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PopNx MCPAI를 쓰는 사람을 위한 MCP 서버 · 쉬운 말로 설명해요

Search that shows its work

제작자: AG-Bureau버전 0.3.5i★ –i–
레지스트리 이름com.ag-bureau/search

설치

개요

제작자가 쓴 설명(영어 원문)

Self-hosted web search that reports how much of each answer to believe

PopNx MCP의 세 기둥

이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.

할 수 있는 일

이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.

  • 연결 방식: –
  • 전송 방식:
  • 카테고리: 검색 및 AI 기억

설치

쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.

설치하기 전에

  • 기본 점검: 1개 중 1개 통과
  • 내 컴퓨터에서 내 사용자 계정의 권한(파일, 네트워크, 앱)으로 실행돼요.
  • 레지스트리에 입력해야 할 키가 나와 있지 않아요.

제작자가 레지스트리에 설치 정보를 올리지 않았어요. 아래 제작자의 README를 확인하세요.

할 수 있는 일

내 컴퓨터에서 실행돼요. 설치하면 AI 앱에 도구 목록이 나타나요.

기본 점검i

누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검

  • ✓ 통과

    제작자와 저장소 일치

    레지스트리 이름이 도메인 ag-bureau.com 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)

  • … 아직 점검 안 함

    계속 관리되고 있음

    아직 GitHub에서 이 저장소를 읽어 오지 않았어요

  • … 아직 점검 안 함

    라이선스 있음

    아직 GitHub에서 이 저장소를 읽어 오지 않았어요

  • – 해당 없음

    엔드포인트 응답

    내 컴퓨터에서 실행되는 서버라 인터넷 엔드포인트가 없어요

  • – 해당 없음

    OAuth로 로그인

    내 컴퓨터에서 실행되며, 대신 로컬 설정을 사용해요

  • … 아직 점검 안 함

    도구 설명에 숨겨진 지시 없음

    내 컴퓨터에서 실행돼요. 도구 목록은 인터넷 엔드포인트가 있는 서버에서만 읽을 수 있어요

검색 및 AI 기억 카테고리의 다른 서버와 비교i

  • 이 카테고리의 다른 서버 7274개 중 0%보다 스타가 많아요
  • 이 카테고리의 다른 서버 7274개 중 48%보다 최근에 레지스트리에 공개됐어요
  • 기본 점검 결과가 이 카테고리의 다른 서버 7274개 중 100%와 같거나 더 좋아요

레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.

자주 묻는 질문

Search that shows its work, 안전한가요?

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.

어떤 키나 코드가 필요한가요?

레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.

내 컴퓨터에서 실행되나요, 클라우드에서 실행되나요?

내 컴퓨터에서 실행돼요. AI 앱이 필요할 때 실행하고, 데이터는 제작자의 서버를 거치지 않아요(서버 자체가 온라인 서비스를 호출하는 경우는 제외).

아직 관리되고 있나요?

GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.3.5)은 42일 전 레지스트리에 올라왔어요.

어떤 앱에서 쓸 수 있나요?

Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요.

대신 쓸 수 있는 건 뭐가 있나요?

같은 카테고리에는: Context7, Codebase Memory, Exa

대안

같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.

카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i

Context7

제작자: upstash

Up-to-date docs for AI agents

컴퓨터 또는 클라우드★ 64,224MIT어제 업데이트
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Codebase Memory

제작자: DeusData

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

내 컴퓨터에서 실행★ 48,148MIT21일 전 업데이트
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Exa

제작자: exa-labs

Connect AI agents to Exa for web search, content fetching, and multi-step research.

클라우드에서 실행★ 5,213MIT지난달 업데이트
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제작자의 README

README 열기

제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.

search

A self-hosted MCP server for web search that reports how much of each answer to believe


A search tool fails in ways that look exactly like success. An engine answers with somebody else's subject. A page returns text that is an anti-bot shield. Sixteen sources turn out to be two engines counted eight times. None of that raises an error, and the model on the other end builds on it.

This server's job is to make those cases distinguishable, in fields you can branch on. It runs on your machine, over your own metasearch instance, with your own model key — or none at all.

🔧 Tools

ToolWhat it doesRequiredNotable options
web_searchFinds pages and reads the top ones — one call, links with their textqueryread: false for links only · read_top how many to read · min_engines to force breadth · engines to name the engines yourself
web_readReads pages by address: text, PDF, or a scan recognised by a vision modelurlsmode: browser for JS-rendered pages · expect to assert what must be there · offset to continue
web_image_searchFinds images: the address of the FILE and, separately, of the page it sits onquerymax_results, page
web_screenshotA PNG of a page plus its text from the same visit, so the two can be cross-checkedurlmax_chars for how much text · full_page · expect
web_deep_searchComposes its own queries, reads in waves, and answers from several sources — saying what it could not confirmquestionwaves

Full argument reference, response shapes and failure modes: [HOWTO-CALL.md](HOWTO-CALL.md).

📦 Install

From an open repository page to a working answer. Nothing is assumed to be on your disk already:

git clone https://github.com/AG-Bureau/mcp-search

cd mcp-search cp .env.example .env echo "SEARXNG_SECRET=$(openssl rand -hex 32)" >> .env echo "BROWSER_WS_SECRET=$(openssl rand -hex 16)" >> .env echo '{}' > door-tokens.json && mkdir -p tls docker compose -f docker-compose.yml -f wiring/expose-localhost.yml up -d --build curl -s http://127.0.0.1:8081/healthz

The fourth and fifth lines are not decoration. Without a value in SEARXNG_SECRET the up command refuses — and that refusal is deliberate: with no key of its own the metasearch does not fail, it comes up with a publicly known one from its image template, silently. BROWSER_WS_SECRET is the secret path of the browser sidecar's endpoint, and up refuses without it too: on a guessable path, anything that can open a WebSocket to the sidecar — any container on the compose network, and any page the browser itself opens — gets a browser of its own, outside every check the module applies to the pages it reads. The compose file hands the same value to the sidecar and, at the end of BROWSER_WS_URL, to the adapter; neither prints it.

The sixth line creates the two paths the compose file mounts for caller authentication and TLS — both off by default. A path that does not exist is created by Docker as a root-owned DIRECTORY, and a token "file" that is a directory reads as an unreadable list (see Configuration below). Both are in .gitignore: they hold secrets once you use them.

The overlay publishes the port on loopback only. A published container port does not go through the host firewall's usual chain, so exposing it more widely is a separate, deliberate step — see Deployment.

Two transports

MCP has two, and they answer different questions. HTTP — the commands above — is for a server that is already running somewhere. stdio is the protocol's default: the client starts the server as a process and talks to it through the pipes, which is how most desktop clients and wrappers work.

docker compose exec -T ag-search python /app/server.py --stdio   # or MCP_TRANSPORT=stdio

outside compose: SEARXNG_URL=http:// python adapter/server.py --stdio

One JSON-RPC object per line in, one answer per line out. The mode is chosen explicitly and never guessed from whether a terminal is attached — that sign merely sits next to the subject, and one day it answers for a case nobody meant.

In stdio mode stdout is the protocol: answers and nothing else, with the log on stderr. One stray line of anything else breaks the client reading it.

Each process started this way is an instance of its own, even inside the running container: its browser sessions (BROWSER_MAX_SESSIONS), its engine and domain pacing and its /stats counters are separate from the HTTP server's. Several stdio clients on one sidecar add up in its pids_limit like several adapters do.

The sidecars do not depend on the choice; the metasearch does: SEARXNG_URL must reach one, or every search refuses with cause: upstream (the default, http://searxng:8080, is a name only the compose network knows). Started by a client with no compose project around it, the module names what else is missing instead of pretending: the browser path reports not_wired_up, and trouble carries pool_unmeasured — the engine pool was never computed from observation.

⬆️ Upgrading to 0.3.5 — no new variable

From 0.3.4: the same command as the install block, with the same -f files. Only the adapter image changes (ag-mod-search/adapter:0.3.5, used by the adapter and the prober); the sidecar stays ag-mod-search/browser:1.49.1-3. Two things you may notice: the door now logs one line per request (the caller's address, the path, the status and the caller's token name — never the token, the body or the query string), and a model call that runs out of the time its caller had now returns a refusal that says so instead of running on. From 0.3.3 or earlier, the 0.3.4 steps below apply too.

⬆️ Upgrading to 0.3.4 — no new variable, one stricter one

From 0.3.3: the same command as the install block, with the same -f files. Only the adapter image changed; the sidecar stays ag-mod-search/browser:1.49.1-3. Check AG_DOOR_AUTH first: a value that is not off, warn or on (in any case, spaces around it ignored) now stops the adapter from starting, where it used to mean off. From 0.3.2 or earlier, the 0.3.3 steps below apply too.

⬆️ Upgrading to 0.3.3 — one new required variable

BROWSER_WS_SECRET must be in .env before up: add it as the install block does, with openssl rand -hex 16. Then run the install block's own command, with the same -f files you installed with: docker compose -f docker-compose.yml -f wiring/expose-localhost.yml up -d --build. It rebuilds both images and recreates the adapter, the prober and the sidecar, since the image or the environment of each changed. Name no services on it: up … browser ag-search leaves the prober on the old image, and leaving out the -f overlay recreates the adapter without its published port. The sidecar image is ag-mod-search/browser:1.49.1-3; with the old sidecar, or with only one side recreated, the browser path reads "not responding".

A malformed secret stops the whole module. Compose checks only that the value is not empty. Characters outside A-Z a-z 0-9 _ - (base64 gives + / =) make the sidecar exit with 78 in a loop; the adapter waits for a healthy sidecar, so it never starts and up says "dependency failed to start".

If you run the door in warn or on, also read "Moving to on" under Configuration: the prober now takes a token, a token with no scopes (or with scopes written as a string) may call no tool, and /healthz?deep=1 needs a token that may search or read.

⬆️ Upgrading from 0.2.x — the answer changed shape

If you already run 0.2.1 or earlier, read this before updating. Nothing here is a new feature you may ignore; it is what your existing calls will return differently.

The search and image answers carry fewer fields by default, and they say so in their name: ag.search/3 and ag.images/3 instead of /2. A caller that branched on contract will break loudly, which is the intent — a field that simply vanished would read as "nothing was wrong" in most languages.

in 0.2.xin 0.3
search_aborted, engines_unaskedtrouble.search_aborted, trouble.engines_unasked
unresponsive_enginestrouble.unresponsive_engines
engines_irrelevanttrouble.engines_irrelevant
pool_source: "seed"trouble.pool_unmeasured, with the reason
arguments_adjustedtrouble.arguments_adjusted
corroborated_by_url, corroborated_by_domain — always present, 1 on the cheap pathabsent when only one engine found results: there 1 meant "nobody else was asked", not a measurement
count, query, page, read, read_top, pages_*, timing_ms, engines_skipped, engines_used, tiers_used, pool_source, pool_reasonreturned when you ask: verbose: true

trouble is always present and empty when nothing went wrong, so if not trouble replaces the four separate checks. Nothing was deleted from the module — the accounting moved behind a request.

Booleans are now parsed rather than cast. In 0.2.x "read": "false" over MCP read the pages anyway — eight times the wall clock — while the plain door understood the same word correctly. Both doors now accept true/false, 1/0, yes/no, on/off, y/n, t/f and Python's True/False, case-blind. A value that cannot be read turns the flag off and is named in `arguments_adjusted`, and an EMPTY value counts as unreadable: read="" no longer buys the expensive default in silence.

`read_top: 0` means "no preference", not "read nothing" — for nothing, use read: false. The schema used to declare minimum: 1 while accepting zero.

The field-by-field table is in the contracts: contracts/ag.search.v3.md and contracts/ag.images.v3.md, section "What changed against /2". Reading (ag.read/2), deep search (ag.deep/2) and screenshots (ag.shot/1) kept their numbers: they gained fields, and an addition breaks nobody.

⚙️ Configuration

VariableRequiredWhat it is
SEARXNG_SECRETyesSession key for the metasearch. Any long random string that is not from somebody's history.
BROWSER_WS_SECRETyesThe browser sidecar's secret endpoint path, 16-256 characters of A-Z a-z 0-9 _ - (openssl rand -hex 16). The sidecar exits at start without it, and the compose file refuses first. A value with other characters passes the compose file and stops the whole module: the sidecar exits with 78, and the adapter, which waits for a healthy sidecar, never starts. To rotate, change it and run the same up -d as at install, with the same -f files: both browser and ag-search are recreated, because the environment of both changed.
LLM_API_KEYnoKey for any OpenAI-compatible endpoint. Secret.

| LLM_API_BASE | no | Base URL of that endpoint. Take it from your provider's documentation, not by analogy — the obvious guess can answer with a billing error such as 429: Insufficient balance, because some providers serve a subscription on a different

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