Flowsery MCP server
2026년 11월 10일 커밋AI 에이전트가 개인정보를 보호하는 웹 분석 데이터, 트래픽 세부 정보, 방문자 여정 및 세션 녹화에서 AI가 감지한 UX 문제를 조회할 수 있도록 합니다.
다른 이름 Flowsery/agent
- 스타
- 0
- Tools
- 28
- 다운로드, 30일
- —
- 최신 버전
- —
- 마지막 커밋
- 2026년 11월 10일
- 라이선스
- MIT
Flowsery MCP란?
Flowsery은(는) MCP server입니다. AI 에이전트가 개인정보를 보호하는 웹 분석 데이터, 트래픽 세부 정보, 방문자 여정 및 세션 녹화에서 AI가 감지한 UX 문제를 조회할 수 있도록 합니다. 28개 도구를 제공합니다. 예: list_workspaces, list_websites, get_metadata.
프로젝트 README에서 생성된 요약
Flowsery MCP server 정보
이 서버는 제품 관리자와 마케터가 AI 에이전트를 통해 웹 트래픽과 사용자 행동을 분석할 수 있게 해줍니다. Flowsery와 연결하여 개인정보를 보호하고 쿠키를 사용하지 않는 분석 데이터를 제공하며, 사용자가 실시간 방문자 수, 매출 및 전환율을 조회할 수 있도록 지원합니다. 이 서버는 기기 유형, 지리적 위치, UTM 파라미터를 포함한 25개 차원에 걸쳐 데이터를 탐색할 수 있는 28개의 도구를 제공합니다.
사용자는 단일 URL을 사용하여 Claude Desktop, Cursor, ChatGPT 또는 Windsurf와 같은 클라이언트를 위한 원격 연결로 서버를 설정할 수 있습니다. 인증은 OAuth 로그인 또는 flow_ws_로 시작하는 API 키를 통해 처리됩니다. 로컬 제어를 선호하는 개발자의 경우, 워크스페이스 API 키를 사용하여 Docker 또는 Bun을 통해 서버를 실행할 수 있습니다. Claude Code, Gemini CLI, Hermes Agent를 포함한 다양한 AI 환경에서 작동하도록 설계되었습니다.
표준 지표 외에도 이 서버는 세션 녹화에서 감지된 특정 UX 문제, 끊긴 흐름 및 버그를 식별할 수 있습니다. 에이전트가 맞춤형 목표를 추적하고, 매출 귀속을 위한 결제 내역을 기록하며, 식별된 이슈의 상태를 관리할 수 있도록 지원합니다.
활용 사례
- 1트래픽 트렌드 분석AI에게 현재 웹사이트 트래픽 지표를 이전 주와 비교하여 성장 또는 감소 요인을 파악하도록 요청하세요.
- 2UX 마찰 지점 식별분석 AI가 세션 녹화에서 감지한 버그 또는 사용성 문제에 대한 요약을 요청하세요.
- 3방문자 이탈 조사에이전트에게 기기 또는 리퍼러와 같은 특정 차원을 조사하여 방문자 수의 급격한 변화 원인을 설명하도록 지시하세요.
- 4실시간 활동 모니터링현재 활성 사용자 수와 라이브 지도상의 대략적인 위치를 조회하세요.
프로젝트의 README를 바탕으로 작성되었습니다. 모든 활용 사례는 해당 내용의 인용문과 대조하여 확인합니다.
Flowsery MCP 도구 28
README에서 감지됨list_workspaceslist_websitesget_metadataget_overviewget_timeseriesget_realtimeget_realtime_mapget_pagesget_referrersget_channelsget_campaignsget_countries
| list_workspaces | — | |
| list_websites | — | |
| get_metadata | — | |
| get_overview | — | |
| get_timeseries | — | |
| get_realtime | — | |
| get_realtime_map | — | |
| get_pages | — | |
| get_referrers | — | |
| get_channels | — | |
| get_campaigns | — | |
| get_countries | — |
도구 28개 모두 보기도구 수 줄이기
get_regionsget_citiesget_devicesget_browsersget_operating_systemsget_hostnamesget_breakdownget_goalstrack_goaldelete_goalstrack_paymentdelete_paymentsget_visitorlist_issuesget_issueupdate_issue_status
| get_regions | — | |
| get_cities | — | |
| get_devices | — | |
| get_browsers | — | |
| get_operating_systems | — | |
| get_hostnames | — | |
| get_breakdown | — | |
| get_goals | — | |
| track_goal | — | |
| delete_goals | — | |
| track_payment | — | |
| delete_payments | — | |
| get_visitor | — | |
| list_issues | — | |
| get_issue | — | |
| update_issue_status | — |
구성
FLOWSERY_API_KEY
| 이름 | 설명 | 유형 |
|---|---|---|
| FLOWSERY_API_KEY | — |
자동 검사
2026년 11월 14일에 실행됨전체 보고서 →아직 인증되지 않았습니다. 서버는 80점 이상의 점수, 심각한 결함 없음, 그리고 검사에 충분한 데이터를 갖추어야 합니다. 검사 방식 · 점수를 높이기 위해 수정할 항목
- 소스 저장소 연결 및 접근 가능flowsery/agent is public and reachablegithub.com/flowsery/agent ↗통과
- 패키지가 이 저장소를 소스로 명시검사되지 않음
- 빌드 출처(Sigstore 증명)검사되지 않음
- 오픈 소스 라이선스 (OSI)MITspdx.org/licenses/MIT.html ↗통과
- 최근 1년 내 커밋 또는 릴리스Last commit or release 2026-11-10github.com/flowsery/agent ↗통과
- OpenSSF Scorecard검사되지 않음
- 패키지 이름이 인기 패키지와 유사하지 않음검사되지 않음
- 패키지 및 해당 종속성에 중요한 보안 권고 없음검사되지 않음
- 모델에 대한 숨겨진 지침 없음28 tool descriptions and the README read; no override phrases, credential paths or hidden characters통과
- 파괴적인 도구에 라벨 표시됨검사되지 않음
- 원격 엔드포인트가 MCP 핸드셰이크에 응답검사되지 않음
README
GitHub에서 보기Flowsery agent
Let your AI agent query Flowsery, the privacy-first, cookie-free web analytics: live visitors, traffic breakdowns by 25 dimensions, goals, revenue, visitor journeys, and the bugs, broken flows and UX problems Flowsery's AI found in session recordings. 28 MCP tools, OAuth sign-in, no cookies on your site.
Connect in 30 seconds
claude mcp add --transport http flowsery https://mcp.flowsery.com/mcp
Any other MCP client needs only the URL, https://mcp.flowsery.com/mcp. The first call opens a browser to sign in with your Flowsery account. Nothing to install and no key to paste. Setup for each client is below.
What this repo is
This repo holds every Flowsery agent integration except the Claude Code and Hermes Agent plugin:
| Path | What it is |
|---|---|
skills/flowsery/ |
The agent skill for npx skills add. It drives the Flowsery REST API through scripts/flowsery.js with an API key. |
mcp-server/ |
Source of the MCP server that runs at https://mcp.flowsery.com/mcp. A push to main that touches it builds a new image. |
gemini-extension.json, GEMINI.md |
The Gemini CLI extension. It connects to the hosted MCP server and signs in with OAuth. |
Dockerfile, glama.json |
Runs the MCP server over stdio, for Glama and anyone who wants it in a container. |
lhm.plugin.json |
The LobeHub marketplace listing for the hosted MCP server. |
The Claude Code and Hermes Agent plugin lives in Flowsery/claude-plugin. It signs in with OAuth and never asks for an API key, which the Claude plugin directory and the Hermes catalog both require, so it ships its own MCP-only skill instead of the script skill here.
Pick your install
| You use | Install | Sign-in |
|---|---|---|
| Claude Code | /plugin install flowsery --marketplace Flowsery/claude-plugin |
OAuth |
| Hermes Agent | hermes plugins install flowsery |
OAuth |
| Gemini CLI | gemini extensions install https://github.com/Flowsery/agent |
OAuth |
| Claude Desktop, Cursor, ChatGPT or any MCP client | Add https://mcp.flowsery.com/mcp as a remote server |
OAuth, or an API key header |
| Cursor, Codex, Windsurf, Claude Code or any agent with skills | npx skills add Flowsery/agent |
API key |
Setup by client
The server answers an unauthenticated call with a 401 that points at its OAuth metadata, so every client below opens the Flowsery sign-in on its own. One sign-in reaches every workspace you belong to.
Claude.ai and Claude Desktop
Open Settings > Connectors, add a custom connector with the URL https://mcp.flowsery.com/mcp, and sign in. A Claude Desktop build without connectors can go through mcp-remote, which handles the sign-in itself:
{
"mcpServers": {
"flowsery": {
"command": "npx",
"args": ["mcp-remote", "https://mcp.flowsery.com/mcp"]
}
}
}
Claude Code
The plugin adds the server and a skill that knows how to use it:
/plugin install flowsery --marketplace Flowsery/claude-plugin
Or add only the server:
claude mcp add --transport http flowsery https://mcp.flowsery.com/mcp
Run /mcp, pick flowsery and sign in.
ChatGPT
Add a custom connector in Settings > Apps & Connectors with the URL https://mcp.flowsery.com/mcp and sign in.
Cursor
~/.cursor/mcp.json:
{
"mcpServers": {
"flowsery": { "url": "https://mcp.flowsery.com/mcp" }
}
}
Windsurf
~/.codeium/windsurf/mcp_config.json:
{
"mcpServers": {
"flowsery": { "serverUrl": "https://mcp.flowsery.com/mcp" }
}
}
VS Code
.vscode/mcp.json:
{
"servers": {
"flowsery": { "type": "http", "url": "https://mcp.flowsery.com/mcp" }
}
}
Codex
~/.codex/config.toml:
[mcp_servers.flowsery]
url = "https://mcp.flowsery.com/mcp"
Then sign in with codex mcp login flowsery.
Gemini CLI
gemini extensions install https://github.com/Flowsery/agent
Hermes Agent
hermes plugins install flowsery
hermes plugins enable flowsery
Headless agents and clients without OAuth
Create an API token on the API tokens page and send it as a header. Keys start with flow_ws_.
{
"mcpServers": {
"flowsery": {
"type": "http",
"url": "https://mcp.flowsery.com/mcp",
"headers": { "Authorization": "Bearer flow_ws_your_key" }
}
}
}
Example prompts
- "How's my traffic this week compared to last week?"
- "Which channels and campaigns brought paying customers this month?"
- "Visitors dropped on Tuesday. Check pages, referrers and devices and tell me why."
- "How many people are on the site right now, and where are they?"
- "How much traffic did ChatGPT, Perplexity and other AI assistants send us this month?"
- "What did Flowsery find in session recordings this week? Mark the checkout bug as in progress."
- "Show me the journey of the visitor who just started a free trial."
- "Which landing pages convert best for mobile visitors from Germany?"
Tools
28 tools. Every report takes a date range, a timezone and filters on country, region, city, device, browser, OS, page, hostname, referrer, channel and UTM parameters.
Workspaces and websites
| Tool | What it does | Changes data |
|---|---|---|
list_workspaces |
List the workspaces the sign-in can act in; pass an id as workspaceId to any other tool |
No |
list_websites |
List the websites the token can read, with domain, timezone, currency and KPI goal. Call it first | No |
get_metadata |
One website's settings: domain, timezone, currency, KPI goal, logo and colors | No |
Traffic
| Tool | What it does | Changes data |
|---|---|---|
get_overview |
Headline totals for a date range: visitors, sessions, bounce rate, session duration, revenue, revenue per visitor and conversion rate | No |
get_timeseries |
The same metrics by hour, day, week or month, with new, renewal and refunded revenue | No |
get_realtime |
Visitors active in the last 5 minutes | No |
get_realtime_map |
Active visitors with city-level location for a live map; coordinates rounded to 0.1 degrees, no IP addresses | No |
Breakdowns
| Tool | What it does | Changes data |
|---|---|---|
get_pages |
Page paths ranked by visitors | No |
get_referrers |
Referring sites ranked by visitors, with known sources such as Google, ChatGPT and Reddit named | No |
get_channels |
Traffic grouped into GA4-style channels: Organic Search, Paid Social, Email, Direct and more | No |
get_campaigns |
UTM campaigns ranked by visitors | No |
get_countries |
Visitors by country | No |
get_regions |
Visitors by region or state | No |
get_cities |
Visitors by city | No |
get_devices |
Desktop, mobile and tablet split | No |
get_browsers |
Visitors by browser | No |
get_operating_systems |
Visitors by operating system | No |
get_hostnames |
Visitors by hostname, for sites that track several domains or subdomains | No |
get_breakdown |
Group visitors by any of 25 dimensions, including entry page, exit link, browser and OS versions and every UTM parameter | No |
Goals and visitors
| Tool | What it does | Changes data |
|---|---|---|
get_goals |
Every goal, including the automatic payment and free trial goals, with completions in the window | No |
track_goal |
Record one completion of a custom goal; the goal is created on first use | Yes |
delete_goals |
Permanently delete goal completions that match the filters | Yes |
track_payment |
Record a payment for revenue attribution, or mark one refunded; never charges anyone | Yes |
delete_payments |
Permanently delete payment records that match the filters | Yes |
get_visitor |
One visitor's location, device, source, visits, goals, revenue and timeline | No |
Session issues
| Tool | What it does | Changes data |
|---|---|---|
list_issues |
Bugs, broken flows and UX problems the AI found in session recordings, ranked by severity | No |
get_issue |
One issue with its occurrences, sessions, steps to replicate, comments and linked Linear or Jira ticket | No |
update_issue_status |
Set an issue to open, in progress, resolved or suspended | Yes |
Roles, permissions and safety
- Every call runs with the signed-in member's role in the workspace. Reads need
workspace.read; tracking or deleting goals and payments and changing an issue's status needflowsery.write, which Admin and Editor hold. - Read-only tools carry
readOnlyHint. Onlytrack_goal,delete_goals,track_payment,delete_paymentsandupdate_issue_statuschange anything, so clients that confirm writes ask before those five. Payment tools change analytics records only; they never charge, refund or touch a payment provider. - Visitor tools return the analytics of your own websites.
get_realtime_maprounds coordinates to 0.1 degrees, and no tool returns IP addresses or billing details. - A website key (
flow_) reaches one website; a workspace token (flow_ws_) or an OAuth sign-in reaches every website in the workspace.
Workspaces
An OAuth sign-in can reach several workspaces, each with its own data and your own role there. list_workspaces returns them, and every other tool takes an optional workspaceId, which the server sends as the X-Workspace-Id header. Without it a tool works in the workspace list_workspaces marks current. A workspaceId the sign-in cannot reach answers 403 with code: workspace_access_denied. An API key belongs to one workspace.
The skill
npx skills add Flowsery/agent
Or copy skills/flowsery/ into your project's skills folder. Cursor can also read it as a remote rule from https://raw.githubusercontent.com/Flowsery/agent/main/skills/flowsery/SKILL.md.
Setup
- Create an account at flowsery.com, add your website and install the tracking snippet.
- Create a workspace API token on the API tokens page.
- Run:
./scripts/flowsery.js setup --key flow_ws_xxxxx
What the agent can do
- Headline totals for any date range: visitors, sessions, bounce rate, revenue and conversion rate
- Trends by hour, day, week or month
- Visitors active right now, with a live map
- Breakdowns by any of 25 dimensions: pages, landing pages, referrers, channels, UTM campaigns, countries, regions, cities, devices, browsers and more
- Filters on country, device, browser, UTM parameters, page and channel
- Goals and their completions, and recording custom goal events
- Recording payments for revenue attribution (Stripe, LemonSqueezy and Polar are tracked automatically)
- One visitor's full journey with their activity timeline
- The issues Flowsery's AI found in session recordings, and changing their status
You: How's my traffic this week?
Agent: Your site had 2,847 visitors and 3,912 sessions this week.
Bounce rate is 62%. Revenue: $1,240 from 18 conversions.
Top sources: Google (41%), Direct (28%), Twitter (12%).
Run the server yourself
The hosted server is the easy path. To run it yourself over stdio with Bun:
{
"mcpServers": {
"flowsery": {
"command": "bun",
"args": ["run", "/path/to/agent/mcp-server/src/index.ts"],
"env": { "FLOWSERY_API_KEY": "flow_ws_your_key" }
}
}
}
Or in Docker:
docker build -t flowsery-mcp .
docker run -i -e FLOWSERY_API_KEY=flow_ws_your_key flowsery-mcp
bun run src/index.ts --http in mcp-server/ serves the same tools over Streamable HTTP on port 3100, the way https://mcp.flowsery.com/mcp runs. Environment variables and local development are in mcp-server/README.md.
FAQ
Do I need an API key?
No. Point your client at https://mcp.flowsery.com/mcp and sign in with the email you use on Flowsery. Keys are for headless agents and clients without OAuth.
Does the agent see personal data? It sees what your Flowsery dashboard shows for your own websites: approximate location, device, source and activity. No IP addresses, and live map coordinates are rounded.
Can it change my analytics?
Five tools write: track_goal, delete_goals, track_payment, delete_payments and update_issue_status. Everything else is read-only.
Does it work with several websites?
Yes. Call list_websites and pass a websiteId or domain to the report tools.
What's the difference between this repo and Flowsery/claude-plugin?
The plugin is the Claude Code and Hermes package: OAuth only, with a skill that drives these MCP tools. This repo has the server's source, the API-key skill for npx skills add and the Gemini extension.
Links
- Flowsery
- AI agents
- API tokens
- Claude Code and Hermes plugin
- Privacy policy: flowsery.com/privacy
License
MIT
Flowsery MCP 질문
Flowsery MCP는 어떤 도구를 제공하나요?
28개 도구를 제공합니다. 예: list_workspaces, list_websites, get_metadata, get_overview, get_timeseries.
Flowsery에 어떻게 연결하나요?
대부분의 MCP 클라이언트에서 원격 URL을 통해 연결하거나 Claude Code 플러그인 명령어를 사용할 수 있습니다.
API 키가 필요한가요?
대부분의 클라이언트는 브라우저를 통한 OAuth 로그인을 사용하지만, 헤드리스 에이전트는 flow_ws_로 시작하는 API 토큰을 사용할 수 있습니다.
에이전트가 데이터를 변경할 수 있나요?
네, 목표 추적, 결제 기록 또는 이슈 상태 업데이트와 같은 특정 도구를 통해 데이터를 수정할 수 있습니다.