Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
SEC filings, dilution, insider & institutional ownership, and political-trade data for AI agents.
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.
SIGNAL8_API_KEY, Authorization비밀로 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.
이 주소는 요청 header에 키가 필요한데, 커넥터 추가 메뉴에서는 넣을 수 없어요. 대신 Claude Code, Cursor, VS Code를 쓰세요.
Claude Desktop → Settings → Developer → Edit Config를 열고 claude_desktop_config.json에 이 내용을 붙여 넣으세요
{
"mcpServers": {
"signal8": {
"command": "npx",
"args": [
"-y",
"@signal8ai/mcp"
],
"env": {
"SIGNAL8_API_KEY": "your-value"
}
}
}
}터미널에서 이 명령어를 실행하세요
claude mcp add --transport http signal8 https://mcp.signal8.ai/mcp --header 'Authorization: your-value'claude mcp add signal8 --env SIGNAL8_API_KEY=your-value -- npx -y @signal8ai/mcp실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"signal8": {
"url": "https://mcp.signal8.ai/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"signal8": {
"command": "npx",
"args": [
"-y",
"@signal8ai/mcp"
],
"env": {
"SIGNAL8_API_KEY": "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": {
"signal8": {
"type": "http",
"url": "https://mcp.signal8.ai/mcp",
"headers": {
"Authorization": "your-value"
}
}
}
}프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"signal8": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@signal8ai/mcp"
],
"env": {
"SIGNAL8_API_KEY": "your-value"
}
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
이 주소는 요청 header에 키가 필요한데, 커넥터 추가 메뉴에서는 넣을 수 없어요. 대신 Claude Code, Cursor, VS Code를 쓰세요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
Authorization 비밀 HTTP header이 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 도메인 signal8.ai 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
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: SIGNAL8_API_KEY, Authorization
둘 다 가능해요. 내 컴퓨터에 설치해도 되고, 클라우드 버전에 연결해도 돼요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.19.0)은 18일 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: Spec Driven Development, Remote Desktop Commander, MCP Server Autocad Lisp Helper
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
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.
High-precision static analysis and debug server for AutoCAD AutoLISP (.lsp) files.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
MCP (Model Context Protocol) server for Signal8 -- AI-extracted SEC filing intelligence data.
Gives AI agents like Claude, Cursor, and other MCP-compatible tools direct access to:
npm install -g @signal8ai/mcp
npx @signal8ai/mcp
API and MCP access are included with Signal8 Pro ($59/mo, or $588/yr). A free Signal8 account cannot create API keys. Upgrade at signal8.ai/pro, then create a key in the developer portal at signal8.ai/developer/api-keys.
Using Claude.ai or Claude Desktop? You can skip the key entirely: add the hosted server as a custom connector and sign in with your Signal8 account (see Hosted Endpoint).
Add to your Claude Desktop config file:
macOS: ~/Library/Application Support/Claude/claude_desktop_config.json Windows: %APPDATA%\Claude\claude_desktop_config.json
{
"mcpServers": { "signal8": { "command": "npx", "args": ["-y", "@signal8ai/mcp"], "env": { "SIGNAL8_API_KEY": "sk_live_your_key_here" } } } }
Add to .cursor/mcp.json in your project root:
{
"mcpServers": { "signal8": { "command": "npx", "args": ["-y", "@signal8ai/mcp"], "env": { "SIGNAL8_API_KEY": "sk_live_your_key_here" } } } }
Set the SIGNAL8_API_KEY environment variable and run:
SIGNAL8_API_KEY=sk_live_your_key_here npx @signal8ai/mcp
The server exposes 104 live tools at runtime. The reference tables below are a representative catalog grouped by domain, not an exhaustive list; the Extractions section documents tools that are currently disabled and not registered live. The authoritative list is what tools/list returns.
| Tool | Description |
|---|---|
search_companies | Search companies by name or ticker |
get_company_profile | Full company profile (description, market cap, sector) |
get_company_bundle | Consolidated data bundle in one call |
| Tool | Description |
|---|---|
get_quote | Real-time stock quote (price, change, volume) |
get_market_metrics | Volume averages, volatility, SMAs, trend direction |
get_short_interest | Short interest data and days-to-cover |
get_float | Float composition, shares outstanding, ownership % |
get_financials | Income statement, balance sheet, cash flow |
get_earnings | Earnings history with EPS surprises |
get_executives | Executive team roster and compensation |
get_peers | Peer/comparable companies |
get_transcripts | Earnings call transcripts |
get_news | Latest company news headlines |
get_analyst_consensus | Analyst ratings and price targets |
get_material_events | Material corporate events (8-K filings) |
get_clinical_trials | Clinical trials matched to a company, each tagged sponsorRole (lead vs collaborator; only lead trials are its own pipeline) |
| Tool | Description |
|---|---|
get_quotes_batch | Batch real-time quotes for up to 200 tickers (POST) |
get_quotes_universe | Quotes for an entire index universe (sp500/ndx/dji) |
get_index_snapshot | Bulk ticker snapshots (price, day change, % change) |
get_sector_etf_snapshot | Snapshot of the 11 SPDR sector ETFs with sector labels |
get_top_movers | Top gainers / losers / most-active by volume (with optional session window) |
get_market_breadth | Advance/decline, % above SMA50/200, 52-week high/low counts |
| Tool | Description |
|---|---|
get_earnings_calendar | Upcoming/recent earnings releases between two dates |
get_economic_calendar | Macro/economic events (CPI, FOMC, jobs, GDP) by date and country |
get_filing_calendar | 10-K / 10-Q SEC filing-deadline calendar by universe |
get_lockup_expirations | Upcoming IPO/secondary lockup expirations |
get_recent_material_filings | Recent material 8-K filings by index universe and item codes |
Backed by Signal8's own archive of SEC EDGAR filings — the archive's held range (see archiveFrom in each response; currently from late 2021, expanding back to 2016 as the history backfill fills in), full-text indexed and updated through the day. Filings older than archiveFrom may be absent, so an empty result is not proof a filing was never made. Record-only rows (bodyStored: false) carry metadata but no body.
| Tool | Description |
|---|---|
search_sec_filings | Filings by CIK, form, date, 8-K items, excluded forms, full-text q (match exact/stemmed, sort newest/relevance, facets counts by form/year/8-K item, understand on/off, section search, exhibitTypes — see query syntax below), and company filters (market cap, float, price, sector, industry, exchange, company type, foreign issuer, recent IPO) |
get_filing_documents | Every document in a filing (type, size, stored, secUrl) with the filingId / exhibitId to read each one |
get_filing_structured | Parsed Form 3/4/5 transactions, 13F holdings (values normalised to dollars), XML SCHEDULE 13D/G |
get_filing_document | Full text of a filing by filing id |
get_filing_exhibits | Readable exhibits of a filing, with ids |
get_exhibit_content | Full text of one exhibit |
search_filing_text | Exhibit-level full-text search returning the matching passage (match exact/stemmed, sort, section, exhibitTypes) |
lookup_accession_number | Accession number → filing id and metadata |
screen_sec_filings | Filings across companies by sector / industry / exchange / market cap |
screen_sec_filings_performance | Price returns +1/+3/+7/+30 days after filings (numbers, percent points), with aggregates |
Full-text query syntax (search_sec_filings.q, search_filing_text.pattern): unquoted words must all appear; "quoted phrase" for exact wording; OR between alternatives; -word to exclude; w1 NEAR/10 w2 (or NEAR(10), bare NEAR = 10) for proximity; word* for a prefix of 4+ letters; $AAPL or a capitalised ticker scopes to that company; a form code (8-K), item 5.02 / 8-K 1.05 and a bare year scope to that form / 8-K item / year. Relevance page 1 shows a few filings per company; meta.diversity names who has more. How the archive read the query is returned in meta.understanding (pass understand: false to search the words literally). facets: true adds per-form / per-year / per-8-K-item counts over the whole result set — absent when not measured, never zero.
Section search + exhibit types (both search tools): section restricts matching to business, risk_factors, cybersecurity, legal_proceedings, mdna, market_risk, controls, ex99 (press releases) or an 8-K item (item_5_02); exhibitTypes keeps filings with e.g. EX-10 (material contracts) or EX-99.1. A section is applied only when meta.sections says so — otherwise meta.unsupported explains that the whole filing was searched. Rows may carry matchedSections (absent = not measured).
Company filters on search_sec_filings follow the same rules as the signal8.ai/sec-filings page: they are applied from the archive only, against the filer's own CIK, on issuer-filed forms only (Form 4, 144 and SCHEDULE 13D/G are dropped and reported in companyFilter.droppedForms). Companies with no measured value for a filter are excluded and counted in companyFilter.unknown. Unknown values return a 400 listing the valid names. If the archive cannot answer, the call fails with COMPANY_FILTER_NOT_APPLIED and a reason rather than returning unfiltered rows.
13F values: the SEC changed the unit of a 13F from thousands of dollars to whole dollars for filings on/after 2023-01-03. get_filing_structured returns valueUsd / totalMarketValueUsd normalised to dollars (null when the unit cannot be determined) next to the raw valueThousands, and valueUnit says which unit the raw number is in.
| Tool | Description |
|---|---|
get_extractions | AI-extracted SEC filing data (13 types) |
get_filing_extractions | Extractions for a specific SEC filing |
get_extraction_dashboard | Cross-company extraction analytics |
get_extraction_by_type | Filter extractions by type (warrants, convertibles, etc.) |
Small-cap dilution analysis read directly from SEC filings. Every figure carries the accession number, filing date and the quoted sentence it came from. Included in Signal8 Pro. Call get_dilution_coverage first: it is the cheapest way to learn whether there is anything to fetch.
| Tool | Description |
|---|---|
get_dilution_coverage | Whether a ticker has a dilution analysis, how fresh it is, and why not if it doesn't |
get_dilution_risk | Dilution Pressure Score with its seven-component breakdown and risk levels. A partial score is out of scoreMaxMeasured (never rescale to /100); overheadSupply is total potential dilution excluding shelf (gross warrants/convertibles + ATM/equity line/S-1 at the current price, details.overheadSupplyBasis); levels named in levelsLowerBoundScope are floors ("at least") when levelsAreLowerBound is true; details.levelBounds gives each level's floor, ceiling and best estimate (a level whose floor and ceiling agree is exact) |
get_dilution_snapshot | Potential new shares and % of shares outstanding, cash position and runway, float |
get_dilution_instruments | One instrument family's rows with per-field SEC citations (warrants, convertibles, preferred, shelfs, atms, elocs, s1_offerings, equity_plans, exchangeables, recent_offerings) |
| get_baby_shelf_capacity | S-3 I.B.6 baby shelf: how much the issuer can raise off it
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