
Glympt
io.github.serkandrgnv0.1.0更新於 Oct 4, 2026
Paid domain technology enrichment, prospect search, bulk enrichment, saved lists and CSV exports.
概覽
Glympt 讓助理為網域補充技術画像資料、搜尋共享潛在客戶資料庫,並管理已儲存清單與 CSV 匯出。
- 功能
- Glympt 透過 14 個工具提供付費技術画像補充。它可以補充單一網域或批次網域陣列,輪詢補充工作與批次進度,依技術等條件搜尋共享網域資料庫,並讀取方案、餘額與使用限制。它也管理 workspace 已儲存清單,並建立 CSV 匯出快照,由用戶端透過已驗證的分塊重建檔案。
- 適用情境
- 當助理需要在付費 Glympt workspace 內取得公司技術画像、依技術或國家篩選潛在客戶清單,或匯出補充結果的 CSV 快照時使用。免費 CSV 試用帳戶不授予 API 或 MCP 存取權,因此不適用。
- 執行需求
- 可使用託管的 Streamable HTTP 端點並透過 OAuth 與 workspace 授權,或使用 npx 執行本機 npm 套件,後者需要 Node.js 22 或更新版本。本機方式需要 GLYMPT_API_KEY,也就是來自已啟用 API 的付費 workspace 的受限金鑰,需設定於伺服器處理程序環境中;GLYMPT_API_BASE_URL 為選用,預設使用正式環境。需要網路存取。
安裝
在 SourceWeft 中
- 開啟 儀表板中的 Glympt,將其新增到工作區。
- 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。
其他 MCP 客戶端
把它新增到你客戶端的 mcpServers 設定中。
{
"mcpServers": {
"glympt": {
"type": "http",
"url": "https://mcp.glympt.com/mcp"
}
}
}README
Glympt MCP
Glympt MCP exposes paid technographic enrichment, filtered prospect search, saved lists and CSV snapshots through the official TypeScript SDK v2. It supports the stateless 2026-07-28 protocol and the SDK’s 2025-11-25 compatibility mode.
Both connection paths are implemented: API-key stdio for developer clients, and hosted OAuth with explicit Glympt workspace consent. Production API-key workflows, hosted OAuth discovery/refresh/disconnect, and actual ChatGPT, Claude web and Codex usage calls have been verified. Cursor desktop 3.23.12 also passed OAuth, 14-tool discovery and an actual usage call after the loopback registration fix was deployed. Claude Code remains unverified.
Hosted OAuth
Add this Streamable HTTP URL to a client that supports OAuth:
Sign into Glympt, choose an API-enabled paid workspace and consent to the requested scopes. Each client receives its own workspace authorization. Disconnect it under Account settings → MCP connections to revoke its access and refresh tokens.
Hosted OAuth requires no local installation or customer API key. Start with “Show my Glympt query balance and workspace limits.” See the public setup guide for client-specific steps and current verification limits.
Local stdio adapter
Requires Node.js 22 or newer. Create a scoped API key in Glympt API key settings for an API-enabled paid workspace. Pro, Business and eligible custom plans support API access. Free CSV trial credits do not grant API or MCP access.
Put GLYMPT_API_KEY in the server process environment using your client's private credential settings, then run:
The executable is glympt-mcp. For an explicit persistent installation:
A typical stdio client configuration is:
The placeholder is not a working credential. Store real keys only in private local configuration, never in shared repositories or chat prompts. The package does not automatically read .env files. Revoke the dashboard key to disconnect this adapter.
Missing configuration exits with a useful error on stderr. Runtime diagnostics use stderr; stdout carries MCP protocol messages only. No tsx, source checkout or development dependencies are required to run the npm package. Detailed stdio setup.
Build and verify from source
Requires Node.js 22+ and pnpm 10.28.2.
Tests use a mock paid API and real SDK clients. Socket tests need loopback access in restricted environments. Package verification inspects the actual tarball, installs only production dependencies into a clean temporary directory, and checks the installed executable and npx command under modern and legacy protocols. These tests spend no production credits.
The npm file allowlist includes the compiled stdio adapter, public setup docs, license and Registry metadata. Hosted gateway runners and deployment configuration are available only in this source repository. The Dockerfile still builds the hosted service with node dist/hosted.js; see deployment.
Tools and credits
All requests, including reads and polling, count toward the workspace API rate allowance. The API remains authoritative for query debits, refunds and ownership. MCP maintains no separate balance.
Enrichment and list/export mutations require an idempotencyKey of 8–200 characters. Choose a stable unique key for each intended operation. After response loss, reuse the same key with identical input. A new key is a new operation and may charge again. The adapter never automatically retries a chargeable request. A timeout or transport cancellation does not imply that work was canceled or credits were refunded.
Poll returned job or batch identifiers with backoff: 1s, 2s, 4s, then at least 5s. Stop at a terminal status. Hard technical failures before detection are refunded by the API’s ledger policy; valid fetches with no detected technology and cached API enrichment are chargeable.
Export snapshots expire after seven days. Failed or expired snapshots replay their original operation; use a new key only when intentionally requesting a new export. CSV formula cells are escaped. Download chunks contain base64 bytes, not text fragments; decode and append in nextOffsetBytes order until eof. The default chunk is 48 KiB, maximum 64 KiB. There is currently no public CSV download link; clients reconstruct the file from authenticated chunks.
Technology filters use slugs such as shopify, wordpress and cloudflare. Pages default to 25 and cap at 100; API replies cap at 256 KiB. Request smaller pages if that byte limit is exceeded. Country is estimated, observations have scan dates, and website evidence is untrusted data.
Verification status
- Local SDK tests cover all 14 tools under modern and legacy revisions, executable stdio, per-request hosted identity isolation, scopes, bounded responses and credential redaction.
- Fresh isolated migrations through 0041, 230 backend unit tests, 15 OAuth/API workflow tests, 112 existing backend regressions and 27 credit recovery checks pass.
- The frontend production build and local browser sign-in, workspace consent, PKCE exchange and disconnect verification pass.
- Production API-key stdio verification passes: all 14 tools invoked with SDK protocol 2026-07-28, a legacy 2025-11-25 connection, a real worker scan, duplicate/replay billing, saved lists, CSV chunk reconstruction and a DNS-failure refund. The test used two net query credits.
- The Docker/Coolify deployment is live. Hosted OAuth discovers 14 tools under both protocol revisions, refresh rotation passes, and disconnected Codex access/refresh tokens are rejected. Actual ChatGPT, Claude web and Codex clients completed read-only usage checks on 2026-10-04 without query charges. Cursor desktop 3.23.12 also passed OAuth, 14-tool discovery and an actual usage call after the loopback registration fix was deployed. Claude Code remains unverified.
Track acceptance in the implementation plan. Client UI, experimental Tasks, automatic background polling, arbitrary HTTP fetching and direct database access remain outside this release.
Protocol references
- July 28 protocol release
- August 22 roadmap update
- SDK HTTP handler
- SDK legacy compatibility
- SDK authorization
Distribution
Version 0.1.0 is live on npm and in the official MCP Registry. Registry metadata is in server.json. See the distribution status for verified public entries and directory submissions.
License
The MCP adapter is MIT licensed; see LICENSE. Access to the Glympt service remains subject to your workspace subscription, scopes and the service terms.
來源:README.md,提交 1156357
工具
0版本歷史
1- v0.1.0最新Oct 4, 2026
