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* init * initial tool * cleanup * prefer server over mcpserver * add admin tool check * type defineTool * update ping tool * improve tool handling * update tool definition * rework typres and add initial tool * add schema to input * add schema to handler opts * add system prompt * rename defineTool types * Update tool.ts * handle zod errors * return correct format * fix tool list * prefer names from tool definition * continue items improv * return zod as schema output * pass data down from zod parse * handle no input schema tool * update response format * add handler note * Ensure collection exists before access * prefer name in tool file * remove redundant message * fix type issue and typo * sanitize query * add singleton support * add remaining item tool commands * support validate schema * remove single actions and deleteByQuery * fix toarray import * updated tool types * add back missing rpc message import * remove unnecessary input schema * updated tool registration * separate schema * removed partial * remove tool name prefix on schema * file tool wip * pass down correct collection for folders/files * fix global list * add base64 asset retrieval support * enable files tool * add multi tool result type support * add schema tool * add missing file schema to files tool * add create singleton support * fixed system tool missing inputSchema * inputschema is not optional * initial flows tools * forgot to push the index * fix closing the connection * Update server.ts * format * revert * inputSchema is not optional * add notification handler * fix tool handlers * simplified express handler and fixed non-closing get requests from inspector * add comment * changed sse error code * small tweaks * auto sanitize query * utilize relevant file/folder service over generic item * prefer admin flag over explicit check * add base description * updated flows * improve overview command * dont include invalid field properties * fix typings for schema overview * add note to schema overview * add schema overview interface choices * reorg * remove util and default opt out of mcp prevent delete * fixed unreturned code paths * fix service typing * prevent delete should be opt in * fix import * fmt * fix query * added flows tool test * added some tool util funcs for better testing * return deleted keys on item delete * add item tool tests * Update items.test.ts * fix delete for schema tool * add schema tests * export the transport class * make handleRequest async * await the handleREquest function * reverted misleading async change * Added awaiting to server tests * added some files tests * fmt * fix mcp file test types * move collection, field and relation to their own tools * Add prompts * enable trigger flow * improve prompts * test wip * add prompts to build * remove invalid args for schema tools * finish collection and field tests * finish relation tests * add catalog for mcp sdk * prefer zod builtin for json schema conversion * Do not use custom types in json schema * fix data extraction and validation process * do not allow additional properties * MCP -> Schema Tool and Prompt Updates (#25617) * separate system prompt description and system prompt * stop duplicating field names to save context * fetch only collections list first - add keys to fetch detailed schema * updated schema prompt * add repeater support for schema tool * add collection item dropdown support * items prompt * long form prompts (need to tighten and condense) * simplified query schema * fmt * Improve typings * add basic prompt support and add type file * add query support * Finalize prompt support * remove outdata env values * MCP settings page (#25687) * Render MCP in all caps * Bootstrap AI settings page * Add migration for mcp settings * Add translations for mcp settings * Setup fields in system data * Add more translations * Add use-collection-validation composable * Bootstrap mcp prompts validation interface * Finish settings page * Add changeset * Run formatter and resolve stylelint warning * remove changeset --------- Co-authored-by: daedalus <44623501+ComfortablyCoding@users.noreply.github.com> * remove unnecessary object strict changes * revert import ordering * designate specific file per tool * default delete to disabled * account for empty messages * remove custom type for relation item * MCP -> Schema Tool -> Add support for relationships (#25693) * rough in relations for schema detail * Update schema.ts --------- Co-authored-by: daedalus <44623501+ComfortablyCoding@users.noreply.github.com> * cleanup schemas * MCP Settings -> Improvements (#25696) * add sidebar component for consistency * add the translations we can for mcp prompts schema * fix icon for collection * set proper order * clean up interaction * handle edge case where ai prompts collection is deleted but value still saved in settings * Ignore AI settings in general settings (#25698) * add system prompt override * allow disabling system prompt * add import from url option to files tool * remove legacy type arg * add url to result * add url to flows * add endpoint for read * add url display to prompt * add changeset * fmt * Do not utilize custom type in file import * Improve appearance of v-notice components (in the MCP settings) (#25714) * add indentContent prop to v-notice for improved alignment of slot content and change appearance of the button inside the v-notice * add snapshot * fix mcp system prompt note display * Add dynamic mimetype and audio support * Allow disabling mcp feature via env * update changeset * MCP -> Update Settings Labels and Notes (#25725) * update copy for settings labels and descriptions * add divider * suggestions from mtkg team * use success notice when validated * update validation success msg * add top notice * just the endpoint and nothing but the endpoint Co-authored-by: daedalus <44623501+ComfortablyCoding@users.noreply.github.com> * fix systemPrompt to system_prompt --------- Co-authored-by: daedalus <44623501+ComfortablyCoding@users.noreply.github.com> * utilize flow service for definition and limit to manual flows * remove unnecessary check * fmt * ensure json expected fields are json * Update folder tests * prefer test * add asset tool tests * improve mcp test typing for folder and asset * update collection tests * prefer plural tool naming * update field tests * remove create action for files * update file tests * update flow tests * update item tests * update operation tests * update relation tests * add system tests * Update trigger flow tests * reorg asset error test to error handling * add admin accountability for relation tests * update schema tests * prefer test over it * add admin check * prefer aftereach for clear mock * improve protocol error * MCP -> Possible Relations Tool Fix (#25754) * remove extra try catch and switch to zod v4 built in errors * replace custom schemas * replace schemas * resolve typing and format * prefer discriminate union for actions --------- Co-authored-by: daedalus <44623501+ComfortablyCoding@users.noreply.github.com> * add json rpc error for invalid prompt * prefer non protocol for tools and fix protocal errors for prompts * promptsCollection should be optional * fix server issues * update server tests * fix useCollectionValidation tests * Remove remaining file create artifacts * Remove custom types to allow proper validation * restrict access to non public * adjust schema tool to be non admin * fix schema tool tests * add non admin tool check in tests * allow either field or data.field for relation create * 405 to indicate no stream support * ensure system accountability is not admin * MCP Prompt Cleanup (#25745) * asset-tool prompt * trim files prompt * remove tags example * remove create from files prompt * cleanup collection * cleanup items * add missing examples to operations * add xml structure to improve comprehension * flows and operations improvements * remove create action from files tool * fix query schema * remove reused ref for OpenAI support * update fields * cleanup collections * detailed field example * cleanup folder * update relations * unconfuse folders and collection folders --------- Co-authored-by: daedalus <44623501+ComfortablyCoding@users.noreply.github.com> * fmt * FlowItemInputSchema should be partial * Fix operation tool input schema * Fix schema tool tests * MCP -> Improve collections tool prompts (#25781) * Fix collection <> folder issue * improve system fields handling * Add asset downscaling * fmt * Add tool title annotation and prefix name with `directus` * Fix tests for updated naming * improve asset tests * Update title to correct location * Improve `inputSchema` for LLM ingestion (#25789) * do not use top level unions * support multi field create * update prompt * support transaction al calls on fieldsService methods * cleanup --------- Co-authored-by: bryantgillespie <hey@bryantgillespie.com> * update field tests * fix relations prompt * Do not skip internal collections as long as permissions allow * Update api/src/services/server.ts Co-authored-by: Brainslug <br41nslug@users.noreply.github.com> * Update app.ts Co-Authored-By: Brainslug <br41nslug@users.noreply.github.com> * whoops * revert ws changes --------- Co-authored-by: Brainslug <tim@brainslug.nl> Co-authored-by: Bryant Gillespie <bryant@hireclockwork.com> Co-authored-by: Rijk van Zanten <rijkvanzanten@me.com> Co-authored-by: Florian C. Wachmann <dev@formfcw.com> Co-authored-by: bryantgillespie <hey@bryantgillespie.com> Co-authored-by: Brainslug <br41nslug@users.noreply.github.com>