keyless-web-search-mcp
Provides web search through Baidu as one of the keyless search engines, including parsing of organic results and relevance ranking merged with other engines.
Provides web search through DuckDuckGo as a keyless search engine, used as a last-resort engine where network access permits.
Provides web search through Google as a keyless search engine, parsing and unwrapping Google result links when the engine is reachable and returns organic results.
Provides web search through Naver as a keyless search engine, including parsing of direct result URLs and relevance-ranked merging with other engines.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@keyless-web-search-mcpSearch the web for MCP server tutorials"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
keyless-web-search-mcp
Standalone MCP stdio server: two keyless tools — web_search over a self-operated engine pool (Bing, 360, Baidu, Google, Naver, Yandex, DuckDuckGo) and web_fetch (anonymous HTTP(S) page reader). Each search keeps at most two usable engines, routes default priorities by query language, back-fills failed or irrelevant engines within a bounded attempt budget, relevance-ranks results, merges them, and dedupes by canonical URL. Self-contained directory, zero build step, not part of the harness package system — move it anywhere.
Why this exists
The harness's built-in web_search (DeepSeek provider) needs DEEPSEEK_API_KEY and sends every query to the DeepSeek cloud. This server is the local-model-friendly alternative: no keys, no vendor search API, works on mainland-China and HK networks (Bing/360/Baidu from mainland lines, Bing/360/Naver/Yandex from the tested HK line; DuckDuckGo is not reachable from any of them).
web_fetch exists for the same reason on the read side: the web profile mounts a search provider but no fetch provider, so the built-in web_fetch tool (even when a preset enables it) fails every call with WEB_PROVIDER_UNAVAILABLE. This tool reads full page content through the same keyless server instead.
Related MCP server: Heventure Search MCP
Run
npm install --cache ./.npm-cache # deps: @modelcontextprotocol/sdk, zod
node index.js # speaks MCP over stdio
npm test # run deterministic ranking/fallback testsQuick probe without a client:
printf '%s\n' \
'{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-06-18","capabilities":{},"clientInfo":{"name":"probe","version":"0.0.1"}}}' \
'{"jsonrpc":"2.0","method":"notifications/initialized"}' \
'{"jsonrpc":"2.0","id":2,"method":"tools/list"}' \
| node index.jsInstall in Claude Code
Install it for the current user so every Claude Code project can use it. Resolve both paths when registering the server; this avoids depending on the shell's working directory or PATH later:
claude mcp add --transport stdio --scope user web-search-self -- "$(command -v node)" "/absolute/path/to/keyless-web-search-mcp/index.js"
claude mcp get web-search-selfUse --scope local instead to keep it private to the current project, or --scope project to write a shareable .mcp.json. Claude Code stores user/local registrations in ~/.claude.json; MCP server definitions do not belong in settings.json.
After registration, claude mcp list should report web-search-self as connected. The tools appear as mcp__web-search-self__web_search and mcp__web-search-self__web_fetch.
Tools
web_search
web_search({ query, count?, maxSources?, engines? })
Param | Default | Meaning |
| — | Search query, any language |
|
| Max merged results (1–20) |
|
| Max usable engines per search (hard cap 2; fallback attempts are bounded) |
| query-language dependent | Optional explicit pool in priority order; when omitted, Chinese/Korean/Japanese/Russian queries use region-appropriate priorities |
Two-source policy. The pool is routed by query language when engines is omitted: Chinese starts with 360/Baidu/Bing; English starts with Bing/Google/Naver/360 so the four-attempt budget retains working fallbacks on the tested mainland/HK networks. An explicit engines list remains authoritative. Candidates run in bounded parallel rounds; an engine consumes a source slot only after it returns parseable results that pass conservative lexical relevance filtering. Failed, challenged, empty, or irrelevant engines are back-filled up to the attempt and collector budgets, and diagnostics are shown in an "Engine note" line. Results are ranked by query overlap with a small source-quality adjustment: obvious repost/content-farm signals are penalized, while official/docs/education/GitHub signals are favored without hard-blocking ordinary sites. Merging remains round-robin interleaved (engine A's 1st, engine B's 1st, A's 2nd, …), and canonical URL dedupe removes fragments, common tracking parameters, and safe www. differences.
Result: numbered list of title [engine] / real destination URL / snippet. Link cleanup per engine: Bing click-tracker links decode locally (base64 u parameter); 360 reads the data-mdurl attribute; Baidu reads the block's mu attribute (direct URL, with one best-effort redirect GET only for legacy link?url= wrappers); Naver and Yandex titles carry the direct URL in the anchor; Google /url?q= wrappers unwrap; DuckDuckGo /l/?uddg= trackers unwrap. Per-engine probe budgets: 10 s (Bing, Baidu), 8 s (360, Naver, Yandex), 5 s (Google, DuckDuckGo) — all run in parallel, so the round is only as slow as its slowest member.
web_fetch
web_fetch({ url, maxChars? })
Param | Default | Meaning |
| — | Absolute |
|
| Max content characters returned (1000–100000) |
Anonymous public-web read, no credentials: browser User-Agent, at most five redirects, 20 s wall clock covering headers and body, response body cut at exactly 5 MB. Every initial and redirect target is checked after DNS resolution; loopback, private, link-local, carrier-grade NAT, reserved, multicast, and local hostnames are rejected to prevent SSRF into the machine or cloud metadata services. HTML is stripped to visible text (script/style/noscript/svg/head/iframe/canvas/form dropped, block boundaries become newlines, the <title> is carried in the header); textual, JSON, and XML media types pass through entity-decoded using their declared charset, while binary media types are rejected. Output is a status header — status, final url (after redirects), content-type, truncation — followed by the content. Non-2xx answers return the body head plus a note (403/429 read as bot-check or paywall), never a fabricated page.
Engines and their status
Verified 2026-07 from three lines (an earlier mainland line, a Shanghai Telecom line, and a Hong Kong Zenlayer datacenter line):
Engine | Endpoint | Status from these networks |
|
| ✅ ~10 organic blocks on both lines. Depending on the line, |
|
| ✅ clean 200; organic blocks carry the real URL in |
|
| Reachable (200) but this client/IP is not trusted for plain-HTML SERPs: the body is a no-JS |
|
| ✅ on the Shanghai and HK lines: the risk control gates script-shaped requests (UA-only 302s to the |
|
| ✅ on the HK line (200, ~10 |
|
| ✅ on the HK line: same navigation-signature lesson as Baidu — script-shaped requests get the SmartCaptcha "not a robot" checkbox, but the full document-navigation header set plus the homepage's cookie session (yandexuid et al.) is served the plain HTML SERP (~50 |
|
| ❌ TCP-unreachable on all three tested lines (including HK); last-resort engine for networks where it works |
Deliberately not in the pool: Sogou — 302s to sogou.com/antispider/, the same IP-wall class Baidu covers. Also scanned and rejected from the HK line: Mojeek (serves a captcha page), Ecosia (403 "Ecosia Firewall"), MetaGer (redirects to a non-result page), and Yahoo/Brave/Qwant/Startpage/goo.ne.jp (TCP-unreachable from both mainland and HK lines).
Google wall: what was tried
The 200 response from this IP is not a block but a JS challenge interstitial (~90 KB of obfuscated/encrypted JavaScript; the no-JS path is a meta-refresh into a dead end). The wall turns out to be two layers:
JS challenge (computational) — decoded, it computes a proof value and sets an
SG_SScookie (5-minute expiry), then reloads. This layer is solvable outside a browser: running the page's scripts in plain Node.js with a light DOM shim (cookie jar,navigator,Image,document) completed the computation, and the resultingSG_SScookie was accepted once — Google answered 200 and issued theNID/AECtrust cookies it otherwise never sends to this IP.Session-pattern layer (behavioral) — subsequent plain-HTTP follow-ups, including an exact replica of the script's own reload flow (
emsg=SG_REL+ matchingsei, jar-merged cookies, browser headers), escalate to thegoogle.com/sorry429 anomaly wall. This layer judges the whole session (TLS/HTTP2 fingerprint, request pacing, method mix), which Node's OpenSSL/undici stack does not match.
Client-side levers that were tested and did not change layer 1's answer: the gbv=1 parameter, cookie warm-up, full browser fingerprint headers, the retry/enablejs flow, the /m entry, text-browser/feature-phone/IE6/old-Android UAs, a spoofed Googlebot UA (Google validates it), CONSENT cookies, POST submission (405), alternate TLDs, and the "click here" emsg=SG_REL link without the cookie. Google-proxy alternatives were also unreachable or walled from this network: Startpage and Qwant time out, Mojeek serves a captcha page, Ecosia 403s.
Conclusion: layer 1 is Node-solvable (demonstrated); layer 2 is not, from a non-browser network stack. The only reliable paths to Google from this machine are a clean-IP proxy or a real browser context (headless Chromium); both sit in the same IP/traffic-pattern layer that a scraper cannot honestly out-argue, and repeated probing risks extending the IP's anomaly window — so this server does not attempt them. Google stays a back-fill engine that activates on networks where it will serve a plain-HTML SERP.
Mount into DeepSeek Harness
Add to your cordis.yml (the MCP bridge hot-reloads this entry):
- id: mcp-search
name: '@deepseek-ai/dsh-mcp-client'
config:
serverName: search
transport: stdio
command: node
args: ['/absolute/path/to/keyless-web-search-mcp/index.js']The model then sees the tools as mcp__search__web_search and mcp__search__web_fetch.
Limitations
Search quality is heuristic: lexical relevance handles obvious off-topic results and Chinese n-grams; internal search-engine pages are excluded; content-farm/repost signals only adjust ordering, not a universal trust judgment. A relevant result is not proof that its claims are correct — fetch and cross-check important facts.
Scraping, not an API: layout changes can break a parser; the failure is loud ("no parseable organic results"), never fabricated. The Google and DuckDuckGo parsers are written from documented SERP structure and are not live-verifiable from this network — tune them the first time their engines actually answer.
Rate control: both public engines tolerate casual use; hammering draws bot challenges.
Query leaves the machine for the consulted engines (that is the price of keyless search); with the two-source cap, at most two of them see a query per search.
Fetch is a keyless public-page reader, not a browser or intranet client: JS-rendered content is invisible to it (same class of limit as the search parsers); pages that 403/429 anonymous clients are reported, not bypassed. Local/private/reserved network targets are deliberately blocked, including redirect destinations.
Maintenance
Resources
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Tools
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