Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
BOIM(보임): Korean businesses (2.7M+), procurement vendors, live public bids and traditional markets.
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We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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Works in Claude on the web, desktop and mobile:
https://boim.io/api/mcpRun this in your terminal
claude mcp add --transport http vendors https://boim.io/api/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"vendors": {
"url": "https://boim.io/api/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"vendors": {
"type": "http",
"url": "https://boim.io/api/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://boim.io/api/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
search_vendorsFind Korean vendors with public-procurement records or self-registered info by product, region, name or certification (Public Procurement Service open data; not a ranking). [보임 — 한국 업체·입찰 공고 찾기] 조달청 공공 데이터(종합쇼핑몰 계약 품목 + 최근 1년 조달 실적, 전 품목)로 정리한 한국 업체를 찾습니다. 품명은 조달청 물품분류(예: 안내판, 복사
get_vendorGet one vendor card by id: records and amounts by product, main buyer agencies and regions, contract types, unit-price range, certifications, sources and update date. [보임 — 한국 업체·입찰 공고 찾기] search_vendors가 돌려준 id로 업체 카드 전체(품명별 1년 실적·금액·계약 품목, 주요 납품 기관·지역, 계약 방법, 조달청 계약 단가 범위, 인증,
find_local_shopsFind neighborhood sign, advertising, print and copy shops in a Korean city, district or dong (public store data; name order, not a ranking). [보임 — 한국 업체·입찰 공고 찾기] 소상공인 상가정보(소상공인시장진흥공단, 공공데이터)에 등록된 동네 가게를 시·군·구·동으로 찾습니다. 간판·광고물 제작, 광고물 디자인, 옥외·전시 광고, 명함·인쇄, 복사·출력. 개인·소규모 일(가게 간판,
find_public_bidsFind open Korean public-sector bid notices in every field (KONEPS, Defense e-Procurement, LH, K-water, Nuri-jangteo), closest deadline first, with source links. [보임 — 한국 업체·입찰 공고 찾기] 나라장터(조달청)·국방전자조달·LH·한국수자원공사·누리장터(조달청 민간입찰)의 마감 전 입찰 공고를 모든 분야에서 찾습니다. 모든 공고를 같은 기준으로 나눕니다 — 분야(gr
find_businessesFind operating businesses of any industry in a Korean province, city or district (2.7M+ public store records; name order, not a ranking). With category 전통시장 (or 오일장, 장날, "traditional market") it also returns that area's traditional markets with market days. [보임 — 한국 업체·입찰 공고 찾기]
list_categoriesList procurement category groups and item names with vendor counts (use the names with search_vendors). [보임 — 한국 업체·입찰 공고 찾기] 분야(조달청 물품분류 대분류)와 업체 수를 돌려줍니다. group을 주면 그 분야의 품명(화면 이름·조달 품명·물품분류번호)·업체 수를 업체가 많은 80개까지 돌려줍니다(전 품목이라 분야를 먼저 고르세요).
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified against the domain boim.io (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 267 ms (HTTP 200)
No sign-in needed
Read 6 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (2.0.3) reached the registry 6 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Master CSS
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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Remote MCP server for AI agents that need to find businesses in Korea. Korean businesses across all industries (2.7M+), public-procurement vendors (75,000+), open public bids and traditional markets with market days (1,393) — read-only, no sign-up, no API key for the free tier.
| MCP endpoint | https://boim.io/api/mcp |
| Transport | Streamable HTTP · read-only · 6 tools |
| Auth | none (free tier: 5 results per call) |
| Website | https://boim.io · connect guide https://boim.io/connect/ |
| Official MCP Registry | io.boim/vendors |
| Kakao PlayMCP (Korea) | playmcp.kakao.com/mcp/100977376577565838 — add BOIM to your PlayMCP toolbox, then connect ChatGPT · Claude · OpenClaw once with https://playmcp.kakao.com/mcp (Kakao account) |
| Search URL (no MCP needed) | https://boim.io/search/?q= &format=json |
This repository contains documentation and client configuration examples only. The server is hosted at boim.io.
| Tool | What it does | Example question |
|---|---|---|
find_businesses | All industries nationwide (2.7M+ businesses, 247 sub-categories) by province / city·district (시·도·시군구, optional 행정동) and industry or name. Name, industry and district only (no street address or phone). When the industry is a market word (전통시장 · 오일장 · 장날 · "traditional market"), the answer also carries markets — public traditional markets in that area with market days, stores, parking and toilets. | "세종 보람동 미용실 찾아 줘" (hair salons in Boram-dong, Sejong) · "세종 장날 언제야?" |
search_vendors | Vendor cards built from Public Procurement Service (조달청) data — every item category, last 12 months of public-procurement records — plus information registered by the businesses themselves. Filter by item, category group, region, name or certification. | "세종시에서 안내판 납품 실적이 있는 업체 알려 줘" |
get_vendor | Full vendor card: records and amounts by item, main buyer agencies and regions, contract types, unit-price range, certifications, sources, update date and data limits. | "그 업체의 품명별 실적과 주요 납품 기관 보여 줘" |
find_public_bids | Open public bids in all fields from KONEPS (나라장터), Defense e-Procurement (국방전자조달), LH, K-water (한국수자원공사) and Nuri-jangteo (누리장터), refreshed twice a day, closest deadline first, with source links. | "경기도 교통안전시설 입찰 공고 중 마감이 가까운 것 알려 줘" |
find_local_shops | Neighborhood sign, advertising, print and copy shops by city·district·dong. | "대전 유성구에 인쇄물 맡길 가게 있어?" |
list_categories | Procurement category groups and item names with vendor counts. | "보임에서 찾을 수 있는 품명 목록 알려 줘" |
Ordering is not a ranking. Results are sorted by relevance (region evidence) → AI-readiness band (how complete the business's own information is) → a daily shuffle within each band. No paid placement; the operator's own listing gets no boost.
Free vs. full. Without a key each tool returns up to 5 results, plus not_shown (how many more) and more (a public web list anyone can open). Full results are available with a BOIM API key (Authorization: Bearer … or ?key=) — contact public-id@naver.com.
Evidence and citation. Vendor results carry checks (what was verified, by which public source, on which date — e.g. National Tax Service business status, Public Procurement Service deliveries) and cite (a ready-made source line with the card URL). get_vendor also returns similar — up to 5 businesses with the same main item (not a ranking). Tool names and inputs do not change; new response fields are only added. Full spec: openapi.json · limits and errors: https://boim.io/connect/ · changes: changelog.md.
Agent skill. Teach a coding agent (Claude Code, Cursor, Codex…) when and how to use BOIM:
npx skills add kikiyop1101/boim-mcp
The skill lives in skills/boim/SKILL.md.
Customize → Connectors → + Add → Add custom connector → name BOIM, URL https://boim.io/api/mcp, no authentication. Turn it on from the tools menu in a chat.
claude mcp add --transport http boim https://boim.io/api/mcp
This repository is also a Claude Code plugin marketplace. Add it once, then install the boim plugin:
claude plugin marketplace add kikiyop1101/boim-mcp
claude plugin install boim@boim-mcp
Inside a session: `/plugin marketplace add kikiyop1101/boim-mcp`, then `/plugin install boim@boim-mcp`.
The plugin (.claude-plugin/plugin.json + .mcp.json) adds two things: the remote MCP server https://boim.io/api/mcp (read-only, no authentication) and the boim skill. It has no hooks, commands or local code. Your search words go only to boim.io, and the plugin keeps no data of its own.
Settings → Security and login → turn on Developer mode → create an app/connector with the URL https://boim.io/api/mcp, authentication None. Pick it in a new chat.
Open BOIM on PlayMCP, sign in with a Kakao account and add BOIM to your toolbox (도구함). Then connect your AI app once to the PlayMCP toolbox URL https://playmcp.kakao.com/mcp (ChatGPT developer mode, Claude custom connector; OpenClaw uses PlayMCP's own connection guide) — if the toolbox screen shows a different URL, use that one. All tools in your toolbox, BOIM included, work through that one connection; BOIM answers are the same as from https://boim.io/api/mcp.
Deeplink (format from Cursor's MCP install-link docs — config is base64 of the JSON config): cursor://anysphere.cursor-deeplink/mcp/install?name=boim&config=eyJ1cmwiOiJodHRwczovL2JvaW0uaW8vYXBpL21jcCJ9
Or add to ~/.cursor/mcp.json (this repository's mcp.json and .cursor-plugin/plugin.json hold the same config):
{
"mcpServers": { "boim": { "url": "https://boim.io/api/mcp" } } }
One-click: open this link in a browser (VS Code's vscode:mcp/install URL handler, per the VS Code MCP developer guide): vscode:mcp/install?%7B%22name%22%3A%22boim%22%2C%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fboim.io%2Fapi%2Fmcp%22%7D
Or from a terminal:
code --add-mcp "{\"name\":\"boim\",\"type\":\"http\",\"url\":\"https://boim.io/api/mcp\"}"
or .vscode/mcp.json:
{
"servers": { "boim": { "type": "http", "url": "https://boim.io/api/mcp" } } }
agy plugin install https://github.com/kikiyop1101/boim-mcp
The plugin (plugin.json + mcp_config.json) adds the remote server and the boim skill. Or add the server to ~/.gemini/config/mcp_config.json yourself:
{
"mcpServers": { "boim": { "serverUrl": "https://boim.io/api/mcp" } } }
BOIM is a plain remote MCP server (Streamable HTTP, no auth), so most apps only need the URL https://boim.io/api/mcp. Menu names below are as of 2026-10 — check each app's help if they move.
https://boim.io/api/mcp, a name and a server identifier (e.g. boim). Dify imports the 6 tools for your apps and workflows.https://boim.io/api/mcp, server transport HTTP Streamable (BOIM does not serve the legacy SSE transport), authentication None.https://boim.io/api/mcp, authentication None.https://boim.io/api/mcp, no authentication.https://boim.io/api/mcp, no authentication. Some plans or workspace admins limit custom connectors.pip install "langchain[mcp]", then: from langchain.mcp import MCPAdapter
async with MCPAdapter("https://boim.io/api/mcp") as adapter: tools = await adapter.list_tools()
With the older `langchain-mcp-adapters`: `MultiServerMCPClient({"boim": {"transport": "streamable_http", "url": "https://boim.io/api/mcp"}})`.
{
"mcpServers": { "boim": { "command": "npx", "args": ["-y", "mcp-remote", "https://boim.io/api/mcp"] } } }
Any agent that can fetch a URL can search: https://boim.io/search/?q=세종 미용실&format=json (also &format=md, or Accept: text/markdown). Site summary for LLMs: https://boim.io/llms.txt
BOIM answers the common search-API request shapes, so many agent tools can point a search setting at BOIM without code changes. Answers come from BOIM data only (Korean businesses, vendor cards with public procurement records, live public bid notices, traditional markets) — no general web results. Any API key string works; BOIM neither uses nor stores the keys or auth headers you send.
Most of these settings *replace* an app's one web-search slot. To keep general web search and add Korean business lookup next to it, use the MCP server above, or a second slot where the app has one (marked side by side). n8n: use the MCP Client Tool node — its SearXNG tool node has a fixed tool name, so a second SearXNG node for BOIM cannot sit next to a web one.
| Tool / SDK | Setting | Value | Checked |
|---|---|---|---|
tavily-python | TavilyClient(api_key="any", api_base_url=…) | https://boim.io/api/v1 | ✅ 2026-10-14 (search · extract) |
exa-py | Exa(api_key="any", base_url=…) | https://boim.io/api/v1 | ✅ 2026-10-14 (search) |
parallel-web | PARALLEL_BASE_URL or Parallel(api_key="any", base_url=…) | https://boim.io | ✅ 2026-11-01 (search) |
perplexityai | PERPLEXITY_BASE_URL or Perplexity(api_key="any", base_url=…) | https://boim.io | ✅ 2026-11-01 (search) |
firecrawl-py | Firecrawl(api_key="any", api_url=…) | https://boim.io | ✅ 2026-10-14 (search · scrape) |
a2a-sdk (A2A 1.0) | create_client("https://boim.io") | Agent Card https://boim.io/.well-known/agent-card.json | ✅ 2026-10-14 (SendMessage) |
| Hermes Agent | TAVILY_BASE_URL or SEARXNG_URL | https://boim.io/api/v1 | ✅ 2026-10-14 (our own bots) |
| OpenClaw (SearXNG plugin) | baseUrl / SEARXNG_BASE_URL | https://boim.io/api/v1 | metasearch JSON shape |
| Open WebUI | SEARXNG_QUERY_URL · TAVILY_API_BASE_URL (environment variable only) · FIRECRAWL_API_BASE_URL · PERPLEXITY_SEARCH_API_URL | https://boim.io/api/v1/search?q= · https://boim.io/api/v1 · https://boim.io · https://boim.io/search | request shape |
| Open WebUI — External search · External web loader | EXTERNAL_WEB_SEARCH_URL · EXTERNAL_WEB_LOADER_URL | https://boim.io/api/v1/search?format=list · https://boim.io/api/v1/extract?format=list | request shape (bare JSON array) |
| GPT Researcher | side by side RETRIEVER=tavily,searx + SEARX_URL=… · or RETRIEVER=custom + RETRIEVER_ENDPOINT=… + RETRIEVER_ARG_FORMAT=list | https://boim.io/api/v1 · https://boim.io/api/v1/search | request shape |
| Dify (marketplace plugins) |
Only the beginning is shown; read the rest in the repo