amrize/SAP MCP Server — Retrieves the source code of an ABAP function group.
• get_structure estebandavila-amrize/SAP MCP Server — Retrieves the definition of an ABAP structure.
• get_includes_list estebandavila-amrize/SAP MCP Server — Lists includes of an ABAP program or class.
• get_source_by_uri estebandavila-amrize/SAP MCP Server — Retrieves source code by URI.
• get_sql_query estebandavila-amrize/SAP MCP Server — Executes a SQL query on the SAP system.
• update_program_from_file estebandavila-amrize/SAP MCP Server — Updates an ABAP program from a file.
• create_program estebandavila-amrize/SAP MCP Server — Creates a new ABAP program.
• get_cds_view_source estebandavila-amrize/SAP MCP Server — Retrieves the source code of a CDS view.
• get_table_definition estebandavila-amrize/SAP MCP Server — Retrieves the definition of a database table.
• get_package_contents estebandavila-amrize/SAP MCP Server — Lists the objects in an ABAP package.
• get_transaction_info estebandavila-amrize/SAP MCP Server — Retrieves information about a transaction.
• search_objects estebandavila-amrize/SAP MCP Server — Searches for ABAP objects by query.
• get_function_module_source estebandavila-amrize/SAP MCP Server — Retrieves the source code of an ABAP function module.
• ping estebandavila-amrize/SAP MCP Server — Pings the SAP system to check connectivity.
• get_program_source estebandavila-amrize/SAP MCP Server — Retrieves the source code of an ABAP program.
• get_class_source estebandavila-amrize/SAP MCP Server — Retrieves the source code of an ABAP class.
• get_include_source estebandavila-amrize/SAP MCP Server — Retrieves the source code of an ABAP include.
• get_interface_source estebandavila-amrize/SAP MCP Server — Retrieves the source code of an ABAP interface.
• generate_http_test XUnitAssured.Mcp — Scaffolds an HTTP test method (GET, POST, PUT, DELETE)
• translate_playwright_code XUnitAssured.Mcp — Translate Playwright Inspector code to XUnitAssured DSL.
• generate_kafka_test XUnitAssured.Mcp — Generate a Kafka test using XUnitAssured DSL based on a natural language description.
• generate_kafka_produce_consume_test XUnitAssured.Mcp — Generates a round-trip produce→consume test
• generate_playwright_test XUnitAssured.Mcp — Generate a Playwright UI test using XUnitAssured DSL based on a natural language description.
• translate_playwright_to_dsl XUnitAssured.Mcp — Translates Playwright C# Inspector code to XUnitAssured fluent DSL
• generate_http_crud_tests XUnitAssured.Mcp — Generates 5 CRUD test methods for a REST resource
• list_http_dsl_methods XUnitAssured.Mcp — Lists all HTTP DSL methods (request, auth, assert)
• generate_kafka_produce_test XUnitAssured.Mcp — Scaffolds a Kafka produce test method
• generate_camunda_test XUnitAssured.Mcp — Reads a BPMN diagram and writes the Camunda test skeleton
• translate_playwright_to_test XUnitAssured.Mcp — Generates a complete Given/When/Then test from Playwright code
• list_xunitassured_dsl_methods XUnitAssured.Mcp — Lists all Playwright DSL methods with equivalents
• generate_kafka_consume_test XUnitAssured.Mcp — Scaffolds a Kafka consume test method
• list_kafka_dsl_methods XUnitAssured.Mcp — Lists all Kafka DSL methods (produce, consume, auth, assert)
• create_baton mmarubio1/Relaystation — Create a durable, shareable storage object (baton) for agents.
• witness_baton mmarubio1/Relaystation — Cryptographically witness a baton's state.
• read_baton mmarubio1/Relaystation — Read the contents of a baton.
• append_to_baton mmarubio1/Relaystation — Append data to an existing baton.
• mint_token mmarubio1/Relaystation — Mint a token for a baton (e.g., for access control).
• data_sql mmarubio1/Relaystation — Execute SQL queries on data.
• image_convert mmarubio1/Relaystation — Convert image formats.
• llm_translate mmarubio1/Relaystation — Translate text using LLM.
• llm_extract mmarubio1/Relaystation — Extract structured data from text using LLM.
• esigndoc_create mmarubio1/Relaystation — Create a document for e-signature.
• screen_name mmarubio1/Relaystation — Screen a name against sanctions/PEP lists.
• notify_operator mmarubio1/Relaystation — Send a notification to a human operator.
• message_agent mmarubio1/Relaystation — Send a message to another agent.
• create_contract mmarubio1/Relaystation — Create a binding agent contract.
• search_tools mmarubio1/Relaystation — Search for tools by keyword.
• describe_tool mmarubio1/Relaystation — Get the schema/description of a tool.
• call_tool mmarubio1/Relaystation — Execute a tool by name with parameters.
• ask_operator mmarubio1/Relaystation — Ask a human operator via Telegram/email/SMS and wait for reply.
• pdf_ocr mmarubio1/Relaystation — Perform OCR on a PDF.
• idverify_create mmarubio1/Relaystation — Verify a government ID (KYC).
• vsphere_list_resource_pools ISH2YU/VMware-MCP — Reservations, limits and current usage.
• vsphere_search_inventory ISH2YU/VMware-MCP — Search by name across object types when you don't know what a name refers to.
• vsphere_list_vms ISH2YU/VMware-MCP — VMs filtered by name, power state, datacenter, cluster, host, guest OS or IP.
• vsphere_list_running_tasks ISH2YU/VMware-MCP — What vCenter is doing right now.
• vsphere_list_alarms ISH2YU/VMware-MCP — Every currently triggered alarm, red first.
• vsphere_change_vm_power_state ISH2YU/VMware-MCP — Power on/off, suspend, reset, or ask the guest to shut down or reboot.
• vsphere_list_snapshots ISH2YU/VMware-MCP — Snapshot tree plus a flat list with paths.
• vsphere_delete_snapshot ISH2YU/VMware-MCP — Delete one snapshot, a subtree, or all of them.
• vsphere_clone_vm ISH2YU/VMware-MCP — Clone a VM or deploy from a template.
• vsphere_reconfigure_vm ISH2YU/VMware-MCP — Change vCPU count, cores per socket, memory or notes.
• vsphere_migrate_vm ISH2YU/VMware-MCP — vMotion, storage vMotion, or both.
• vsphere_delete_vm ISH2YU/VMware-MCP — Delete a VM (requires confirm=true and powered off).
• vsphere_list_tasks ISH2YU/VMware-MCP — Recent tasks, optionally scoped to an object.
• vsphere_get_task ISH2YU/VMware-MCP — Poll a single task by id.
• vsphere_about ISH2YU/VMware-MCP — Product, version, API type, authenticated user and the active permission mode.
• vsphere_list_datacenters ISH2YU/VMware-MCP — Every datacenter.
• vsphere_list_clusters ISH2YU/VMware-MCP — Clusters with capacity, DRS and HA configuration.
• vsphere_list_hosts ISH2YU/VMware-MCP — ESXi hosts with hardware, version and live CPU/memory utilisation.
• vsphere_get_host ISH2YU/VMware-MCP — One host in full, including its VMs, datastores and networks.

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