FlowCastle

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쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.

검사 4/4 통과 · 내가 묻는 내용은 제작자 서버(api.flowcastle.ai)를 거쳐요 · ✓ 명령 확인 2026년 11월 13일

claude mcp add --transport http --scope user flowcastle https://api.flowcastle.ai/api/mcp --header 'Authorization: Bearer your-value'

{
  "mcpServers": {
    "flowcastle": {
      "url": "https://api.flowcastle.ai/api/mcp",
      "headers": {
        "Authorization": "Bearer your-value"
      }
    }
  }
}

{
  "servers": {
    "flowcastle": {
      "type": "http",
      "url": "https://api.flowcastle.ai/api/mcp",
      "headers": {
        "Authorization": "Bearer your-value"
      }
    }
  }
}

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이 서버의 연결 방식과 각 앱의 공식 문서를 바탕으로 했어요. 2026년 11월 10일 확인.

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도구 이름과 설명은 서버가 2026년 11월 13일에 알려 준 그대로예요. 우리가 아니라 제작자가 쓴 글이고, 일반 텍스트로만 보여 드려요.

• list_applications

  List the applications this API key can access, with the caller role and the permissions it grants. Start here when using a personal API key (usr_...): every other tool needs an explicit applicationId, which this tool supplies. Read-only, takes no arguments. Returns an array of {

• create_application

  Create a new application (workspace) owned by the caller. Requires a personal API key (usr_...) — application-scoped keys cannot create applications. Seeds default flows unless skipDefaultFlows is true. Creates persistent state and is NOT idempotent: calling it twice creates two

• update_application

  Update application-level settings (name, active state, default language, language for everyone else, incoming-message behavior). Requires the manage_settings permission in that application. Only the fields you pass are changed; omitted fields keep their current value, so the call

• import_website_knowledge

  Crawl a website into a knowledge base so an AI_TOOL_ROUTER can answer from it. Creates a new base (named after the host) unless knowledgeBaseId is given. Honours robots.txt, skips junk and duplicate pages, keeps blog posts by default, and caps at maxPages. Returns at once with a

• get_knowledge_base_document

  Return the FULL text of one knowledge-base document, with contentSha256 — the hash edit_knowledge_base_text_document quotes as expectedSha256. Read-only. get_workspace_summary and get_application_context show each document only as a preview (truncated: true when cut), so read the

• get_website_import

  Status of a website import started by import_website_knowledge or an import_website_into_knowledge_base action: stage, progress, counters, warnings and the pages that were not imported. Read-only. Poll until status is DONE, DONE_WITH_ERRORS or FAILED.

• list_watched_groups

  List the group/channel chats a telegram_mtproto userbot monitors. Read-only. The watched list is the single source of truth for which chats the userbot processes: messages from unlisted group/channel chats are dropped (fail closed) and their contacts never materialize; DMs always

• list_telegram_operations

  Discover supported Telegram MTProto account operations, input schemas, permissions and limits. Requires manage_broadcasts. All current operations read public data; this catalog does not connect to Telegram. botId may be omitted when the application has exactly one userbot.

• execute_telegram_operation

  Submit one supported read operation on the connected telegram_mtproto account. Call list_telegram_operations for the input schema. Returns a requestId; poll get_telegram_operation until completed, error or timed_out. Requires manage_broadcasts. Nothing is sent, joined, marked as

• get_telegram_operation

  Read a Telegram operation status and result using its requestId and the same applicationId/botId used for submission. Requires manage_broadcasts for the owning application. Poll every two seconds. Results expire one hour after their last update. timed_out means no result arrived

• set_watched_groups

  Replace a telegram_mtproto userbot's watched-groups list — the chats it monitors. Requires the manage_settings permission. SET semantics: send the COMPLETE desired list every time (call list_watched_groups first and include existing entries you want to keep — omitting one removes

• sync_dialog_contacts

  Import a telegram_mtproto userbot's existing chats as contacts — DM partners, groups, and channels — so everything the account already talks to becomes a contact send_message can target without waiting for each chat to message first. Importing does not allow sending: send_message

• get_workspace_summary

  Return a compact application, flow, sequence, operation, and bot summary — the cheapest way to orient in a workspace. Read-only, no side effects. Deliberately omits variables and full flow graphs: use get_variable_context for variables, get_flow_context for a flow's topology, and

• get_variable_context

  Search variable definitions by scope and keyword, or read one variable by id. Read-only. Returns { variables, total, returned, truncated } — compare returned against total to detect a cut-off result set and re-call with a higher limit. Values are withheld unless includeValues is

• get_application_context

  Return the full application-level automation context in one read-only call: every flow (with folders), connected bots, variables, sequences, and operations. This is the broad orientation call — prefer get_workspace_summary when you only need names and counts, since this response

• get_module_catalog

  Return a compact index of both installed and available marketplace modules, with each module's key, versions, description, actions, and triggers. Read-only. Start here when you need a capability the core action kinds do not cover; then call get_module_details for the exact input

• get_module_details

  Return everything needed to use one module: action input fields and their types, trigger configuration, manual setup fields (credentials an operator must fill in the dashboard), and references to already-installed actions. Read-only. Call get_module_catalog first to obtain module

• install_module

  Install an exact marketplace module version into an application and create any missing installed-template actions. Requires the manage_automation permission. Call get_module_catalog first to select the module and version, then get_module_details after installation to inspect setu

• search_flows

  Find every flow and block whose contents contain a keyword. Read-only. Searches message text and its translations, button labels and URLs, action names and configs, action input/output field paths and values, condition operands, trigger commands and payloads, custom-code files, a

• get_flow_context

  Return one flow's graph topology: its blocks in reading order from the start block, a short summary per block, and where each block and each menu button leads (links[].to, menu.buttons[].to). Read-only. Deliberately omits block data, action configs and the ids of buttons, actions

• get_block_details

  Return the complete contents of one block: block data, action configs, HTTP request bodies, custom-code files, triggers, menu payloads, and media paths. Read-only. This is the heaviest read in the API — call get_flow_context first to find the block you need rather than walking a

• get_action_schema

  Read-only, needs no API key. The action-authoring contract apply_actions batches are validated against. With NO arguments, returns an INDEX of block types, actions, action kinds and topics with descriptions and sizes. Then request only what this bot uses. Detail responses include

• get_design_guidelines

  Return the flow-design rules that validation does NOT enforce: when to split a branch into its own flow, how navigation and menus must be wired, and worked examples. Read-only, needs no API key. Called with NO arguments it returns a compact INDEX: the short rules every batch need

• get_funnel_analytics

  Return the measured conversion funnels of the workspace's ENTRY flows over the last 14 days, busiest first: how many new contacts entered, which blocks they reached, the share who stop at each block, which buttons lead nowhere (pressed then silence), and how many recorded a goal.

• get_flow_analytics

  Measure how NAMED flows are actually used over the last 14 days: how many contacts entered each one, where inside it they stop (per block, with the stop RATE), how many were answered by a human agent afterwards, and how many hit an error. Unlike get_funnel_analytics this works fo

• get_survey_results

  Read what customers ANSWERED in this workspace's surveys. A survey is any flow marked isSurvey: its choice questions record which option each contact tapped, and its free-text questions store the reply the contact typed. Called with NO flowId it lists every survey flow with how m

• search_flow_examples

  Search the library of reusable flow examples covering common business cases (lead capture, onboarding, payments, reminders). Read-only, needs no API key. Returns summaries to choose by — id, title, summary, useWhen, tags, requiredModules, hasSchemaExample — with no flow body; pas

• get_flow_example

  Return one reusable flow example by id, optionally with a complete action batch you can adapt and pass to apply_actions. Read-only, needs no API key. Call search_flow_examples first to find the id.

• validate_actions

  Dry-run validation of a proposed batch of flow-builder actions. Mutates nothing and is safe to repeat. OPTIONAL: apply_actions runs this exact validation itself and applies nothing when invalid, so calling validate_actions first is redundant — use it only to check a draft you do

• apply_actions

  Validate and apply a batch of flow-builder actions — the single write path for editing flows, blocks, variables, broadcasts, sequences, and folders. Call this directly; a separate validate_actions call beforehand is unnecessary. Broadcasts have no dedicated tool and are managed h

• deploy_application

  Publish the workspace to its bots — the API equivalent of the dashboard's Deploy button. This is the step that makes edits live. apply_actions writes to the DRAFT graph. Until this runs the connected bots keep serving the previously published version, so a change that looks appli

• run_flow_autotest

  Runs deterministic behavioural tests against flows that are ALREADY applied (compiles them to an AST and simulates a user). Call after apply_actions to verify a build; read `summary` and the failed checks, patch with apply_actions, re-run. Mutates nothing. The smoke layer runs on

• send_message

  Send a message to ONE contact right now, outside any flow. For reaching many contacts use a broadcast instead. Target the contact with contactId (globally unique — preferred), or with platformId (the platform-side id, e.g. the Telegram user id). platformId is NOT globally unique:

• send_flow_to_contacts

  Run an EXISTING interactive flow for each listed contact right now, outside any trigger — as if each of them had just triggered it. Use it when the WHOLE message is the flow — its first block's text, media and buttons are what the recipient sees. To send your own custom text with

• read_messages

  Read the message transcript: what users sent the bot and what the bot sent back, newest first. Source is the runtime's own message ledger, written by the bot as it handled each turn — inbound messages are recorded before any routing decision, so messages that matched no trigger a

• list_contacts

  List and search contacts in the application, paginated, newest first. Read-only. Filters combine as AND; search matches name, username, email, phone, and platformId; `tags` / `tagIds` keep only contacts carrying at least one of those tags (UTM attribution tags are named "utm: " —

• list_bot_chats

  List the groups and channels the application's bots were added to, newest first: title, kind, the numeric chatId a flow uses to address the chat, when the bot was added, and the bot's status and rights there (is it an administrator, can it invite or remove members). Read-only. A

• list_contact_tags

  List the contact tags in use in the application (or one bot) with how many contacts carry each, most-used first. Read-only. This is the attribution view: UTM tags ("utm: ", set by ?start=utm-- deep links, one per ad or campaign) show how many contacts each source brought in; othe

• get_contact

  Return one contact's full profile plus every contact-variable value stored for them. Read-only. Values may hold personal data; variables of type SECRET are always redacted. Call list_contacts first to find the contactId.

• get_contact_activity

  Return one contact's engagement history: goals they achieved and buttons they clicked, newest first, plus all-time goal totals. Read-only. This is the per-contact companion to get_broadcast_analytics (which is aggregate). Clicks are inline/menu button presses inside the bot — typ

• list_event_contacts

  The reverse lookup: which contacts triggered one analytics event — achieved a goal (kind GOAL + goalKey), clicked a button (BUTTON_CLICK + blockId, optionally buttonId/buttonIndex), were sent a block (BLOCK_SENT + blockId), or received a broadcast (BROADCAST_DELIVERED + broadcast

• create_contact

  Create a contact manually — for imports or externally-sourced audiences; contacts who message a bot are created automatically. Requires the manage_broadcasts permission. platformId must be unique within the bot (duplicate fails with 409); botId may be omitted only when the applic

• update_contact

  Update a contact's profile fields and/or contact-variable values. Requires the manage_broadcasts permission. Only the fields you pass are changed — omitted fields keep their current value — so the call is idempotent. The variables map takes variable NAMES (or full folder paths wh

• list_broadcasts

  List broadcasts in the application with status, schedule, and delivery counts. Read-only. Filters combine as AND. Note that delivery counts report messages attempted, not confirmed deliveries. recipientCount is the number of delivery rows once the broadcast has started sending. B

• get_broadcast_details

  Return full details for a single broadcast: status, schedule, recurrence rule, linked flow, and delivery breakdown by status. recipientCount is the number of delivery rows once the broadcast has started sending. Before that it is a live count of the audience only when the audienc

• get_broadcast_analytics

  Return engagement analytics for a broadcast: delivery breakdown by status plus per-message-block sent and clicked counts for its flow, over an optional date window. Read-only. Sent counts reflect messages attempted, not confirmed deliveries.

• list_releases

  List the application's releases, newest first. A release is a frozen copy of everything the editor held when it was published (flows, steps, menus, actions, variables), stored with the rows' own ids. Each entry has its number, when and how it was made (DASHBOARD, MCP, AI_REPUBLIS

• restore_release

  Put an earlier release back into the editor: every flow, step, menu, action and variable returns exactly as it was, under the same ids, so running conversations, scheduled steps and buttons users already received keep working. Nothing is lost: the current editor state is saved fi

• list_pulse_items

  List Pulse items — the workspace attention queue. Two kinds: `attention` is an observed problem a detector found (failing flows, a failed broadcast, an unsubscribe spike), `recommendation` is a proposed improvement. Read-only. Defaults to open items, ordered by severity then due

• get_pulse_item

  Return one Pulse item in full: the measured evidence, the ids of the conversations and execution-log rows behind it, and the change Apply would build if the item carries one. Read-only. Call list_pulse_items first to get the itemId. Note `resolutionPolicy`: an `automatic` item cl

• update_pulse_item

  Change one Pulse item's state. Every action changes the queue for the WHOLE workspace — an item belongs to the workspace, not to whoever called the tool, so dismissing a recommendation hides it from every member and records who decided that. `acknowledge` closes an attention item

• list_follow_up_tasks

  List follow-up tasks — reminders for a person to get back to a contact. Read-only, ordered by due time so overdue work comes first. A follow-up sends nothing by itself. Scopes: `mine` is the open work assigned to the key's owner and needs a personal key; `unassigned` is unowned o

• create_follow_up_task

  Create a follow-up reminder for a person to get back to a contact. For work the team owes (checking a database, fixing a bug, a refund), use create_task instead. Creates persistent state and is NOT idempotent: calling it twice creates two reminders. Nothing is sent when it comes

• update_follow_up_task

  Close, reopen, snooze, or reschedule one follow-up task. Completing it records that a person handled the reminder — it does not message the contact. Snoozing moves the due time too, so the task reappears when the snooze ends.

• list_tasks

  List CRM tasks — work the team owes, like checking payment records, fixing a bug or sending a refund. Read-only. Tasks live in CRM → Tasks. A task may stand alone or be linked to contacts. While leads are on for the workspace, linking parks the contact's open lead until the task

• create_task

  Create a CRM task, on its own or linked to contacts. Creates persistent state and is NOT idempotent. Tasks live in CRM → Tasks. A task may stand alone or be linked to contacts. While leads are on for the workspace, linking parks the contact's open lead until the task is done (par

• update_task

  Change one CRM task: its fields, its status, or which contacts it is linked to, in one call. Tasks live in CRM → Tasks. A task may stand alone or be linked to contacts. While leads are on for the workspace, linking parks the contact's open lead until the task is done (parkLeads,

• delete_task

  Delete one CRM task. Leads parked on it come back to Waiting on us. The task disappears from CRM → Tasks; to finish a task instead, use update_task with status "done".

• query_flow_logs

  Read the bot execution log (flow_execution_log) — the record of what the runtime actually did, and the only place that separates "the action ran" from "the action produced output". Read-only; requires the view_logs permission. Two modes: without groupBy it returns the newest matc

• get_tribute_setup

  Read the Tribute one-time payment setup of an application: whether a Tribute account is connected, the notification link and whether the owner confirmed it, the products set up here, the number contact variables a purchase can add to, and nextSteps (what is still missing, in orde

기본 점검i

누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 13일 점검

• ✓ 통과

  제작자와 저장소 일치

  레지스트리 이름이 도메인 flowcastle.ai 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)

• ✓ 통과

  계속 관리되고 있음

  코드 마지막 변경: 4개월 전

• – 해당 없음

  라이선스 있음

  해당 없음: flowcastle.ai 소유자가 직접 운영하는 클라우드 서버라 저장소 코드를 실행하지 않아요

• ✓ 통과

  엔드포인트 응답

  515ms 만에 응답(HTTP 200)

• – 해당 없음

  OAuth로 로그인

  로그인 필요 없음

• ✓ 통과

  도구 설명에 숨겨진 지시 없음

  도구 설명 60개를 읽었고, AI에게 보내는 숨겨진 지시는 없었어요

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채팅 및 이메일 카테고리의 다른 서버와 비교i

• 이 카테고리의 다른 서버 2018개 중 89%보다 스타가 많아요
• 이 카테고리의 다른 서버 2018개 중 15%보다 최근에 레지스트리에 공개됐어요
• 기본 점검 결과가 이 카테고리의 다른 서버 2018개 중 100%와 같거나 더 좋아요

레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.

같은 카테고리의 다른 것

같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.

카드 보는 법:↓ 주간 다운로드i★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i

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연결 방법

제작자의 README

POST https://api.flowcastle.ai/api/mcp

export FLOWCASTLE_MCP_TOKEN='<your-application-api-key>'

codex mcp add flowcastle \

{