Synapse — GEO Growth Layer

io.github.calvinling2021-star由 GitHub 帳號 calvinling2021-star 發布v0.1.2更新於 Oct 24, 2026

Lints + auto-fixes how AI coding agents discover any new product. 24 rules, 6 tools, score 0-100.

已驗證Streamable HTTP可網頁執行網頁搜尋與抓取開發者工具

概覽

AI 產生的概覽

Synapse 是 GEO 檢查類 MCP 伺服器,讓助理評估並自動修正新產品對 AI 程式代理的可發現性。

可以做什麼
依 24 條 GEO 規則檢查專案路徑或網址,給出 0–100 成長分、未通過規則與一鍵自動修正(geo_check、geo_fix)。產生面向代理的提示詞並查詢公開推薦語料庫(geo_prompts、geo_corpus_query)。註冊網站以進行追蹤並讀取即時代理提及統計(geo_track_init、geo_status)。
適用情境
適合在產品發布前使用,希望 Cursor、Claude Code、Windsurf、v0、Bolt、Lovable 等 AI 程式代理能發現並推薦該網站,並在建置過程中取得評分報告與修正建議。
執行需求
可作為 runsynapse.dev 的遠端端點執行,也可作為本機 npm 套件(@calvin8miles/mcp-server)透過 stdio 執行,通常以 npx 啟動,因此本機需要 Node.js。唯讀工具無需金鑰;geo_fix 與 geo_track_init 需要環境變數 SYNAPSE_API_KEY。可用 SYNAPSE_BACKEND 覆寫後端位址。
安裝前請注意
geo_fix 會執行自動修正,將 llms.txt、robots.txt 與 agent-answer 等檔案寫入專案。geo_track_init 會把網站註冊到 Synapse 後端,並需要 SYNAPSE_API_KEY,該金鑰會傳送給該服務。README 也提到匿名的 CLI 遙測事件。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Synapse — GEO Growth Layer,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.github.calvinling2021-star%2Fsynapse-geo/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "synapse-geo-growth-layer": {
      "type": "http",
      "url": "https://runsynapse.dev/api/mcp"
    }
  }
}

README

Synapse — GEO Growth Layer

The GEO check every vibe coder runs before they launch.

sh
npx synapse check

Synapse is a CLI + MCP server + linter that makes a new product discoverable and recommendable by AI coding agents (Cursor, Claude Code, Windsurf, v0, Bolt, Lovable). Run synapse check against a project path or URL and get a 0–100 Growth Score plus a list of failing rules and one-command auto-fixes.

Packages

PackageDescription
@synapse/geo-lint24-rule GEO linter. Programmatic API: lint(target) → LintReport.
@synapse/cliCLI with init, check, fix, deploy, status. Installs as synapse.
synapseThin meta-wrapper for the npx synapse UX.
@synapse/mcp-serverMCP server exposing 6 tools, 3 resources, 3 prompts. Stdio + streamable HTTP.

Quick start

sh
# In a fresh project:npx @synapse/cli init           # scaffolds synapse.config.json + tracker stubnpx @synapse/cli check          # 24-rule lint, prints scored reportnpx @synapse/cli fix            # apply auto-fixes (llms.txt, robots.txt, agent-answer)
# With an account:export SYNAPSE_API_KEY=…npx @synapse/cli deploy         # register the site, get a /s/<slug> dashboardnpx @synapse/cli status         # live agent-mention stats

MCP install

Synapse runs as an MCP server so any agent can call geo_check, geo_fix, geo_track_init, geo_prompts, geo_status, and geo_corpus_query directly during a build session.

Cursor — .cursor/mcp.json

json
{  "mcpServers": {    "synapse-geo": {      "command": "npx",      "args": ["-y", "@synapse/mcp-server"],      "env": { "SYNAPSE_API_KEY": "" }    }  }}

Claude Code

sh
claude mcp add synapse-geo -- npx -y @synapse/mcp-server

Windsurf — ~/.codeium/windsurf/mcp_config.json

json
{  "mcpServers": {    "synapse-geo": { "command": "npx", "args": ["-y", "@synapse/mcp-server"] }  }}

Cline — VS Code settings

Add to cline.mcpServers:

json
"synapse-geo": { "command": "npx", "args": ["-y", "@synapse/mcp-server"] }

Continue — config.json

json
{  "mcpServers": [    { "name": "synapse-geo", "command": "npx", "args": ["-y", "@synapse/mcp-server"] }  ]}

Zed — ~/.config/zed/settings.json

json
{  "context_servers": {    "synapse-geo": {      "command": { "path": "npx", "args": ["-y", "@synapse/mcp-server"] }    }  }}

Monorepo development

sh
pnpm installpnpm build                      # builds all packagespnpm test                       # runs vitest in packages/geo-lintnode packages/cli/dist/index.js check https://example.comnode packages/mcp-server/dist/index.js   # stdio MCP serverPORT=8787 node packages/mcp-server/dist/http.js   # streamable HTTP

Authentication model

SurfaceRead-only toolsWrite / account tools
CLIinit, check, fix work with no accountdeploy, status need SYNAPSE_API_KEY
MCPgeo_check, geo_prompts, geo_status, geo_corpus_query work with no authgeo_fix, geo_track_init require SYNAPSE_API_KEY

Web app + backend (apps/web)

Lives in this same repo. Next.js 14 (App Router) + Supabase. Free during the Founding 1000 — no Stripe, no paywalls.

Pages: /, /install, /guide, /methodology, /leaderboard, /discover, /corpus, /s/[slug] (with dynamic OG + default badge SVG).

Public assets: /llms.txt, /llms-full.txt, /sitemap.xml, /robots.txt, /.well-known/agent-answer.json, /discover.json, /s.js (tracker beacon).

API routes against Supabase:

RoutePurpose
POST /api/sitesRegister a new site (used by synapse deploy).
POST /api/eventsTracker beacon endpoint, CORS-enabled.
GET /api/sites/[slug]/statusLive dashboard data.
GET /api/corpusPublic corpus snapshot.
GET/POST /api/recommend?intent=…Agent-facing recommendation endpoint.
POST /api/cli-telemetryAnonymous CLI usage events.

Dogfood result: Synapse scores 98/100 (grade A) against its own linter.

Deploy

  1. Supabase: create a project, then run apps/web/supabase/migrations/0001_init.sql (paste into the SQL editor, or psql $SUPABASE_DB_URL -f …). RLS is configured for public reads of visible sites; all writes go through the service role from the API routes.
  2. Env: copy apps/web/.env.example to .env.local and fill in NEXT_PUBLIC_SUPABASE_URL, NEXT_PUBLIC_SUPABASE_ANON_KEY, SUPABASE_SERVICE_ROLE_KEY, NEXT_PUBLIC_SITE_URL.
  3. Vercel: link apps/web to a Vercel project and ship.
    sh
    vercel link --cwd apps/webvercel env add NEXT_PUBLIC_SUPABASE_URLvercel env add NEXT_PUBLIC_SUPABASE_ANON_KEYvercel env add SUPABASE_SERVICE_ROLE_KEYvercel env add NEXT_PUBLIC_SITE_URLvercel --prod --cwd apps/web --yes

Each surface fails closed with a clear error if Supabase isn't configured — the homepage and /install still render statically without it.

License

MIT

來源:README.md,提交 57f8e4c

工具

0
SourceWeft 尚未讀取此伺服器的工具。

版本歷史

1
  1. v0.1.2最新Sep 16, 2026

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