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)
Look up FIRST EPSS scores and daily history, find CVEs by threshold, and prioritize them with CVSS.
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。
MCP_LOG_LEVEL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://first-epss.caseyjhand.com/mcpClaude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"mcpServers": {
"first-epss": {
"command": "npx",
"args": [
"-y",
"@cyanheads/first-epss-mcp-server"
],
"env": {
"MCP_LOG_LEVEL": "your-value"
}
}
}
}ターミナルでこれを実行します
claude mcp add --transport http first-epss https://first-epss.caseyjhand.com/mcpclaude mcp add first-epss --env MCP_LOG_LEVEL=your-value -- npx -y @cyanheads/first-epss-mcp-server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": {
"first-epss": {
"url": "https://first-epss.caseyjhand.com/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": {
"first-epss": {
"command": "npx",
"args": [
"-y",
"@cyanheads/first-epss-mcp-server"
],
"env": {
"MCP_LOG_LEVEL": "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": {
"first-epss": {
"type": "http",
"url": "https://first-epss.caseyjhand.com/mcp"
}
}
}プロジェクトの .vscode/mcp.json に貼り付けます
{
"servers": {
"first-epss": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@cyanheads/first-epss-mcp-server"
],
"env": {
"MCP_LOG_LEVEL": "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。
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://first-epss.caseyjhand.com/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。
MCP_LOG_LEVEL env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7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。
epss_get_scoresRetrieve latest available or historically dated FIRST EPSS probability and percentile for supplied CVEs. Process up to 500 unique entries from batchOffset; response byte limits can return fewer whole entries. Resume with nextBatchOffset as batchOffset, the original cves and retur
epss_get_timeseriesRetrieve an EPSS anchor and up to 30 preceding daily observations for up to 50 unique CVEs from batchOffset. Response byte limits retain whole history items. Resume CVE batches with nextBatchOffset as batchOffset, the original cves and returned score date as date; withheldCves we
epss_query_thresholdDiscover CVEs using inclusive EPSS or percentile bounds, CVE year or dataset-addition recency; filters intersect and at least one is required. Examine one candidate page in the upstream FIRST order, which is not ranked by EPSS, so the first page does not hold the highest scores.
epss_prioritize_cvesAssign remediation tiers using latest or dated EPSS and caller-supplied CVSS base severity. Defaults are severity >= 7 and EPSS probability >= 0.10; select percentile explicitly for population rank. Missing severity stays in epssOnly and missing EPSS stays unscored. Thresholds ar
epss_list_referenceExplain FIRST EPSS interpretation, model publishing dates, lookup coverage and transparent prioritization policy. Use this static reference before interpreting missing scores, score movement or probability versus percentile thresholds.
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7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 cyanheads 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
212ミリ秒で応答(HTTP 200)
サインイン不要
5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。
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。
どちらでも使えます。パソコンにインストールしても、クラウド版につないでもかまいません。
GitHubリポジトリの最終更新は–、最新バージョン(0.2.0)がレジストリに届いたのは10 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, Hunter Killer
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
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
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Liquidation walls, snapshot age, evidence labels and a public record. Managed OAuth.
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。
@cyanheads/first-epss-mcp-server Look up FIRST EPSS exploitation scores and daily history, find CVEs by score threshold, and prioritize CVEs with caller-supplied CVSS via MCP. STDIO or Streamable HTTP. 5 Tools
Public Hosted Server: https://first-epss.caseyjhand.com/mcp
Daily forecasts of observed CVE exploitation within the next 30 days from FIRST EPSS, generated by Empirical Security and published by FIRST. Look up scores, inspect daily movement, discover CVEs by score or year, and combine likelihood with caller-supplied CVSS severity. The public API needs no key or registration.
| Tool | Description |
|---|---|
epss_get_scores | Fetch current or historical EPSS probability and percentile for supplied CVEs |
epss_get_timeseries | Inspect daily history, exact-date changes, peaks, gaps, and model transitions |
epss_query_threshold | Discover CVEs by inclusive score bounds, CVE year, or recent dataset addition |
epss_prioritize_cves | Assign configurable remediation tiers using EPSS and caller-supplied CVSS severity |
epss_list_reference | Explain score interpretation, models, coverage, and prioritization conventions |
| Skill | Description |
|---|---|
first-epss-guide | Gates and workflows for the calling agent: when an NVD or KEV source must answer instead, where score dates and offsets come from, when paging is done, why discovery pages are not EPSS-ranked, and how to tell a model change from real score movement |
Served over MCP as skill://first-epss-guide/SKILL.md and shipped in the npm package under skills/.
epss_get_scores toolcves as an array or a whitespace/comma/semicolon-delimited string; case and Unicode dashes are normalized. Process up to 500 unique identifiers from batchOffset (default 0). Optional date (2021-04-14 through today, UTC) selects a historical snapshot; omitted or blank means latest availableepss, percentile, date, and modelVersionSource (csv_header, published_schedule, or unavailable), ordered by EPSS descendingunscoredCves separates invalid_format from not_returned; a missing score is unknown, never zerosnapshot_unavailable identifies a dated snapshot FIRST cannot supply; select another date or omit it. A CVE omitted from a published snapshot remains not_returnedepss_get_timeseries toolcves / date / batchOffset inputs; process up to 50 unique identifiers per callcurrent with up to 30 preceding daily observations in series, plus missingDates, peak, and delta7d / delta30d, which need an exact calendar baseline and otherwise appear in unavailableDeltasmodelBoundariesCrossed and each comparison's crossesModelBoundary flag published model transitions; neither explains why a score movedpreviousAnchorDate for the preceding window without overlap; the pointer does not guarantee a published snapshotepss_query_threshold toolminEpss / maxEpss / minPercentile / maxPercentile bounds, year, and addedWithinDays intersect, with optional historical date; at least one filter and ordered bounds are required, otherwise invalid_filter_combination. addedWithinDays is dataset-addition recency and ignores datelimit (default 100) plus offset. Limits above 10,000 are clamped to 10,000; the notice reports requested/applied values and both filters.limit and pagination.limit echo the applied limit. With year, candidateTotal counts broad candidates and total is null (totalRelation: "unknown"), so a filtered page can be empty with hasMore: truepagination.budgetLimited is true and withheldCount counts inspected matches omitted; examinedCount still counts every inspected candidate. nextOffset resumes at the first withheld match's original candidate position, including with year filteringlimit, provenance.scoreDates[0] as date, and nextOffset as offsetepss_prioritize_cves tool{ cve, cvssBaseScore? } entries (CVSS 0–10, caller-supplied) against latest or optional dated EPSS; process up to 500 unique CVEs from batchOffset. A duplicate CVE with differing CVSS, including missing versus supplied, fails as conflicting_cvss. Unavailable dated snapshots fail as snapshot_unavailableseverityThreshold: 7 and likelihood: { metric: "epss", threshold: 0.10 }, both inclusive; metric: "percentile" is an explicit alternative, and neither is FIRST guidanceact_now (high severity, high likelihood), scheduled (high, low), monitor (low, high), and defer (low, low); missing CVSS lands in epssOnly, missing EPSS in unscoredCves with its CVSS keptepss_list_reference tooltopic: interpretation, models, coverage, prioritization, or all (default)verifiedAt date; makes no upstream requestAll four dynamic tools bound each JSON-serialized content array and structuredContent object to 65,536 UTF-8 bytes, including notices, provenance, filters and pagination. Threshold discovery uses candidate continuation as described above; supplied-CVE tools use the batch continuation below.
Scores, timeseries and prioritization retain whole score rows, history items and unscored entries. processedCount still counts the workload processed, including invalid identifiers; returnedCount counts complete entries retained and withheldCount counts processed entries omitted by the byte limit. deferredCount counts entries never queried. withheldCves and deferredCves retain their array types; their *Complete flags explicitly identify previews when the full lists cannot fit. budgetLimited discloses any response shortening.
Malformed identifiers in unscored, withheld and deferred text are JSON string literals, escaped for Markdown. JSON decoding recovers the normalized identifier, including embedded CR, LF, tabs and backslashes; canonical CVEs remain plain identifiers. Structured identifiers are unchanged. Exhausted batch offsets report completion without upstream lookups or missing-score claims. Threshold notices distinguish a globally empty search, exhausted candidate offsets, and an exact-year page without matches, including the final page.
When nextBatchOffset is present, call the same tool with the original cves, nextBatchOffset as batchOffset, and provenance.scoreDates[0] as date (retain the requested date if no score date was returned). Prioritization also keeps every original cvssBaseScore, severityThreshold and likelihood. The offset counts normalized unique identifiers in first-occurrence input order, including invalid entries; score sorting does not change it. Continue until nextBatchOffset is absent. An offset past the end returns explicit empty accounting. Lists are for inspection; continuation through the original batch preserves entries even when lists are previews.
Built on @cyanheads/mcp-ts-core: stdio and Streamable HTTP transports, pluggable auth (none / jwt / oauth), swappable storage (in-memory, filesystem, Supabase, Cloudflare KV/R2/D1), structured logging with optional OpenTelemetry tracing.
FIRST EPSS-specific:
Agent-friendly output:
verified, inferred, or unavailableunscoredCves and deferredCves distinguish omissions from work not queried. Transport failures fail the callConnect to the hosted instance, no install:
claude mcp add --transport http first-epss-mcp-server https://first-epss.caseyjhand.com/mcp
Or run it locally:
claude mcp add first-epss-mcp-server -- npx -y @cyanheads/first-epss-mcp-server
For other clients, add this to the MCP config file:
{
"mcpServers": { "first-epss-mcp-server": { "command": "npx", "args": ["-y", "@cyanheads/first-epss-mcp-server"] } } }
FIRST's EPSS API is keyless; the server needs only internet access to it. For Docker or a source build, see Running the server.
No server-specific settings are required.
| Variable | Description | Default |
|---|---|---|
MCP_TRANSPORT_TYPE | Transport: stdio or http. | stdio |
MCP_HTTP_HOST | HTTP bind address. | 127.0.0.1 |
MCP_HTTP_PORT | HTTP server port. | 3010 |
MCP_HTTP_ENDPOINT_PATH | HTTP MCP endpoint path. | /mcp |
| MCP_SESSION_MODE | HTTP session mode
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