Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者による説明(英語の原文)
Public-records evidence: STR permits, inspections, violations, childcare, EPA, LEIE, Norway firms.
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。
X-Apify-Token「秘密」と表示された値は、あなたのアカウントの鍵です。絶対に人に教えたり、チャットに貼り付けたりしないでください。
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。
このアドレスはリクエストの header にキーが必要ですが、コネクタを追加するメニューでは設定できません。代わりにClaude Code、Cursor、VS Codeを使ってください。
ターミナルでこれを実行します
claude mcp add --transport http civicdataforge https://civicdataforge.pages.dev/mcp --header 'X-Apify-Token: your-value'動かす前に、空欄の値を入力してください。
プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"mcpServers": {
"civicdataforge": {
"url": "https://civicdataforge.pages.dev/mcp",
"headers": {
"X-Apify-Token": "your-value"
}
}
}
}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": {
"civicdataforge": {
"type": "http",
"url": "https://civicdataforge.pages.dev/mcp",
"headers": {
"X-Apify-Token": "your-value"
}
}
}
}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。
このアドレスはリクエストの header にキーが必要ですが、コネクタを追加するメニューでは設定できません。代わりにClaude Code、Cursor、VS Codeを使ってください。
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。
X-Apify-Token 秘密 必須 HTTP header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。
ツールの名前と説明は、サーバーが2026年11月6日に返したそのままの内容です。書いたのは作者で、私たちではありません。プレーンテキストとして表示しています。
civicdataforge_free_permit_checkFree, no key needed. Checks whether each address appears on its city's own published short-term rental permit list, for the 18 cities whose lists are searchable live (Albuquerque, Arlington TX, Asheville, Aspen, Bend, Coconino County, Denver, Houston, Huntington Beach, Louisville
civicdataforge--civicdataforge-evidence-gatewayUse for routing a supported U.S. property, India company or supplier, restricted-party, EPA facility, or rights-first China-facing intake task into one minimized, receipt-bound packet. Starts the bound Apify Actor with the caller's APIFY_TOKEN, may consume Apify usage, waits up t
civicdataforge--str-permit-registryUse for address, permit-ID, or jurisdiction research across the supported US short-term-rental permit sources. For Florida statewide DBPR lodging licenses, use fl-dbpr-vacation-rentals instead. Address mode preserves explicit evidence decisions, scope, and receipts. Starts the bo
civicdataforge--fl-dbpr-vacation-rentalsUse for Florida statewide DBPR vacation-rental and lodging-license evidence. For municipal STR permits use str-permit-registry; for code violations use property-violations. Starts the bound Apify Actor with the caller's APIFY_TOKEN, may consume Apify usage, waits up to 60 seconds
civicdataforge--property-violationsUse for municipal building, property, and code-violation research in supported jurisdictions. Do not use for STR licensing or restaurant health inspections; choose the corresponding permit or inspection tool. Starts the bound Apify Actor with the caller's APIFY_TOKEN, may consume
civicdataforge--leie-exclusion-screeningUse to find review candidates in the HHS-OIG LEIE by name, valid NPI, state, specialty, or exclusion type. Do not treat a candidate match as identity adjudication or use this tool for facility licensing. Starts the bound Apify Actor with the caller's APIFY_TOKEN, may consume Apif
civicdataforge--restaurant-inspection-scoresUse for official restaurant inspection scores, violations, and facility-history research in supported jurisdictions. Do not use for general property-code violations or childcare inspections. Starts the bound Apify Actor with the caller's APIFY_TOKEN, may consume Apify usage, wait
civicdataforge--multistate-childcare-licensingUse for cross-state childcare licensing, inspection, and deficiency research across supported states. For Texas-only operation, inspection, or deficiency filters, use texas-childcare-licensing instead. Starts the bound Apify Actor with the caller's APIFY_TOKEN, may consume Apify
civicdataforge--texas-childcare-licensingUse for Texas-only childcare operation, inspection, and deficiency evidence. For comparable research spanning multiple supported states, use multistate-childcare-licensing instead. Starts the bound Apify Actor with the caller's APIFY_TOKEN, may consume Apify usage, waits up to 60
civicdataforge--epa-echo-facility-complianceUse for a bounded EPA ECHO facility query that preserves published identity, compliance, inspection, and enforcement evidence while keeping environmental safety UNKNOWN. Starts the bound Apify Actor with the caller's APIFY_TOKEN, may consume Apify usage, waits up to 60 seconds, a
civicdataforge--norway-company-evidenceUse for exact nine-digit Norwegian organisation-number evidence or bounded company-name research from Brønnøysundregistrene. NLOD 2.0 permits commercial reuse with attribution and change disclosure, but buyer-specific privacy and lawful-basis review may still be required for pers
get-actor-runRead the status, storage identifiers, summary, and next step for an Actor run. A positive waitSecs value waits for a terminal state within the documented cap.
get-dataset-itemsRead result rows from a caller-owned Apify dataset, with bounded pagination and optional field selection.
get-key-value-store-recordRead one exact record from a caller-owned Apify key-value store.
abort-actor-runAbort a caller-owned Actor run that is starting or running. Terminal runs are unchanged.
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8日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント equinoxaifinance-rgb で確認済みです
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
52ミリ秒で応答(HTTP 200)
サインイン不要
15件のツールの説明を読み、AIへの隠れた指示は見つかりませんでした
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3項目のうち3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。
入力が必要なもの:X-Apify-Token
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(1.4.3)がレジストリに届いたのは4 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:Spec Driven Development, Remote Desktop Commander, Alion: company, startup and market intelligence
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:↓ 週あたりのダウンロードi★ 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
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Companies, jobs, pay and people; check counterparties, register agents, write to companies.
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。
Developer guides: discover tools before billing · inspect the Bengaluru sample.
n8n: open our approved template in n8n's library · setup and result guide. Validate one public property request before a separate purchase; no credentials, evidence retrieval or automatic purchase in this bounded client.
Start with one request: try the no-charge input and purchase-option check, or copy the cURL walkthrough. This validates request syntax and current purchase options; it does not retrieve evidence, establish record coverage, or initiate payment.
CivicDataForge gives MCP-compatible agents structured access to official government records through a stable credential-safe MCP relay backed by Apify. The official bundle exposes ten focused tools across unified evidence routing, property compliance, healthcare integrity, regulated-facility safety, and Norwegian company evidence. Additional research products remain discoverable in the public catalog without bloating the default MCP tool set.
Website: https://civicdataforge.pages.dev
Government data catalog: https://civicdataforge.pages.dev/government-data-api
Machine-readable catalog: https://civicdataforge.pages.dev/api-catalog.json
Apify Store: https://apify.com/civicdataforge
Live STR proof: https://apify.com/civicdataforge/str-permit-registry/examples/check-orlando-str-permits
Dated product proof: https://civicdataforge.pages.dev/proof
Tool discovery and the request check are free. Evidence calls are paid per result:
Current prices and terms: https://civicdataforge.pages.dev/pricing.md
Use this Streamable HTTP endpoint:
https://civicdataforge.pages.dev/mcp
In Claude Code:
claude mcp add --transport http civicdataforge https://civicdataforge.pages.dev/mcp
Public initialize and tools/list discovery work without a credential. The hosted gateway supports two explicit caller-owned paths:
Authorization: Bearer YOUR_CIVICDATAFORGE_KEY or X-CivicDataForge-Key: YOUR_CIVICDATAFORGE_KEY.X-Apify-Token:X-Apify-Token: YOUR_APIFY_TOKEN
The hosted CivicDataForge path meters successful bounded evidence requests through its active commercial route; direct Actor calls remain caller-owned Apify usage. Each Actor has its own pricing, input schema, source notes, and usage limits on its Store page. Never send a CivicDataForge key to an Actor endpoint. On the shared remote MCP endpoint, keep the credential types in their documented headers and never send both in one request.
This repository also contains a credential-safe stdio distribution for MCP clients and Glama deployments. Its ten schemas are available during discovery without a credential. Calls require the installing user's own APIFY_TOKEN; the gateway never embeds a developer token and never returns the token in results.
npm ci
APIFY_TOKEN=YOUR_APIFY_TOKEN npm start
For an MCP client, use node /absolute/path/to/server.mjs as the command and supply APIFY_TOKEN through the client's secret environment configuration. Successful calls return the Apify run ID, dataset ID, status, and up to 1,000 dataset rows. Larger outputs remain available from the caller-owned Apify dataset.
MCP clients and ModelScope can install the open bridge directly from the canonical GitHub repository. The bridge does not contain a CivicDataForge or Apify credential. Tool discovery works without a token; each caller supplies APIFY_TOKEN for actual Actor runs.
{
"mcpServers": { "civicdataforge": { "command": "npx", "args": ["-y", "github:equinoxaifinance-rgb/civicdataforge-mcp"], "env": { "APIFY_TOKEN": "YOUR_APIFY_TOKEN" } } } }
This GitHub install route is the current portable STDIO path. Clients that support remote MCP directly can use the hosted endpoint https://civicdataforge.pages.dev/mcp described above instead.
CivicDataForge 为支持 MCP 的智能体提供结构化政府公开记录。默认网关包含统一证据路由器与九个聚焦工具,覆盖 房产合规、医疗排除名单、受监管设施安全与挪威企业证据。每条结果都应保留官方来源链接、覆盖范围与对应 Actor 的数据限制;这些数据用于研究和合规辅助,不替代主管机关的最终认定。
当前可用的远程 Streamable HTTP 接入地址为:
https://civicdataforge.pages.dev/mcp
公开的 initialize 与 tools/list 无需凭证。首次使用可先访问 免费请求检查,它不检索记录,也不发起付款。 托管证据网关使用已激活的 CivicDataForge 密钥,通过 Authorization: Bearer YOUR_CIVICDATAFORGE_KEY 传递。 如选择直接运行 Apify Actor,则使用调用方自己的 X-Apify-Token: YOUR_APIFY_TOKEN。同一请求不要同时发送两类密钥。 CivicDataForge 不在仓库、npm 包或返回结果中嵌入发布者 Token。
简体中文完整接入手册提供两个从单一标识符到证据凭证的可复制路径:一个已支持美国辖区的 物业地址,以及一个印度公司 CIN。手册明确列出同步 REST 端点、输入、来源字段、新鲜度字段、 SHA-256 凭证和生产异步运行方式:
https://civicdataforge.pages.dev/zh-cn-developer
机器可读版本:https://civicdataforge.pages.dev/zh-cn-developer.json
印度公司 Actor 不在十工具默认网关中;需要时可通过统一证据路由器调用或单独加载:
https://mcp.apify.com/?tools=civicdataforge/india-company-registry
该中文入口只提供现有美国房产证据和印度公司证据,不声称中国企业登记数据库、GSXT 批量 API 或中国本地官方记录覆盖。
ModelScope 与本地 MCP 客户端可直接从官方 GitHub 仓库安装开放网关:
{
"mcpServers": { "civicdataforge": { "command": "npx", "args": ["-y", "github:equinoxaifinance-rgb/civicdataforge-mcp"], "env": { "APIFY_TOKEN": "YOUR_APIFY_TOKEN" } } } }
该 GitHub 安装方式和上方 Apify 托管网关均为当前可用路径。十个默认工具包括统一证据路由器、短租许可、佛罗里达州住宿执照、 房产违规、HHS-OIG LEIE 医疗排除名单、餐厅检查、多州与德州托育许可、EPA ECHO 设施证据和挪威企业证据。
挪威企业数据适用 NLOD 2.0,可在遵守署名、变更说明及其他许可条件下商业再利用;但若记录含个人数据, 购买方仍须针对自己的处理目的审查隐私义务与合法依据。该 Actor 排除自然人角色、联系人和街道地址行, 且不输出 KYC、采购、制裁或资格裁决。
这些工具不是消费者报告,不得作为信贷、保险、就业、住房或其他资格决定的唯一依据。 使用者应核对原始政府记录,并遵守每个数据源的适用条款和限制。
| Tool | What it returns | Typical workflow |
|---|---|---|
civicdataforge-evidence-gateway | One minimized, rights-labeled packet across U.S., India, global screening, EPA, or China-facing intake tasks, with monitoring and optional transaction state | Route one identifier to the correct evidence workflow without losing provenance or uncertainty |
str-permit-registry | Self-service address evidence decisions plus official STR permit/license records, dates, source links, and normalized jurisdiction fields across 32 supported US jurisdictions | Property verification, portfolio research, registry monitoring, and municipal research |
fl-dbpr-vacation-rentals | Florida DBPR lodging-license records across seven official district files | State-license validation and property diligence |
property-violations | Normalized code and building-violation records from supported municipal sources | Property compliance research and monitoring |
leie-exclusion-screening | HHS-OIG LEIE records filtered by name, NPI, state, specialty, or exclusion type | Healthcare compliance and credentialing support |
restaurant-inspection-scores | Official restaurant inspection and violation records across seven supported jurisdictions | Facility safety research and monitoring |
multistate-childcare-licensing | Supported state childcare licensing, inspection, and deficiency fields | Multi-state facility research |
texas-childcare-licensing | Licensed childcare operations with inspection and deficiency fields where the state publishes them | Facility research and compliance support |
epa-echo-facility-compliance | Bounded EPA ECHO facility identity, published compliance status, inspections, enforcement summaries, and evidence receipts | Facility research with environmental-safety verdict fixed to UNKNOWN |
norway-company-evidence | Exact nine-digit organisation-number or bounded company-name evidence from Brønnøysundregistrene, with NLOD attribution, explicit match states, and receipt hashes | Norwegian entity verification, supplier onboarding evidence, and procurement research without an eligibility verdict |
The official bundle is intentionally limited to the unified gateway plus nine focused tools. India company-registry, cross-border restricted-party evidence, and NYC film-permit products remain available through their Actor pages and focused suite-specific MCP URLs in the public catalog.
The Norway Actor uses the official Brønnøysundregistrene Central Coordinating Register for Legal Entities and labels output under the Norwegian Licence for Open Government Data (NLOD) 2.0. NLOD permits commercial copying, modification, combination, and distribution subject to attribution, change disclosure, and its exclusions. That permission does not replace a buyer-specific privacy and legal-basis review where a record bears personal data. The Actor deliberately omits natural-person roles, direct contacts, and street address lines.
The 2026-08-23 logged-out readback returned HTTP 200 for both the public Store page and Actor API. The API identifies public Actor L9veafufAtLFNgiWP and binds both latest and norway-public-candidate to successful build mnKblLCjPc0BdqrME, version 0.1.3. The provider deployment receipt records bounded owned canary run 6xyIIolQYf3d1u0KR as SUCCEEDED with one exact-identifier MATCH for organisation number 974760673; this is deployment verification, not external customer usage. The canary run and dataset objects are not public evidence surfaces—their logged-out API routes returned HTTP 403—so use the public Actor/API metadata plus caller-owned run receipts for downstream verification.
The public Orlando task runs the STR Actor with a bounded input and exposes the resulting official records, field structure, source links, and integration routes:
https://apify.com/civicdataforge/str-permit-registry/examples/check-orlando-str-permits
For a downloadable evaluation artifact, the website publishes a 100-row STR sample covering the verified 29-jurisdiction evaluation release together with a SHA-256 checksum:
https://civicdataforge.pages.dev/str-permit-sample
These tools support research and compliance workflows. They are not consumer reports and must not be used as the sole basis for credit, insurance, employment, housing, or other eligibility decisions. Preserve the official source links and review the source-specific limitations documented by each Actor.
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