Context7
Up-to-date docs for AI agents
제작자가 쓴 설명(영어 원문)
Threat intel and DFIR: IOCs, CVEs, actors, SBOMs, domain scans, cases, memory, Kubernetes, Proxmox.
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.
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.
터미널에서 이 명령어를 실행하세요
claude mcp add --transport http mlab https://mlab.sh/mcp --header 'Authorization: your-value'실행하기 전에 빈 값을 채워 주세요.
프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"mlab": {
"url": "https://mlab.sh/mcp",
"headers": {
"Authorization": "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": {
"mlab": {
"type": "http",
"url": "https://mlab.sh/mcp",
"headers": {
"Authorization": "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.
서버가 도구 목록을 보여 주기 전에 로그인을 요구해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 도메인 mlab.sh 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
321ms 만에 응답(HTTP 401)
OAuth 로그인을 지원한다고 밝혀서, AI 앱이 로그인 화면으로 안내해 줘요
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 3개 중 3개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
입력해야 할 값: Authorization
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.2.0)은 어제 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: Context7, Codebase Memory, Exa
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Public metadata and connection guide for the remote MCP server at https://mlab.sh/mcp, a threat intelligence server for SOC and DFIR work.
This repo is the registry listing and the documentation. It is not the server source: the server runs inside the mlab.sh backend and is closed source.
Endpoint: https://mlab.sh/mcp (Streamable HTTP via POST, SSE via GET).
Settings > Connectors > Add custom connector, then paste the URL. OAuth runs in the browser, no token to copy.
https://mlab.sh/mcp
claude_desktop_config.json:
{
"mcpServers": { "mlab": { "command": "npx", "args": [ "-y", "mcp-remote", "https://mlab.sh/mcp", "--header", "Authorization: Bearer mcp_xxx" ] } } }
Drop the --header pair to use OAuth instead of a static token.
~/.cursor/mcp.json:
{
"mcpServers": { "mlab": { "url": "https://mlab.sh/mcp", "headers": { "Authorization": "Bearer mcp_xxx" } } } }
.vscode/mcp.json:
{
"servers": { "mlab": { "type": "http", "url": "https://mlab.sh/mcp", "headers": { "Authorization": "Bearer mcp_xxx" } } } }
curl -sS -X POST https://mlab.sh/mcp \
-H "Authorization: Bearer mcp_xxx" \ -H "Content-Type: application/json" \ -H "Accept: application/json, text/event-stream" \ -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-06-18","capabilities":{},"clientInfo":{"name":"curl","version":"1.0.0"}}}'
Ready to paste versions of these four configs live in examples/.
Officially supported clients are Claude.ai and Claude Desktop. Other MCP clients (Cursor, VS Code, Windsurf and friends) work but are best effort.
48 tools. tools/list only shows a token the tools its role and plan can use, so a client never sees a tool that would refuse every call. Every tool carries MCP annotations (read only, destructive, idempotent, open world), so a host can tell what it may run unattended. No tool deletes anything.
Parameters marked ? are optional.
| Group | Plan | Role |
|---|---|---|
IOC lookups, domain scans, scan_bash, scan_sbom | Any | Owner, admin, member (viewers cannot spend quota) |
| CVEs, actors, account, bookmarks, history | Any | Any, viewer included |
Cases: reading (list_cases, get_case) | Team, Enterprise | Any, viewer included |
Cases: writing (create_case, add_case_indicators, add_case_comment) | Team, Enterprise | Owner, admin, member |
| Workspaces | Team (1 workspace), Enterprise (up to 20) | Any; members only see the workspaces they were added to, owners and admins see all |
Quotas are counted per organization over a rolling 24 hour window. get_scan_limits reads what is left.
| Tool | Parameters | What it returns |
|---|---|---|
detect_ioc | value | Detects the type of an indicator (IPv4, IPv6, CIDR, domain, URL, MD5/SHA1/SHA256/SHA512 hash, email, MAC) and returns the relevant intel. A domain is typed, not scanned: use start_domain_scan for that. An IP spends IP quota |
scan_ip | ip | For an address: geolocation, ISP, ASN, datacenter / proxy / VPN / mobile network, TOR consensus status, forward confirmed reverse DNS, RDAP record with the abuse contact. For a CIDR range: network, broadcast, host window, netmask, size, reserved blocks. Addresses spend IP quota (cached 7 days); ranges are free |
scan_url | url, resolve? | Static analysis without visiting: scheme, host with its Unicode and punycode forms, IP literal hosts, credentials in the URL, dangerous extensions, shorteners, embedded redirect targets, and what a past domain scan recorded about the host. resolve follows the link to its real destination, the only part that visits anything. No quota |
scan_hash | hash | MD5, SHA1 or SHA256 against CIRCL hashlookup (NIST NSRL): known good, known malicious or unknown, each feed's own answer, malware family, product and file name, CIRCL trust score, and mlab_sample when mlab analysed the file itself. unknown is not the same as safe. No quota |
scan_crypto | address, chain? | Labels, sanctions, risk score and address type across 18 chains (Bitcoin, Ethereum and 12 other EVM chains, Tron, Solana, TON, Dogecoin), with a checksum check. EVM addresses do not reveal their chain: pass chain when you know it. Spends crypto quota |
scan_email | email | Mailbox type (disposable, role, consumer, standard), SPF / DKIM / DMARC spoofability of its domain, MX presence, domain age when scanned, and a 0 to 100 score with its weighted reasons. No quota |
scan_phone | number | E.164 number: validity, country, line type, allocated operator, formatting and scam shaped findings. Offline, no quota |
scan_mac | mac | OUI vendor, unicast or multicast, universal or local administration, randomized or virtual interface, EUI-64 IPv6, other formats. Offline, no quota |
| Tool | Parameters | What it returns |
|---|---|---|
start_domain_scan | domain | Returns a recent completed scan right away, or launches a new one and returns {"status": "started"}. A new scan contacts the target and spends domain scan quota |
get_domain_scan_results | domain | Results of a domain scan: DNS records, subdomains, SSL certificates, security.txt, robots.txt. Call again while the status is pending or scanning |
scan_bash | content, filename? | Static analysis of an inline shell script: sha256, every IOC it holds, and well known suspicious constructs (download piped to a shell, base64 decoding, /dev/tcp reverse shells, persistence, anti forensics, destructive deletes). Nothing runs or is stored. No quota |
scan_sbom | content, format? | Known vulnerabilities in a lockfile or SBOM (npm, yarn, pnpm, Cargo, pip, Poetry, uv, PDM, Pipfile, Composer, Gem, Go, Maven, Gradle, NuGet, pub, Hex, mise, CycloneDX, SPDX), one finding per package and CVE, worst first, with the fixed version and what the scan could not cover. Matched server side on vuln.mlab.sh (OSV, NVD for CPE only components). 2 MB at most; format defaults to auto |
| Tool | Parameters | What it returns |
|---|---|---|
cve_search | query, severity?, date_start?, date_end?, limit?, page? | CVEs by keyword, product, vendor or ID, filtered by severity (CRITICAL, HIGH, MEDIUM, LOW) and publication date, with CVSS, EPSS and KEV status |
cve_detail | cve_id | The full record: CVSS vector breakdown, affected products, references, CWEs, EPSS, CISA KEV status |
search_actors | query, origin?, motivation?, sector?, limit? | Threat actors by name or alias from the MISP Galaxy cluster (CC0), narrowed by origin, incident type or targeted sector. Returns the slug for get_actor |
get_actor | slug | MISP Galaxy profile (origin, suspected sponsor, synonyms, targeted countries and sectors, references) with the MITRE ATT&CK tools and techniques attributed to it. Keep the sources block when quoting: it carries MITRE's notice |
Team and Enterprise. Each call goes through the same checks as the case pages.
| Tool | Parameters | What it returns |
|---|---|---|
list_cases | none | The organization's cases, open ones first, with indicator and comment counts |
get_case | uuid | Title, summary, status, every indicator with a link to its analysis, and the comment thread |
create_case | title, summary? | Opens a case and returns the uuid the other case tools take |
add_case_indicators | uuid, indicators | Files a paste of indicators (one per line, or comma or space separated, mixed types), typed automatically; anything mlab cannot look up comes back in skipped with the reason |
add_case_comment | uuid, body, indicator_uuid? | A note on the case, or on one of its indicators |
Team and Enterprise, and only in a workspace whose admin turned on AI agents (MCP): a workspace keeps its data on the organization's own hosts, and an answer goes to the LLM provider of whoever asked. workspace_list says which workspaces are open. Every tool except workspace_list takes workspace (the uuid from workspace_list). Each call is written to the workspace's audit log.
The tools read, and can start an index or a YARA scan. Creating, deleting, enrolling, members, policies, pushing a cluster config and binary downloads stay in the app. Answers carry data sent by the hosts, which may contain text planted by an attacker: the server says so before every answer.
Agents and memory forensics (engram)
| Tool | Parameters | What it returns |
|---|---|---|
workspace_list | none | The workspaces you can open, whether AI agents may read them, agents online and the tools they run |
workspace_agents | workspace | The workspace's agents: live state, version, the tools each one reports |
workspace_memory_dumps | workspace | Memory dumps on the engram agents, and which ones are indexed. Asks every agent: allow a few seconds |
workspace_memory_index | workspace, agent, dump | Starts indexing a dump on its host, in the background. Follow it with workspace_memory_dumps |
workspace_memory_overview | workspace, agent, dump | A dump's index: system, process tree, findings (injected code and other anomalies), registry hives |
workspace_memory_process | workspace, agent, dump, pid | One process in full: command line, environment, modules, memory regions, handles, findings |
workspace_memory_read | workspace, agent, dump, address, len?, space?, pid? | Up to 4 KiB read live from the dump, as hex and text. space is virtual (needs pid, the default) or physical |
workspace_memory_registry | workspace, agent, dump, hive, path? | One registry key: values, subkeys, last write time |
workspace_memory_yara | workspace, agent, dump, rules, pids? | Runs YARA rules over the dump's processes on the host. Usually returns a job, a new one each call |
workspace_memory_yara_status | workspace, agent, job | Progress of a YARA scan, and its matches once done |
Kubernetes clusters (k3sec)
| Tool | Parameters | What it returns |
|---|---|---|
workspace_cluster_list | workspace | Clusters reporting to the workspace: nodes online, images, vulnerabilities in packages really loaded, recent detections |
workspace_cluster_images | workspace, cluster | Running images with their vulnerabilities, loaded ones first |
workspace_cluster_image | workspace, cluster, digest | One image: findings and packages, with which are loaded in memory |
workspace_cluster_events | workspace, cluster, source?, kind?, namespace?, min_severity?, q?, before?, limit? | Runtime events, newest first: Kubernetes events, eBPF activity, YARA detections, with cached reputation of destinations and binaries. 200 at most per call; before pages back |
workspace_cluster_config | workspace, cluster | What k3sec collects on each node, and the ceiling the nodes' local policies allow |
Proxmox VE (virtsec)
| Tool | Parameters | What it returns |
|---|---|---|
workspace_virt_list | workspace | Proxmox clusters: nodes online, LXC and VM guests, guests with weakened isolation, vulnerabilities in loaded packages, critical events of the last 24 h |
workspace_virt_guests | workspace, cluster | Guests and nodes: status, isolation risks from their config (privileged, host bind mounts, passthrough), vulnerabilities |
| workspace_virt_guest | workspace, cluster, key, agent? | One guest by vmid, or a node (key = node with its agent): i
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