Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
Hosted dashboards and scheduled data jobs for AI agents, with thresholds, alerts and share links.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
适用于网页版、桌面版和手机版 Claude:
https://tlly.dev/mcp在终端中运行这条命令
claude mcp add --transport http tlly https://tlly.dev/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"tlly": {
"url": "https://tlly.dev/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"tlly": {
"type": "http",
"url": "https://tlly.dev/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
ChatGPT 只能连接互联网上的服务器:
https://tlly.dev/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
工具名称和描述与服务器在 2026年11月6日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。
create_dashboardCreate a hosted dashboard; returns its public URL. Dashboard spec: {"title": str, "description"?: str, "range"?: "1m"|"3m"|"6m"|"ytd"|"1y"|"2y"|"5y"|"10y"|"max", "theme"?: "auto"|"light"|"dark" (default mode; auto follows the viewer's system and viewers can switch), "layout"?: "a
update_dashboardReplace a dashboard's spec (URL stays the same). Every update is saved as a numbered version. With "draft": true it is saved without going live: viewers keep seeing the live version, members can preview the draft at the returned preview_url, and publish_dashboard_version makes it
list_dashboard_versionsList a dashboard's saved versions (newest first) with which one is live and a members-only preview URL for each.
publish_dashboard_versionMake a saved version of a dashboard the live one (also to roll back). The dashboard keeps its URL and visibility.
rotate_dashboard_urlGive a dashboard a new public URL and disable the old one at once (e.g. if a link leaked). Spec and data are unchanged.
list_dashboardsList dashboards with their URLs.
delete_dashboardDelete a dashboard (series data is kept).
push_pointsWrite dated values to a series (upsert by date). Use when you compute data yourself. Values are numbers, or short text labels for a text series (e.g. a rating or stance; see Data policy). A series' first write fixes its type.
get_seriesRead the latest points of a series.
list_seriesList all series with their type (number or text), point counts and date ranges; text series also list their values.
delete_seriesDelete all points of a series, or remove a derived series' definition.
define_derivedCreate or replace a derived series, computed from other series every time it is read (always fresh, stores no points, counts toward the series limit). definition: {"op":"add"|"subtract"|"multiply"|"divide","a":series,"b":series} (matched by date) | {"op":"pct_change"|"diff"|"movi
list_secretsList the names of the workspace's stored secrets (API keys for private sources) and the host each may be sent to. Use one in a job's url, headers or body as {{secret:NAME}}.
test_jobDry-run a job spec: fetch, extract and transform, return a preview. Saves nothing. Job spec: {"series": name, "cron": "m h dom mon dow" (UTC, at most every 5 min), "request": {"url", "method"?: "GET"|"POST", "headers"?: {}, "body"?: obj|str, "pages"?: {"param": "page", "start"?:
create_jobSchedule a fetch job. It runs once immediately and the result is returned. Job spec: {"series": name, "cron": "m h dom mon dow" (UTC, at most every 5 min), "request": {"url", "method"?: "GET"|"POST", "headers"?: {}, "body"?: obj|str, "pages"?: {"param": "page", "start"?: 0, "max"
import_onceFetch a job spec once and save the result, without scheduling it or using a job slot ("cron" is optional and ignored). Use for one-off dashboards whose data doesn't need to update; points count toward the data quota. Job spec: {"series": name, "cron": "m h dom mon dow" (UTC, at m
update_jobReplace a job's spec, or pause it with enabled=false. Job spec: {"series": name, "cron": "m h dom mon dow" (UTC, at most every 5 min), "request": {"url", "method"?: "GET"|"POST", "headers"?: {}, "body"?: obj|str, "pages"?: {"param": "page", "start"?: 0, "max"?: 1-10} (json with i
list_jobsList scheduled fetch jobs with their last run status and any error message.
run_job_nowRun a scheduled fetch job immediately, store any new points, and return the run result.
delete_jobDelete a job (its series data is kept).
get_statusHealth check: failing jobs, stale or empty panels, dashboards, storage usage. Call this to verify everything works.
get_usageStorage usage against quotas (data points = values + annotations, series, dashboards, jobs) and the largest series. Check before large writes.
add_annotationsAttach short dated notes to a series (e.g. 'Policy rate raised to 4.5%'); shown as markers on charts. Single-line plain text, max 280 chars; one note per date (re-adding replaces it); each counts as one data point.
list_annotationsRead the latest annotations of a series.
delete_annotationsDelete annotations of a series on the given dates, or all of them if dates is omitted.
set_alert_webhookSet or clear the workspace webhook URL for job-failure and dashboard status alerts (pass an empty url to clear). When events fire, tlly POSTs JSON to that URL (Slack and Discord incoming webhooks get a short text payload instead). Events include job_failed, status_changed (keep p
set_panel_alertSet when one dashboard panel sends alert email and/or a webhook (colour change, threshold cross, or off). trigger: change (default), red, notgreen, above, below, or off; above/below need limit. notify: both, email, or webhook. panel is the 0-based index in the live spec. Saving c
set_stale_alertConfigure when tlly sends stale-data alert email and webhooks because a series stopped updating. after: auto (from the job schedule and point spacing, at least two days), off, hours, or a window like 48h or 7d. Use dashboard_id for every series on a dashboard, series for one seri
list_integration_skillsList integration setup playbooks (Stripe, Shopify, Sheets, and the other sources tlly can read). A spreadsheet starts from the KPI template. Make a copy https://docs.google.com/spreadsheets/d/1Ty5X3LkY2unxTNGbkq36qDzuuYxQMsuywaTNyzL_pac/copy. Public CSV https://docs.google.com/sp
get_integration_skillRead one integration playbook by id: what to track, the minimum credential and scopes, the exact tlly job, and gotchas. google-sheets and json-api also return a template field (Make a copy, public CSV, downloads). Make a copy https://docs.google.com/spreadsheets/d/1Ty5X3LkY2unxTN
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月9日
注册名称已通过域名 tlly.dev 验证(注册中心会核实域名所有权)
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
在 629 毫秒内响应(HTTP 200)
无需登录
已读取 30 个工具描述,未发现针对 AI 的隐藏指令
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 3 项适用的基础检查中通过了 3 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(1.0.0)于9天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, CLIO Paraview
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Visualize simulation results in ParaView: load fields, then slice, contour, color and render them.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
[tlly](https://tlly.dev) is a hosted service for dashboards and scheduled data jobs built for AI agents and teams: pull numbers from Stripe, Shopify, HubSpot, Google Sheets, and more; chart them with thresholds; get morning checks, alerts, and shareable links.
This repository is the public listing for tlly’s remote MCP server (metadata, logo, and setup docs). It does not contain the hosted service source code.
| Website | https://tlly.dev |
| MCP endpoint | https://tlly.dev/mcp |
| Transport | Streamable HTTP |
| Auth | OAuth 2.0 (sign in with your tlly account; no API key in config) |
| Support / issues | GitHub Issues |
The MIT LICENSE in this repo applies to this repository’s documentation and metadata only, not to the tlly hosted service or its backend.
Claude (custom connector): Settings → Connectors → add remote URL https://tlly.dev/mcp.
Claude Code:
claude mcp add --transport http tlly https://tlly.dev/mcp
Cursor (mcp.json):
{
"mcpServers": { "tlly": { "url": "https://tlly.dev/mcp" } } }
ChatGPT: Developer mode / Connectors → add https://tlly.dev/mcp.
VS Code: MCP config with "type": "http" and "url": "https://tlly.dev/mcp".
Step-by-step notes for each client: [docs/setup.md](./docs/setup.md).
This repository is a Cursor Plugin: install from the marketplace (after review) or test locally by copying the repo into ~/.cursor/plugins/local/tlly.
| File | Role |
|---|---|
.cursor-plugin/plugin.json | Plugin manifest (name: tlly) |
mcp.json | Remote MCP server (https://tlly.dev/mcp) |
skills/tlly/SKILL.md | Agent skill for dashboards, jobs, and alerts |
Submit for marketplace review: cursor.com/marketplace/publish (public Git repository URL for this repo).
One-line summaries below; full parameter schemas and job/dashboard specs are in the live MCP server card.
| Tool | Summary |
|---|---|
create_dashboard | Create a hosted dashboard; returns its public URL. |
update_dashboard | Replace a dashboard's spec (URL stays the same). |
list_dashboard_versions | List saved dashboard versions and which one is live. |
publish_dashboard_version | Make a saved version of a dashboard the live one (also to roll back). |
rotate_dashboard_url | Issue a new public URL and disable the old one immediately. |
list_dashboards | List dashboards with their URLs. |
delete_dashboard | Delete a dashboard (series data is kept). |
| Tool | Summary |
|---|---|
push_points | Write dated values to a series (upsert by date). |
get_series | Read the latest points of a series. |
list_series | List all series with type, point counts, and date ranges. |
delete_series | Delete all points of a series, or remove a derived series' definition. |
define_derived | Define a derived series computed from other series when read. |
add_annotations | Attach short dated notes to a series as chart markers. |
list_annotations | Read the latest annotations of a series. |
delete_annotations | Delete annotations on given dates, or all annotations on a series. |
| Tool | Summary |
|---|---|
test_job | Dry-run a job spec: fetch, extract and transform, return a preview. |
create_job | Schedule a fetch job; runs once immediately and returns the result. |
import_once | Fetch and save once without scheduling or using a job slot. |
update_job | Replace a job's spec, or pause it with enabled=false. |
list_jobs | List scheduled fetch jobs with their last run status and any error message. |
run_job_now | Run a scheduled fetch job immediately, store any new points, and return the run result. |
delete_job | Delete a job (its series data is kept). |
| Tool | Summary |
|---|---|
set_alert_webhook | Set or clear the workspace webhook URL for job and status alerts. |
set_panel_alert | Configure when a dashboard panel sends email or webhook alerts. |
set_stale_alert | Configure when tlly sends stale-data alert email and webhooks because a series stopped updating. |
| Tool | Summary |
|---|---|
list_secrets | List stored secret names and the host each may be sent to. |
get_status | Health check for jobs, stale panels, dashboards, and storage usage. |
get_usage | Report storage usage against quotas and the largest series. |
list_integration_skills | List integration setup playbooks for Stripe, Shopify, Sheets, and more. |
get_integration_skill | Read one integration playbook: credentials, job spec, and gotchas. |
Plans and limits from tlly.dev (start free; upgrade when you need more):
| Plan | Price | Dashboards | Checks | People |
|---|---|---|---|---|
| Free | $0 | 3 | 5 checks each | Just you |
| Pro | $19 / month founding (50 spots left, until 22 Nov 2026, 23:59 Europe/Oslo); then $29 / month or $290 / year | 20 | 200 checks | you + 5 |
| Business | $99 / month or $990 / year | 100 | 1,000 checks | you + 20 |
Current founding pricing and availability: see [tlly.dev](https://tlly.dev).
server.json describes this server for the Official MCP Registry as `dev.tlly/tlly` (DNS-verified namespace). Published entry: registry search for dev.tlly/tlly. This repo holds listing metadata and setup docs for that server.