Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
US public-records intelligence for AI agents — companies, SEC, courts, spending, licenses.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
X-API-Key标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
在终端中运行这条命令
claude mcp add --transport http pubrecords https://mcp-pubrecords-production.up.railway.app/mcp/ --header 'X-API-Key: your-value'运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"pubrecords": {
"url": "https://mcp-pubrecords-production.up.railway.app/mcp/",
"headers": {
"X-API-Key": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"pubrecords": {
"type": "http",
"url": "https://mcp-pubrecords-production.up.railway.app/mcp/",
"headers": {
"X-API-Key": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。
你的选择通过 Cookie 保存在这台设备上,无需账户。
X-API-Key 机密 必填 HTTP header这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月7日
注册名称已通过 GitHub 账户 bch1212 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
你需要填写:X-API-Key
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(0.1.0)于6个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Dialyne
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间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.
Real phone calls in France for AI agents: dial +33 numbers, menus, hold, AI disclosure.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
One paid MCP server for US public records, federal grants, and federal contracts. Companies, SEC filings, court dockets, spending awards, licenses, Grants.gov opportunities, and SAM.gov contract notices share a single API key and a single bill.
This repository is the combined Halverson IQ Data server.
| Source | Tools |
|---|---|
| OpenCorporates, SEC EDGAR, CourtListener, USASpending, NPPES, FCC | Public-records tools (companies, filings, courts, spending, licenses, entity verification) |
| Grants.gov | Grant search, details, agency rollup, deadline radar |
| SAM.gov | Contract search, notice details, award notices |
Not part of this server: business-intel and outdoor datasets (separate or retired), and web-page fetching (a different pipeline with its own fetchers and cache).
One customer key is checked on every tool. Free tier is 30 calls/day across the whole server. Pro is unlimited on the same key. Upgrade: https://mcpize.com/pubrecords-mcp
| Tier | Price | Limit |
|---|---|---|
| Free | $0 | 30 calls/day |
| Pro | $29/mo | Unlimited |
| Metered | $0.03/call | Pay-as-you-go |
Keys are issued per user. Ask the operator for a key, or have them mint one with POST /admin/keys. Examples below use the placeholder YOUR_API_KEY.
| Tool | Args | Returns |
|---|---|---|
search_companies | name, state?, status?, limit? | OpenCorporates entities |
get_company_details | company_id, jurisdiction | Officers, registered agent, filings |
search_sec_filings | company_name, form_type?, date_from?, limit? | EDGAR filing list |
get_sec_filing | accession_number | Filing metadata + index URL |
search_court_cases | party_name, court?, date_from?, limit? | RECAP federal dockets |
lookup_federal_spending | recipient_name, agency?, year?, limit? | USASpending awards |
lookup_npi | name?, specialty?, state?, limit? | NPPES providers |
get_ucc_filings | debtor_name, state | UCC liens (roadmap — see Data Gaps) |
verify_entity | name, state? | Cross-source 0–100 confidence score |
search_licenses | entity_name, license_type?, state? | NPI + FCC license union |
| Tool | Args | Returns |
|---|---|---|
search_grants | keyword?, agency?, amount_min?, amount_max?, status?, limit? | Grants.gov opportunities |
get_grant_details | opportunity_id | Full Grants.gov record |
search_contracts | keyword?, naics_code?, agency?, set_aside?, limit? | SAM.gov solicitations |
get_contract_details | notice_id | One SAM.gov notice |
search_awards | recipient_name?, agency?, year? | SAM.gov award notices |
get_agencies | type? (grants, contracts, or both) | Agencies with open opportunities |
get_deadlines | days_ahead? | Grants closing inside the window |
match_opportunities | org_description, org_type?, focus_areas?, limit? | Top grants + contracts for an org profile |
focus_areas on the REST route is a comma-separated string. The MCP tool accepts a list.
Contract tools call SAM.gov only when SAM_API_KEY is set. If it is missing they return {"success": false, "error": "SAM_API_KEY is not configured"} and do not send a request.
claude mcp add --transport http halverson-iq-data https://mcp-pubrecords-production.up.railway.app/mcp/
Note the trailing slash on `/mcp/`. Without it the gateway issues a 307 that drops the POST body, breaking the JSON-RPC handshake.
Then set the API key in your client:
X-API-Key: YOUR_API_KEY
A thin Python wrapper for non-MCP integrations lives in pubrecords-sdk/:
pip install pubrecords
from pubrecords import PubRecords
client = PubRecords(api_key="YOUR_API_KEY") print(client.health()) print(client.search_companies(name="Apple", state="CA")) print(client.search_grants(keyword="broadband"))
Every MCP tool is also available over plain HTTP. Send the same X-API-Key on each call.
curl -H "X-API-Key: YOUR_API_KEY" \
"https://mcp-pubrecords-production.up.railway.app/tools/search_companies?name=Apple&state=CA"
curl -H "X-API-Key: YOUR_API_KEY" \ "https://mcp-pubrecords-production.up.railway.app/tools/search_grants?keyword=broadband"
Production URL: https://mcp-pubrecords-production.up.railway.app
GET /health (no auth)
GET /usage (X-API-Key) GET /tools/ ?... (X-API-Key) POST /admin/keys (X-Admin-Token; fails closed) POST /billing/upgrade (X-Admin-Token; fails closed) POST /mcp/ (MCP streamable-http transport)
GET /usage returns the remaining daily quota for that key. GET /health is unauthenticated.
POST /admin/keys and POST /billing/upgrade return 403 unless PUBRECORDS_ADMIN_TOKEN is set and the X-Admin-Token header matches it. There is no default admin token.
curl -X POST https://mcp-pubrecords-production.up.railway.app/admin/keys \
-H "X-Admin-Token: $PUBRECORDS_ADMIN_TOKEN" \ -H "Content-Type: application/json" \ -d '{"key":"YOUR_API_KEY","tier":"free"}'
Promote that same key to the paid tier (this is the single billing switch):
curl -X POST https://mcp-pubrecords-production.up.railway.app/billing/upgrade \
-H "X-Admin-Token: $PUBRECORDS_ADMIN_TOKEN" \ -H "Content-Type: application/json" \ -d '{"key":"YOUR_API_KEY"}'
git clone https://github.com/bch1212/mcp-pubrecords.git
cd mcp-pubrecords python3 -m venv .venv && source .venv/bin/activate pip install -r requirements.txt cp .env.example .env uvicorn server:app --reload --port 8000
Run tests:
pytest -v
Environment variables (see .env.example):
| Variable | Required | Purpose |
|---|---|---|
PUBRECORDS_ADMIN_TOKEN | Yes, to issue or upgrade keys | Admin secret. Missing or blank fails closed (403). |
SAM_API_KEY | Yes, for contract tools | Your SAM.gov key. Never commit a real value. |
PUBRECORDS_SEC_USER_AGENT | Production | Identifying User-Agent for SEC EDGAR. |
OPENCORPORATES_TOKEN | No | Raises the OpenCorporates anonymous cap. |
COURTLISTENER_TOKEN | No | Raises the CourtListener anonymous cap. |
PUBRECORDS_CACHE_TTL | No | Cache TTL in seconds (default 86400). |
PUBRECORDS_DB_PATH | No | SQLite file for cache and API keys. |
PORT | No | Listen port. Railway sets this. |
Responses are cached for 24 hours by default.
| Source | Refresh cadence |
|---|---|
| OpenCorporates | Daily / weekly (varies by jurisdiction) |
| SEC EDGAR | Filings appear minutes after submission |
| USASpending.gov | Monthly, with fiscal-year backfills |
| CourtListener (RECAP) | Daily, depending on uploads |
| NPPES NPI | Weekly |
| FCC License-View | Daily |
| Grants.gov | Posted opportunities, as the agency updates them |
| SAM.gov | Contract notices, as contracting offices post them |
For fresher queries, set PUBRECORDS_CACHE_TTL=300 (5 minutes). That multiplies upstream traffic.
The server returns a structured error envelope instead of invented rows when a query is outside coverage.
get_ucc_filings returns {"error": "not_implemented"} until per-state adapters land.OPENCORPORATES_TOKEN for production.form_type.SAM_API_KEY is set in the environment. Apply at https://sam.gov. The key is not embedded in this repo.search_awards reads Award Notice rows from the opportunities API. Deeper recipient rollups stay on lookup_federal_spending (USASpending).match_opportunities is deterministic token overlap on title and agency. It does not call a model.This server proxies and caches public records that are already free to access from federal and public sources. Cached payloads are kept for 24 hours and can be flushed by deleting the SQLite file. Customer API keys and the admin token belong in the environment and the SQLite key store. Do not commit them.