Context7
Up-to-date docs for AI agents
作者による説明(英語の原文)
Country verification research, integration planning and synthetic tests. No live identity checks.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
ウェブ、デスクトップ、モバイルのClaudeで使えます:
https://gridzen.ai/developers/mcpターミナルでこれを実行します
claude mcp add --transport http verification https://gridzen.ai/developers/mcpプロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"verification": {
"url": "https://gridzen.ai/developers/mcp"
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"verification": {
"type": "http",
"url": "https://gridzen.ai/developers/mcp"
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
ChatGPTがつなげるのは、インターネット上のサーバーだけです:
https://gridzen.ai/developers/mcpメニューの名前は、プランや時期によって少し違うことがあります。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
この設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
このサーバーのツール一覧はまだ読み取っていません。エンドポイントは順番にチェックしています。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月6日にチェック
レジストリ名はドメイン gridzen.ai で確認済みです(レジストリがドメインの所有を確認しています)
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントは順番にチェックしています
まだチェックしていません。エンドポイントをチェックするときにツール一覧を読み取ります
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。
作者のクラウドで動きます。インストール不要でインターネット経由でつながりますが、送った内容は作者のサーバーを通ります。
GitHubリポジトリの最終更新は–、最新バージョン(0.7.0)がレジストリに届いたのは9 日前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。URLでつながるので、リモートMCPサーバーに対応したアプリ(開発者モードのChatGPTなど)でも使えます。
同じカテゴリには:Context7, Codebase Memory, Exa
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日i
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.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
The hosted developer interface supports Vietnamese alongside English, Spanish and Simplified Chinese: https://gridzen.ai/developers/?lang=vi . UI language does not enable live checks or country coverage. See UI language maintenance.
Choose direct integration or GridZen for your task · Production and cost checklist
Single-task entry points: tool catalog · setup and boundaries.
python3 -m venv .venv
.venv/bin/python -m pip install gridzen-developer-kit .venv/bin/gridzen tools .venv/bin/gridzen setup --client codex --product clabe-format --project .
Open GridZen instant trial to run synthetic signup-phone and identity-onboarding responses without an account, API key or approval. Success, rejection and unavailable scenarios make no upstream calls and verify no real person. Agents can use the separate key-free trial MCP, installed with mcp==2.3.0 and httpx==0.28.1 in a virtual environment.
For persistent test records and supplier sandbox callbacks, connect a verified merchant sandbox account. Production access is capability-specific: eligible routes may offer bounded real trials, while others remain unavailable. Read the authenticated capability conditions; published prices do not enable paid purchases. This documentation update does not change PyPI or the official MCP Registry version.
Fourteen Skills: the original six research/workflow Skills plus eight single-task profiles. Three new tools run offline; five merchant profiles call the existing authenticated GridZen API only with separate authorization, current availability and funding. The anonymous remote MCP retains five research/synthetic tools and never performs live verification. Research covers 198 countries/territories as a dated 2026-10-07 snapshot, not live service coverage.
中文指南 · Guía en español
| Customer task | Guide | Runnable code |
|---|---|---|
| First identity onboarding | Guide | Delivery fixture |
| Registration phone boundaries | Guide | Four-branch example |
| Missing or delayed callback | Guide | Recovery fixture |
| Verification to business permission | Guide | Self-hosted n8n fixture |
Chinese and Spanish article files · Demo video · Smithery listing.
Public examples are synthetic. Approved prices and per-product availability are published at https://gridzen.ai/pricing/; live payments remain disabled. Request an approved pilot, without sending identity documents or credentials to public MCP tools.
Per-check plan and activation requirements · JSON
Public playground: https://gridzen.ai/developers/
Download gridzen-developer-kit.zip, extract it, then:
python3 -m venv .venv
. .venv/bin/activate python -m pip install './gridzen-developer-kit[mcp]' gridzen coverage --country ID --capability bank_account_match gridzen plan --country ID --event payout gridzen simulate --country ID --capability bank_account_match --scenario timeout python gridzen-developer-kit/examples/payout.py
Python 3.11+. CLI and MCP use the bundled offline catalog and fixtures; the Python HTTP client/example calls the public sandbox. Dependencies are downloaded only during installation. API reference: https://gridzen.ai/developers/api/openapi.json .
Register a local stdio server in your MCP client. Use the absolute path to the installed executable; configuration syntax varies by client. A conventional mcpServers configuration is:
{"mcpServers":{"gridzen":{"command":"/absolute/path/to/.venv/bin/gridzen-mcp","args":[]}}}
Tools: get_coverage, plan_verification, create_sandbox_verification, get_sandbox_verification, explain_result. All operate on local research or synthetic fixtures, with read-only/idempotent annotations. Public research/sandbox MCP endpoint: https://gridzen.ai/developers/mcp (Streamable HTTP, no account or API key). It has the same five tools and zero live providers. Remote usage sends the documented arguments to Gridzen; local stdio is offline by default. Limits: 120 requests/minute per client address and 600/minute overall, returning HTTP 429 with Retry-After.
Copy the individual directories from skills/ into your compatible agent's project or user skill directory. Each entrypoint is SKILL.md; preserve its references/ directory. No marketplace listing or automatic registration is implied.
from gridzen_developer.client import Gridzen
client = Gridzen() plan = client.plan('ID', 'payout') result = client.simulate('ID', 'bank_account_match', 'not_found') assert result['status'] == 'inconclusive' assert result['verified'] is False
Only documented country/event/capability/scenario fields are accepted. Never send identity numbers, bank accounts, documents or credentials to the sandbox. Simulation IDs encode fixtures and are not unique transaction identifiers. A synthetic match cannot authorize real users or payments. Research evidence is distinct from Gridzen availability or commercial permission.
python -m pip install '.[test,server]'
python -m pytest -q python scripts/check_mcp.py uvicorn gridzen_developer.server:app --host 127.0.0.1 --port 8030
Production uses an independent container at localhost:8030 proxied only under /developers/. See deploy/compose.yml and deploy/developers.conf. Removing that proxy file and stopping this container rolls back the preview; the existing API and Agent Company stacks are separate.
python scripts/build_downloads.py creates allowlisted developer-kit and Skills ZIPs; it excludes tests, deployment files, private credentials and itself from recursive download packaging. python scripts/build_catalog.py /docs/research/identity-verification/2026-10-07 refreshes the public research projection. Main repository report files remain the provenance source.
Source: https://github.com/immurray/gridzen-developer-kit . Install the Skills:
npx skills add immurray/gridzen-developer-kit
Install the tagged Python/MCP release from GitHub (Python 3.11+ and Git):
python -m pip install "gridzen-developer-kit[mcp] @ git+https://github.com/immurray/gridzen-developer-kit.git@v0.6.0"
PyPI 0.6.0 is published and verified. Install with python -m pip install gridzen-developer-kit. See the release tracker for publication and installation evidence.
Remote client configuration (conventional JSON; client syntax may vary):
{"mcpServers":{"gridzen":{"type":"http","url":"https://gridzen.ai/developers/mcp"}}}
For Claude Code: claude mcp add --transport http gridzen https://gridzen.ai/developers/mcp. For Cursor: add the remote URL in its MCP settings. For portable Agent Plugins, use the packaged plugin.json and mcp.json; the portable transport identifier is streamable-http. Marketplace admission is separate from compatibility.
Original code and Skills: MIT. Research provenance and third-party rights: NOTICE.md. Support: open@gridzen.ai .
Source and previous release downloads are public. Existing Registry and Skills.sh listings cover the research service; new product profiles are not separate approved listings. Docker catalog submission is awaiting review. See the publication ledger for exact status and remaining platform steps.
python -m pip install gridzen-developer-kit installs the CLI, stdio MCP dependencies and all 14 Skill directories.
The 14 Skills comprise 6 research/workflow Skills and 8 single-task profiles. Of the 8 profiles, 3 run offline and 5 merchant profiles require separate authorization. Five public MCP tools provide research/synthetic operations. No live identity verification. No extra MCP dependency installation is required. Version 0.6.0 is published on PyPI.
gridzen coverage --country MX
gridzen skills gridzen-mcp
Connect gridzen-mcp as your client's stdio server, or use the remote endpoint https://gridzen.ai/developers/mcp. gridzen skills prints the installed directories; copy a complete directory into your assistant's configured Skills directory to activate it. Installing a wheel does not automatically activate a client's Skills.
The existing select/integrate/explain Skills remain available. Added offline workflows, version 1.0.0: mexico-pilot-scoper, payout-policy-designer, and provider-rights-readiness. Each includes MIT, README, complete response fixtures and agent acceptance prompts. They make no third-party calls and grant no real verification, legal approval or regulatory conclusion.
python3 -m venv .venv
. .venv/bin/activate python -m pip install --upgrade gridzen-developer-kit gridzen setup --client all --project . gridzen setup --client all --project . --apply
Use --client for Codex, Claude Code/Desktop, Cursor, VS Code/Copilot, Copilot CLI, Gemini CLI, Cline, Roo Code or OpenCode. Setup previews by default, merges existing unrelated settings, backs up changed configurations and refuses differing Gridzen entries or Skill files. No global client settings are modified. Native clients require workspace trust; Desktop and Cline require manual MCP import. Desktop produces separately uploadable Skill ZIPs. See client-specific instructions and actual compatibility evidence. Configuration preparation is not model acceptance or real verification.
Hosted calls count successful tool invocations, not customers. Existing totals remain unchanged. The hosted service records UTC day, tool name, one source category and a count; it never persists request arguments or client addresses. Historical and unlabelled calls remain unknown. Local stdio is offline by default.
Explicit acceptance requests to the loopback-published service may set X-Gridzen-Purpose: internal_test. Only configured local peers with no forwarded client headers are classified as internal_test. The public reverse proxy must overwrite X-Real-IP; publicly supplied labels are only self_reported_test. An unlabelled public request is not an authenticated external customer. The GRIDZEN_MCP_LOCAL_TEST_PEERS deployment setting must match the container gateway and must never contain public client addresses. Source counts use the existing 90-day retention and fail-open behavior. This hosted change does not publish a new PyPI version or enable any live provider.
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