Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
US public-records intelligence for AI agents — companies, SEC, courts, spending, licenses.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
X-API-KeyValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Run this in your terminal
claude mcp add --transport http pubrecords https://mcp-pubrecords-production.up.railway.app/mcp/ --header 'X-API-Key: your-value'Fill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"pubrecords": {
"url": "https://mcp-pubrecords-production.up.railway.app/mcp/",
"headers": {
"X-API-Key": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"pubrecords": {
"type": "http",
"url": "https://mcp-pubrecords-production.up.railway.app/mcp/",
"headers": {
"X-API-Key": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Your choice stays on this device in a cookie; no account needed.
X-API-Key secret required HTTP headerThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account bch1212, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: X-API-Key
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (0.1.0) reached the registry 6 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, 御府和田玉 在售作品查询
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
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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.