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)
Look up FIRST EPSS scores and daily history, find CVEs by threshold, and prioritize them with CVSS.
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。
MCP_LOG_LEVEL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 …”。
适用于网页版、桌面版和手机版 Claude:
https://first-epss.caseyjhand.com/mcp打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"first-epss": {
"command": "npx",
"args": [
"-y",
"@cyanheads/first-epss-mcp-server"
],
"env": {
"MCP_LOG_LEVEL": "your-value"
}
}
}
}在终端中运行这条命令
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": {
"first-epss": {
"url": "https://first-epss.caseyjhand.com/mcp"
}
}
}粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"first-epss": {
"command": "npx",
"args": [
"-y",
"@cyanheads/first-epss-mcp-server"
],
"env": {
"MCP_LOG_LEVEL": "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": {
"first-epss": {
"type": "http",
"url": "https://first-epss.caseyjhand.com/mcp"
}
}
}粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"first-epss": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@cyanheads/first-epss-mcp-server"
],
"env": {
"MCP_LOG_LEVEL": "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。
ChatGPT 只能连接互联网上的服务器:
https://first-epss.caseyjhand.com/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
MCP_LOG_LEVEL env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。
工具名称和描述与服务器在 2026年11月7日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。
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.
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8日
注册名称已通过 GitHub 账户 cyanheads 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
在 212 毫秒内响应(HTTP 200)
无需登录
已读取 5 个工具描述,未发现针对 AI 的隐藏指令
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 3 项适用的基础检查中通过了 3 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。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
两种方式都可以:安装在你的电脑上,或者连接云端版本。
GitHub 仓库最后更新于–,最新版本(0.2.0)于10天前进入注册中心。
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, Egovframe Scaffold MCP
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ 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.
eGovFrame (전자정부 표준프레임워크) projects: templates, components, CRUD, build, 5.x migration, dependencies
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。
@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
只显示了开头部分;其余内容请在仓库中阅读