
Workflows Mcp Server
io.github.cyanheads由 GitHub 帳號 cyanheads 發布v0.5.0更新於 Oct 29, 2026
Store, query, and create YAML workflow playbooks for LLM agents.
概覽
本機 MCP 伺服器,從檔案目錄儲存、列出、讀取、建立與刪除供 LLM 代理使用的版本化 YAML 工作流程腳本。
- 可以做什麼
- 依關鍵字、分類與標籤篩選列出永久工作流程,可選擇顯示每個工作流程用到的 server/tool 組合
- 依名稱與選用的 semver 版本取得完整工作流程定義,並附上資料庫的全域指示
- 在分類目錄下以 YAML 檔案建立永久工作流程,包含名稱、版本、描述、作者與步驟
- 建立暫存草稿工作流程,可被讀取但不會出現在清單中
- 在使用者確認解析出的名稱、版本與檔案後刪除永久工作流程或草稿
- 透過防抖的檔案系統監看器自動偵測 YAML 檔案的修改
- 適用情境
- 適合希望代理跨工作階段重複使用由 MCP server/tool 呼叫組成的多步驟腳本、把這些腳本以可讀且可納入版本控管的 YAML 保存在磁碟上,並臨時起草一次性工作流程而不弄亂永久資料庫的情境。
- 執行需求
- 在本機執行,支援 stdio(或 Streamable HTTP)。需要 Bun v1.4.0 以上或 Node.js v24 以上,可透過 npx、bunx 或 Docker 安裝。需要一個本機 YAML 工作流程目錄,由 WORKFLOWS_DIR 指定(預設 ./workflows-yaml)。不需要 API 金鑰。選用設定包括 GLOBAL_INSTRUCTIONS_PATH、WATCHER_DEBOUNCE_MS、MCP_TRANSPORT_TYPE、MCP_HTTP_PORT、MCP_AUTH_MODE 與 MCP_LOG_LEVEL。
安裝
在 SourceWeft 中
- 開啟 儀表板中的 Workflows Mcp Server,將其新增到工作區。
- 為需要使用其工具的對話啟用該服務。
Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。
其他 MCP 客戶端
參照 儲存庫 中的啟動說明。
README
@cyanheads/workflows-mcp-server
Store, query, and create YAML workflow playbooks for LLM agents via MCP. STDIO or Streamable HTTP.
Overview
A declarative workflow library for LLM agents, backed by local YAML files. Store, list, and retrieve named, versioned multi-step playbooks — each a sequence of MCP server/tool calls — for permanent reuse or one-shot temporary runs. Edits to the YAML files are picked up automatically.
Tools
Capability reference
workflow_list tool
- Optional
query(name and description),category(substring), andtags(all must match) filters, case-insensitive; temporary drafts are never listed - Sorted by name, then highest version first; an empty result carries a
noticeechoing the applied filters includeTools: trueadds each workflow's uniqueserver/toolpairs
workflow_get tool
nameplus an optional semverversion; omitversionfor the highest available, drafts included- Returns the full workflow, its
source(permanentortemp), andglobalInstructionsfromglobal_instructions.md(nullwhen absent); fails withnot_foundorversion_not_found - Template placeholders such as
{{input.foo}}come back verbatim — the server never interpolates them
workflow_create tool
name, semverversion,description,author,category, andsteps(plus optionaltags); stored as one file pername@versionundercategories/<category>/, with created and updated dates stamped- Returns the
key(name@version) andfilePath; fails withalready_existswhen a permanent workflow or a draft holds the key,invalid_input, orwrite_failed
workflow_create_temp tool
- The
workflow_createfields minuscategory; stored undertemp/, retrievable withworkflow_get, never listed, and kept untilworkflow_deleteremoves it statusiscreated, oroverwrittenwhen it replaced the draft of the same key (keeping that draft'screated_date); a key held by a permanent workflow fails withalready_exists
workflow_delete tool
nameplus an optionalversion(omitted: the highest across permanent workflows and drafts); the user confirms the resolvedname@version, source, and file before anything is deleted, so a client without elicitation cannot delete- Returns the deleted workflow's
source, plus anoticewhen another file declaring the same key now takes its place; fails withcancelled,confirmation_invalid(a prompt never issued, already answered, older than 10 minutes, or issued to another caller),target_changed(the file or its content changed after the user saw it), ornot_found
Features
Built on @cyanheads/mcp-ts-core: stdio and Streamable HTTP transports, pluggable auth (none / jwt / oauth), swappable storage (in-memory, filesystem, Supabase, Cloudflare KV/R2/D1), structured logging with optional OpenTelemetry tracing.
Workflow library:
- YAML files under
categories/andtemp/are validated at index time; an invalid file is skipped and logged, never crashes the server - In-memory index keyed by
name@version, read from each file's content rather than its name and kept fresh by a debounced recursive watcher; a permanent workflow outranks a draft with the same key - Versions are canonical semver everywhere: a leading
v, surrounding whitespace, and build metadata are dropped, sov1.0.0+build.5is stored, keyed, and looked up as1.0.0 - Creates and deletes run one at a time, so each existence check holds until its write lands; filenames carry a hash of
name@version, so keys whose slugs coincide never share a file - An
_index.jsonsnapshot is written on every rebuild for external tooling and debugging
Agent-friendly output:
- Discriminated output —
source: "permanent" | "temp"on everyworkflow_getresponse and typedreasoncodes (not_found,version_not_found,already_exists,cancelled,confirmation_invalid,target_changed,index_unavailable, …) on failures, so callers branch on data instead of parsing error strings - No extra round trip —
workflow_getalways returnsglobalInstructionsalongside the workflow definition in the same response - Response shaping —
workflow_list's optionalincludeToolsflag pre-derives the uniqueserver/toolpairs used by a workflow, and an empty result echoes the applied filters with a broadening hint instead of returning nothing
Getting started
No API keys required. The server reads from a local workflows-yaml/ directory by default.
Add the following to your MCP client configuration file:
Or with npx (no Bun required):
Or with Docker:
For Streamable HTTP, set the transport and start the server:
Seed workflows
The repository ships a workflows-yaml/ directory with example workflows organized under categories/. These are ready to use as a starting point. The workflows-yaml/global_instructions.md file contains instructions the server includes in every workflow_get response (the globalInstructions field) — edit it to set global guidance for your agent.
Prerequisites
- Bun v1.4.0 or higher (or Node.js v24+).
- A local directory containing YAML workflow files (or use the bundled
workflows-yaml/seed).
Installation
- Clone the repository:
- Navigate into the directory:
- Install dependencies:
- Configure environment:
Configuration
See .env.example for the full list of optional overrides.
Running the server
Local development
-
Build and run:
-
Run checks and tests:
Docker
The Dockerfile defaults to HTTP transport, stateful session mode (required — see MCP_SESSION_MODE above), and logs to /var/log/workflows-mcp-server. OpenTelemetry peer dependencies are installed by default — build with --build-arg OTEL_ENABLED=false to omit them.
Project structure
Development guide
See CLAUDE.md for development guidelines and architectural rules. The short version:
- Handlers throw, framework catches — no
try/catchin tool logic - Use
ctx.logfor request-scoped logging - Register new tools via the barrel in
src/mcp-server/tools/definitions/index.ts - Filesystem operations go through
WorkflowIndexService, not directly in tool handlers
Contributing
Issues are welcome. Run checks and tests before submitting:
License
Apache-2.0 — see LICENSE for details.
來源:README.md,提交 148f4db
工具
0版本歷史
6- v0.5.0最新Oct 29, 2026
- v0.4.2Oct 25, 2026
- v0.4.1Oct 7, 2026
- v0.4.0Sep 24, 2026
- v0.3.3Sep 19, 2026
- v0.3.2Sep 16, 2026
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