web-search-plus-mcp
The web-search-plus-mcp server enables AI assistants to perform intelligent web searches across multiple providers.
web_searchtool: Perform web searches with a requiredqueryparameter, optional provider override, and configurable result count (default: 5)Intelligent auto-routing: Analyzes query intent to automatically select the best provider — e.g., facts/news → Serper, research/explanations → Tavily, semantic discovery → Exa
7 supported providers: Serper (Google), Tavily, Querit, Exa, Perplexity, You.com, and SearXNG
Force a specific provider: Override auto-routing by specifying
auto,serper,tavily, orexaGraceful fallback: If a provider's API key is missing, the server falls back to available providers
Privacy option: SearXNG support for self-hosted, privacy-first searching at zero cost
MCP-native: Compatible with Claude Desktop, NanoBot, and any MCP-compatible host
Easy deployment: Zero-install via
uvxor standard pip installation; API keys configured via environment variables or.envfile
Integrated via Serper to provide search results for facts, news, shopping, and local businesses.
Integrated to provide AI-synthesized answers with citations as one of the search provider options.
Integrated as a privacy-first, self-hosted search provider for retrieving web search results.
🔍 web-search-plus-mcp
Give your AI app better web search and clean page reading. web-search-plus-mcp works with Claude Desktop, Cursor, NanoBot, Hermes, and other MCP apps. It searches across the services you choose, returns the original sources, and can try another service when one fails.
web-search-plus-mcp 3.6.0 adds portable Agent Plugins 1.0 packaging while keeping the stable MCP tools and the Web Search Plus v3.5.0 engine surface.
🚀 Quick Start
# Run it without installing anything
uvx web-search-plus-mcp
# Or install it normally
pip install web-search-plus-mcp
web-search-plus-mcpAdd at least one search provider. You can start with one and add more later.
Related MCP server: OneSearch MCP Server
✨ What it does
15 search providers — use one service or let Web Search Plus choose
9 page-reading providers — turn web pages into clean text
Automatic fallback — try another provider when the first one fails
Real sources — keep the links and text the result came from
Research mode — search several providers for broader questions
Optional details — see which provider ran and how the result was found
Simple setup tools — check your config and create a starter setup
Optional local search — connect a separately installed Hound service
Version 3.6.0 adds root-level Agent Plugins 1.0 manifests with an exact PyPI-pinned uvx launcher. The MCP SDK-v2 migration and optional Hound bridge remain documented in the 3.5.0 release notes; see the 3.6.0 release notes for the portable client setup.
🧭 Easier onboarding
Check configured providers:
web-search-plus-mcp statusList providers or presets:
web-search-plus-mcp list providers
web-search-plus-mcp list presetsWrite a starter .env template and print a canonical MCP stdio snippet:
web-search-plus-mcp setup --preset starterThe recommended starter preset is You.com + Serper + Linkup. It gives a practical source-only baseline for fast current search, Google-style discovery, and extraction workflows without wiring every provider on day one.
🧩 Agent Plugins package
This repository also contains a portable Agent Plugins 1.0 package for clients that support the standard. The root plugin.json describes the plugin and mcp.json connects the MCP server through the published PyPI package.
The portable configuration uses uvx with an exact web-search-plus-mcp version pin. Install uv first, then load this repository as an Agent Plugin in a compatible client such as VS Code, Cursor, GitHub Copilot, ChatGPT/Codex, or Kiro. Provider credentials are deliberately not stored in the plugin manifest; provide the required environment variables through the client or process environment.
The Agent Plugins format defines packaging and loading, not a central marketplace. Client-specific discovery and distribution remain outside the portable package contract.
status returns a non-zero exit code when no search provider is configured, which makes it usable as a config check in scripts.
Persistent routing preferences live in config.json rather than .env:
web-search-plus-mcp config show
web-search-plus-mcp config set-default you # strict fixed-provider mode
web-search-plus-mcp config set-routing on # restore auto-routing
web-search-plus-mcp config set-priority you,serper,exa,firecrawl,tavily,linkup,parallel,brave,keenable
web-search-plus-mcp config set-extract-priority serper,tavily,exa,linkup,parallel,firecrawl,you,keenable
web-search-plus-mcp config set-fallback serper
web-search-plus-mcp config disable parallel
web-search-plus-mcp config enable parallel
web-search-plus-mcp config set-auto-allow parallel on
web-search-plus-mcp config set-threshold 0.45
web-search-plus-mcp config reset --yesUse --config-path /path/to/config.json or WEB_SEARCH_PLUS_CONFIG=/path/to/config.json for isolated MCP host installs. Provider secrets stay in environment variables; routing behavior stays in config.json. Search and extraction priorities are independent. If an extraction priority lists only selected providers, the remaining extract-capable providers are appended in the public registry order.
Other presets:
minimal— You.com onlylean— You.com + Linkupstarter— You.com + Serper + Linkupall— every supported provider env var
⚙️ MCP host config
Canonical stdio snippet for Claude Desktop, Cursor, NanoBot, or Hermes native MCP:
{
"mcpServers": {
"web-search-plus": {
"command": "uvx",
"args": ["web-search-plus-mcp"],
"env": {
"YOU_API_KEY": "your_you_key",
"SERPER_API_KEY": "your_serper_key",
"LINKUP_API_KEY": "your_linkup_key"
}
}
}
}Common places to paste this snippet:
Claude Desktop macOS:
~/Library/Application Support/Claude/claude_desktop_config.jsonClaude Desktop Windows:
%APPDATA%\\Claude\\claude_desktop_config.jsonClaude Desktop Linux:
~/.config/Claude/claude_desktop_config.jsonCursor: project/user MCP config using the same
mcpServersshapeHermes native MCP:
~/.hermes/config.yamlundermcp_serverswith equivalent command/env fields
You can also place a .env file next to the package/project with the same variables.
🔌 MCP protocol compatibility
The server uses MCP Python SDK v2 and keeps the stdio boundary dual-era compatible:
modern clients negotiate the stateless MCP
2026-07-28protocol throughserver/discoverlegacy handshake clients continue to negotiate MCP
2025-11-25
The package exposes stdio only; the specification's Streamable HTTP session removal, subscriptions, OAuth changes, tasks, and multi-round-trip requests do not alter the two-tool Web Search Plus surface. Both protocol paths are covered by real subprocess tests.
🔎 Search Providers
You.com — fast source-result provider for current and multilingual search
Serper — Google-style facts, news, shopping, local queries
Exa — semantic discovery, GitHub/docs, arXiv/academic, and OSS discovery
Firecrawl — web search plus scrape-ready content
Parallel — explicit-only LLM-ready web search with long excerpts (
PARALLEL_API_KEY,auto_allow=false)Tavily — research and analysis
Linkup — source-backed grounding/citations
Brave — explicit-only independent web index by default (
BRAVE_API_KEY,auto_allow=false)SearXNG — privacy-first self-hosted meta-search
SerpBase — explicit-only Google SERP API (
SERPBASE_API_KEY,auto_allow=false)Querit — explicit-only multilingual, real-time AI search (
QUERIT_API_KEY,auto_allow=false)Keenable — independent web index with search and extraction (
KEENABLE_API_KEY, or opt-in keyless public tier; off by default)Hound — explicit-only local keyless metasearch through a separately installed loopback MCP sidecar (
HOUND_MCP_URL)Octen via Monid — explicit-only source-result web search with native recency and domain filters (
MONID_API_KEY,auto_allow=false)TinyFish — explicit-only BYOK source-result search (
TINYFISH_API_KEY,auto_allow=false)
Octen source search via Monid
The adapter executes Octen's /search endpoint through Monid's documented HTTP API for ranked links and highlights. It explicitly disables full-content retrieval and does not call Octen's answer or Broad Search APIs. Configure MONID_API_KEY from Monid, then select provider="octen"; automatic routing remains unchanged unless you deliberately enable auto_allow. Access and billing use Monid's prepaid wallet; see Monid for current pricing and terms.
TinyFish source search
Configure your own TINYFISH_API_KEY and select provider="tinyfish"; TinyFish remains outside automatic routing and fallback. Web Search Plus MCP does not provide, pool, proxy, or share TinyFish credentials. Review the TinyFish Search API reference and TinyFish Terms before use: the published Terms grant broad rights over Customer Data, including queries, for analysis, training, fine-tuning, evaluation, and model improvement. This integration therefore treats TinyFish as high risk and makes no no-training claim.
📄 Extract Providers
Tavily — public default first choice; fastest reliable extraction in the v2.1 benchmark
Exa — fast contents API, strong for docs/academic pages
Linkup — clean markdown and source-grounded fetches
Parallel — docs-focused fallback with full-content defaults of 60k characters per result / 120k total
Firecrawl — robust scrape fallback, useful for JS-heavy/blocked pages
You.com — LLM-ready snippets/content where available
Keenable — keyed or explicitly opted-in public extraction
Serper — fast webpage scraper extraction
Hound — explicit-only local fetch, browser rendering, PDF, and OCR fallback through MCP
auto_routing.extract_provider_priority can override the auto-extraction order without changing search routing. Explicit provider calls still try the requested provider first.
Keenable keyless public access
Keenable exposes authenticated endpoints via KEENABLE_API_KEY. It also has keyless /public endpoints, but those are opt-in and disabled by default. Without a key, Keenable is treated as unconfigured unless you explicitly enable public egress:
{ "keenable": { "allow_public": true } }or set:
KEENABLE_ALLOW_PUBLIC=1Use an API key for private or production use. The public endpoint sends queries and fetched URLs to a shared unauthenticated service and remains near the tail of the public default fallback order unless the operator configures a different extraction priority.
Hound local keyless sidecar
Hound / Master Fetch is an
independent MIT-licensed project created and maintained by
Bishesh Bhandari (dondai1234). It is not
bundled with this package. Web Search Plus connects to a separately installed
Hound service through an uncredentialed loopback-only MCP endpoint.
Hound avoids commercial search API credentials, but uses local resources and
public network egress; engines may throttle or change behavior, browser-backed
fetches can be slow, and no SLA is implied. Hound therefore remains
explicit-only unless the operator enables auto_allow.
See the Hound setup and security guide for installation, configuration, trade-offs, and tested versions.
Private/internal extraction target guard
web_extract blocks user-supplied target URLs that point at private or internal networks before any provider is called. This covers loopback, RFC1918, CGNAT/shared-address ranges, IPv6 local/mapped-private ranges, multicast, cloud metadata hosts, and hostnames resolving to private/internal IPs.
Operator-configured provider endpoints are separate: local Firecrawl-compatible backends can still run on 127.0.0.1 through provider config. If you intentionally need to extract trusted intranet URLs, opt in explicitly:
{ "extract": { "allow_private_urls": true } }Leave this off for public/agent-controlled URL extraction.
GroktoCrawl / local Firecrawl-compatible backends
The Firecrawl provider can target a local Firecrawl-v2-compatible backend by overriding its search and scrape URLs in config.json. For example, a local GroktoCrawl instance listening on 127.0.0.1:8080 can be used without adding a separate provider:
{
"firecrawl": {
"api_url": "http://127.0.0.1:8080/v2/search",
"scrape_url": "http://127.0.0.1:8080/v2/scrape"
}
}Keep FIRECRAWL_API_KEY configured if your backend enforces bearer authentication; local development instances may ignore the header. This does not make GroktoCrawl the default and does not claim coverage for every Firecrawl endpoint.
🛠 MCP Tool Reference
This MCP server exposes exactly two stable, source-only tools: web_search and web_extract. Use web_search for source discovery and let the MCP host synthesize from those sources when needed; the server itself does not generate answers or truth claims.
The Hermes plugin exposes the same stable capability as web_search_plus and web_extract_plus; the names differ because MCP and Hermes use different tool surfaces.
web_search
Use for source discovery, current events, prices, weather, sports lineups, schedules, and whenever you want the raw search landscape first.
Parameters:
query— required search queryprovider—auto,serper,serpbase,brave,tavily,querit,linkup,exa,firecrawl,parallel,you,searxng,keenable,hound,octen,tinyfishcount— results to return, default5, max20depth— Exa depth:normal,deep,deep-reasoningtime_range—hour,day,week,month,yearfreshness— unifiedday,week,month, oryearrecency requestsearch_type—searchor Serper-nativenewscountry/language— explicit locale overridesinclude_domains/exclude_domains— domain allow/deny listsmode—normalorresearchquality_report— include routing/result diagnosticsresearch_time_budget— best-effort wall-clock budget for research mode
Example MCP arguments:
{
"query": "latest AI hardware news",
"provider": "auto",
"count": 5,
"quality_report": true
}web_extract
Parameters:
urls— required list of URLsprovider—auto,tavily,exa,linkup,parallel,firecrawl,you,keenable,serper,houndformat—markdownorhtmlinclude_images— include image metadata when supportedinclude_raw_html— include raw HTML when supportedrender_js— render JavaScript before extraction when supportedspans— select deterministic semantic spans from extracted textspans_query— optional query used to rank semantic spans
Example MCP arguments:
{
"urls": ["https://example.com"],
"provider": "auto",
"format": "markdown"
}🧠 Classic Routing v2 examples
東京 AI ニュース 今日→ You.com multilingual/current searcharXiv 2024 LLM scaling laws→ Exa academic discoveryCVE-2025 openssl advisory→ Serper security/current searchbest bookshelf speakers under 1000 EUR Austria→ Serper/Firecrawl shopping/local searchopen source alternatives to Linear→ Exa/Firecrawl OSS discoveryrecent RAG vs fine-tuning benchmark sources→ source-result discovery; the MCP host may synthesize from returned sources
Guarded providers can still be called explicitly. To let one participate in provider="auto", opt in:
web-search-plus-mcp config set-auto-allow parallel on
web-search-plus-mcp config set-auto-allow parallel off
web-search-plus-mcp config set-auto-allow hound on
web-search-plus-mcp config set-auto-allow hound offDevelopment
See CONTRIBUTING.md for project boundaries, portable-engine sync rules, provider requirements, security constraints, and pull-request expectations.
Run the same gates as CI:
python -m pip install --upgrade pip build
python -m pip install -e ".[test]"
python -m pytest tests/ -q -p no:cacheprovider
ruff check --config pyproject.toml .
python -m compileall -q web_search_plus_mcp tests
python scripts/gen_contract_v3_schemas.py --check
python -m buildThe GitHub Actions workflow runs the test suite on Python 3.10, 3.11, and 3.12, then verifies Ruff, byte-compilation, wheel creation, source-distribution creation, and wheel/sdist parity.
Credits
Built on the Web Search Plus routing engine and packaged as a standalone MCP server.
License
MIT © 2026 robbyczgw-cla
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