Context7
Up-to-date docs for AI agents
제작자가 쓴 설명(영어 원문)
Paid domain technology enrichment, prospect search, bulk enrichment, saved lists and CSV exports.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
GLYMPT_API_KEY, GLYMPT_API_BASE_URL비밀로 표시된 값은 내 계정의 열쇠예요. 절대 다른 사람과 공유하거나 채팅에 붙여 넣지 마세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://mcp.glympt.com/mcpClaude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"glympt": {
"command": "npx",
"args": [
"-y",
"@glympt/mcp"
],
"env": {
"GLYMPT_API_KEY": "your-value",
"GLYMPT_API_BASE_URL": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add --transport http glympt https://mcp.glympt.com/mcpclaude mcp add glympt --env GLYMPT_API_KEY=your-value --env GLYMPT_API_BASE_URL=your-value -- npx -y @glympt/mcp실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"glympt": {
"url": "https://mcp.glympt.com/mcp"
}
}
}프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"glympt": {
"command": "npx",
"args": [
"-y",
"@glympt/mcp"
],
"env": {
"GLYMPT_API_KEY": "your-value",
"GLYMPT_API_BASE_URL": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"glympt": {
"type": "http",
"url": "https://mcp.glympt.com/mcp"
}
}
}프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"glympt": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@glympt/mcp"
],
"env": {
"GLYMPT_API_KEY": "your-value",
"GLYMPT_API_BASE_URL": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://mcp.glympt.com/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
GLYMPT_API_BASE_URL env이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 GitHub 계정 serkandrgn 기준으로 확인되었고, 이 계정이 저장소를 소유하고 있어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: GLYMPT_API_KEY
둘 다 가능해요. 내 컴퓨터에 설치해도 되고, 클라우드 버전에 연결해도 돼요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.1.0)은 33일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Context7, Codebase Memory, Exa
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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.
Add this Streamable HTTP URL to a client that supports OAuth:
https://mcp.glympt.com/mcp
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.
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:
npx --yes @glympt/mcp@0.1.0
The executable is glympt-mcp. For an explicit persistent installation:
npm install --global @glympt/mcp@0.1.0
glympt-mcp
A typical stdio client configuration is:
{
"mcpServers": { "glympt": { "command": "npx", "args": ["--yes", "@glympt/mcp@0.1.0"], "env": { "GLYMPT_API_KEY": "tk_live_replace_with_your_key" } } } }
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.
| Variable | Required | Default | Purpose |
|---|---|---|---|
GLYMPT_API_KEY | Yes | None | Scoped paid-workspace API key |
GLYMPT_API_BASE_URL | No | https://api.glympt.com | HTTPS API origin; HTTP loopback is allowed for development |
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.
Requires Node.js 22+ and pnpm 10.28.2.
pnpm install --frozen-lockfile
pnpm check pnpm lint pnpm test pnpm build pnpm test:package
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.
| Tool | Purpose | Required scope | Query credits |
|---|---|---|---|
enrich_domain | Cached or queued domain enrichment | lookup:read | One per normalized domain |
enrich_domains | Enrich an owned domain array | bulk:write | One per unique normalized domain |
get_lookup_job | Existing job/result | lookup:read | None |
get_enrichment_batch | Existing batch progress | bulk:write | None |
get_batch_results | Filtered batch result page | bulk:write | None |
search_domains | Filtered shared-database page | lookup:read | None |
get_usage | Plan, balance, period and limits | lookup:read | None |
list_saved_lists | Workspace list page | lists:read | None |
get_saved_list | Owned list and item page | lists:read | None |
create_saved_list | Create a list | lists:write | None |
add_domain_to_list | Save a domain and notes; does not scan | lists:write | None |
create_csv_export | Snapshot a completed upload, search or saved list | exports:read; also lists:read for a list | None |
get_csv_export | Owned export status | exports:read | None |
get_csv_export_chunk | Exact bytes from a ready, unexpired CSV | exports:read | None |
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.
Track acceptance in the implementation plan. Client UI, experimental Tasks, automatic background polling, arbitrary HTTP fetching and direct database access remain outside this release.
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.
The MCP adapter is MIT licensed; see LICENSE. Access to the Glympt service remains subject to your workspace subscription, scopes and the service terms.