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web-search-plus-mcp

🔍 web-search-plus-mcp

PyPI version Python 3.10+ MCP CI License: MIT Glama

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 4.1.1 keeps DonSeTch 3.6.1 search results and page extraction, and forwards Exa highlights, Parallel result limits/domain filters, and Tavily recency. Existing MCP tools and setup stay the same. The matching Hermes plugin adds an optional native backend; this MCP package does not need or include that adapter. See the 4.1.1 release notes.

🚀 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-mcp

Add 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 DonSeTch executable through the WSP provider adapter

Version 4.0.3 tests DonSeTch 3.2.1. Version 4.0.2 adds Parallel Search modes (default fast). Version 4.0.1 hardens DonSeTch process reuse and diagnostics. Version 4.0.0 removed the optional Hound provider and added the separately installed DonSeTch 2.1.0 stdio adapter. See the 4.0.0 release notes and DonSeTch guide for migration, licensing, and runtime boundaries.

🧭 Easier onboarding

Check configured providers:

web-search-plus-mcp status

List providers or presets:

web-search-plus-mcp list providers
web-search-plus-mcp list presets

Write a starter .env template and print a canonical MCP stdio snippet:

web-search-plus-mcp setup --preset starter

The 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 --yes

Use --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 only

  • lean — You.com + Linkup

  • starter — You.com + Serper + Linkup

  • all — every supported provider env var

🤖 Grok Build plugin

This repository is also a Grok Build plugin. Grok reads .mcp.json (the same pinned uvx server as above), skills/web-search-plus/SKILL.md (when and how to use web_search and web_extract), and .grok-plugin/plugin.json (metadata).

Install directly from the repository:

grok plugin install robbyczgw-cla/web-search-plus-mcp

Or pick web-search-plus from the marketplace (/plugin inside Grok Build). uv must be installed; provider keys come from your environment, the plugin ships none. Check with grok mcp doctor.

⚙️ 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.json

  • Claude Desktop Windows: %APPDATA%\\Claude\\claude_desktop_config.json

  • Claude Desktop Linux: ~/.config/Claude/claude_desktop_config.json

  • Cursor: project/user MCP config using the same mcpServers shape

  • Hermes native MCP: ~/.hermes/config.yaml under mcp_servers with 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 2026-07-28 protocol through server/discover

  • legacy 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 — LLM-ready web search with long excerpts; joins automatic routing when a key is configured (PARALLEL_API_KEY)

  • 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)

  • DonSeTch — explicit-only local Search/Fetch provider through a separately installed stdio executable (DONSETCH_BIN)

  • 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.

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

  • DonSeTch — explicit-only local Markdown fetch through a separately installed stdio executable

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=1

Use 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.

DonSeTch local provider

DonSeTch 3.6.1 is an independent AGPL-3.0-only project. It is not bundled with this package. Web Search Plus starts the separately installed executable as a stdio MCP process using DONSETCH_BIN and projects its web_search and web_fetch results into the normal source-only envelopes.

DonSeTch remains explicit-only unless the operator enables auto_allow. The adapter was tested for stdio initialization, Search, Fetch, and structured errors; browser-based retrieval depends on the host environment and is not guaranteed.

See the DonSeTch setup and security guide for installation, configuration, licensing, migration, and tested boundaries.

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.

Use for source discovery, current events, prices, weather, sports lineups, schedules, and whenever you want the raw search landscape first.

Parameters:

  • query — required search query

  • providerauto, serper, serpbase, brave, tavily, querit, linkup, exa, firecrawl, parallel, you, searxng, keenable, donsetch, octen, tinyfish

  • count — results to return, default 5, max 20

  • depth — Exa depth: normal, deep, deep-reasoning

  • time_rangehour, day, week, month, year

  • freshness — unified day, week, month, or year recency request

  • search_typesearch or Serper-native news

  • country / language — explicit locale overrides

  • include_domains / exclude_domains — domain allow/deny lists

  • modenormal or research

  • quality_report — include routing/result diagnostics

  • research_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 URLs

  • providerauto, tavily, exa, linkup, parallel, firecrawl, you, keenable, serper, donsetch

  • formatmarkdown or html

  • include_images — include image metadata when supported

  • include_raw_html — include raw HTML when supported

  • render_js — render JavaScript before extraction when supported

  • spans — select deterministic semantic spans from extracted text

  • spans_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 search

  • arXiv 2024 LLM scaling laws → Exa academic discovery

  • CVE-2025 openssl advisory → Serper security/current search

  • best bookshelf speakers under 1000 EUR Austria → Serper/Firecrawl shopping/local search

  • open source alternatives to Linear → Exa/Firecrawl OSS discovery

  • recent 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 donsetch on
web-search-plus-mcp config set-auto-allow donsetch off

Development

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 build

The 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

Thanks to LugMuad for the native Hermes integration proposal and testing in #125. That opt-in adapter ships in the Hermes plugin, not this MCP package.

Built on the Web Search Plus routing engine and packaged as a standalone MCP server.

License

MIT © 2026 robbyczgw-cla

Available Tools

2 tools
web_extractB

Source-only URL extraction through 9 Web Search Plus v3 providers. Responses preserve bounded-context limits, truncation warnings, evidence, and page-on-demand stored-content references.

ParametersJSON Schema
NameRequiredDescriptionDefault
urlsYesURLs to extract
spansNoSelect deterministic semantic spans from extracted text.
formatNomarkdown
providerNoauto
render_jsNo
spans_queryNoOptional query used to rank semantic spans.
include_imagesNo
include_raw_htmlNo

TDQS

B3.3/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the full burden of behavioral disclosure, and it does a solid job: it reveals that responses preserve bounded-context limits, include truncation warnings, retain evidence, and reference page-on-demand stored-content. These are genuinely useful behavioral traits an agent needs to anticipate before calling, going beyond a mere 'extracts pages' statement.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is tight at two sentences, front-loading the core purpose before the behavioral notes. No filler or redundant phrasing, though the second sentence is dense with jargon (bounded-context limits, page-on-demand stored-content) that could be simplified.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a tool with 8 parameters, no annotations, and no output schema, the description is too thin. It explains provider-source behavior but omits guidance on key options like rendering JavaScript, image/raw-HTML inclusion, or the semantic-span selection feature. An agent cannot infer how renders_js or include_raw_html affect output from this text.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is only 38% across 8 parameters, and eight parameters (spans, format, render_js, include_images, include_raw_html, spans_query, provider) receive no explanation in the description. The only link is the mention of '9 providers', which loosely maps to the provider enum, but the description does not compensate for the heavy schema gap.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb+resource pair ('source-only URL extraction' from URLs) and names the 9 providers behind it. 'Source-only' clearly implies the tool works from given URLs rather than search terms, which helps distinguish it from its only sibling web_search, though it never names that sibling explicitly.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

'Source-only URL extraction' implies the tool is for extracting content from URLs you already have, and by contrast web_search would be for discovering URLs via queries. However, the description never explicitly states 'use this when you have URLs' or 'use web_search when you need to find pages', leaving the routing decision to inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 2 tool updatesv4.0.2
    • Changedweb_extract1 field changed
      • changedInput schema / properties / provider / enum
        Previous value: -[
        -  "auto",
        -  "tavily",
        -  "exa",
        -  "linkup",
        -  "parallel",
        -  "firecrawl",
        -  "you",
        -  "keenable",
        -  "serper",
        -  "hound"
        -]New value: +[
        +  "auto",
        +  "tavily",
        +  "exa",
        +  "linkup",
        +  "parallel",
        +  "firecrawl",
        +  "you",
        +  "keenable",
        +  "serper",
        +  "donsetch"
        +]
    • Changedweb_search1 field changed
      • changedInput schema / properties / provider / enum
        Previous value: -[
        -  "auto",
        -  "serper",
        -  "serpbase",
        -  "brave",
        -  "tavily",
        -  "querit",
        -  "linkup",
        -  "exa",
        -  "firecrawl",
        -  "parallel",
        -  "you",
        -  "searxng",
        -  "keenable",
        -  "hound",
        -  "octen",
        -  "tinyfish"
        -]New value: +[
        +  "auto",
        +  "serper",
        +  "serpbase",
        +  "brave",
        +  "tavily",
        +  "querit",
        +  "linkup",
        +  "exa",
        +  "firecrawl",
        +  "parallel",
        +  "you",
        +  "searxng",
        +  "keenable",
        +  "donsetch",
        +  "octen",
        +  "tinyfish"
        +]
  2. 1 tool updatev3.6.0
    • Changedweb_search2 fields changed
      • changedInput schema / properties / provider / enum
        Previous value: -[
        -  "auto",
        -  "serper",
        -  "serpbase",
        -  "brave",
        -  "tavily",
        -  "querit",
        -  "linkup",
        -  "exa",
        -  "firecrawl",
        -  "parallel",
        -  "you",
        -  "searxng",
        -  "keenable",
        -  "hound",
        -  "octen"
        -]New value: +[
        +  "auto",
        +  "serper",
        +  "serpbase",
        +  "brave",
        +  "tavily",
        +  "querit",
        +  "linkup",
        +  "exa",
        +  "firecrawl",
        +  "parallel",
        +  "you",
        +  "searxng",
        +  "keenable",
        +  "hound",
        +  "octen",
        +  "tinyfish"
        +]
      • changedInput schema / properties / search_type / description
        Previous value: -"Search vertical. Serper serves news natively; other providers report unsupported metadata."New value: +"Search vertical. Serper and TinyFish serve news natively; other providers report unsupported metadata."
  3. 2 tool updatesv3.3.1
    • Changedweb_extract3 fields changed
      • changedInput schema / properties / provider / enum
        Previous value: -[
        -  "auto",
        -  "tavily",
        -  "exa",
        -  "linkup",
        -  "parallel",
        -  "firecrawl",
        -  "you",
        -  "keenable",
        -  "serper"
        -]New value: +[
        +  "auto",
        +  "tavily",
        +  "exa",
        +  "linkup",
        +  "parallel",
        +  "firecrawl",
        +  "you",
        +  "keenable",
        +  "serper",
        +  "hound"
        +]
      • addedInput schema / properties / spans
        Added value: +{
        +  "default": false,
        +  "description": "Select deterministic semantic spans from extracted text.",
        +  "type": "boolean"
        +}
      • addedInput schema / properties / spans_query
        Added value: +{
        +  "description": "Optional query used to rank semantic spans.",
        +  "type": "string"
        +}
    • Changedweb_search1 field changed
      • changedInput schema / properties / provider / enum
        Previous value: -[
        -  "auto",
        -  "serper",
        -  "serpbase",
        -  "brave",
        -  "tavily",
        -  "querit",
        -  "linkup",
        -  "exa",
        -  "firecrawl",
        -  "parallel",
        -  "you",
        -  "searxng",
        -  "keenable"
        -]New value: +[
        +  "auto",
        +  "serper",
        +  "serpbase",
        +  "brave",
        +  "tavily",
        +  "querit",
        +  "linkup",
        +  "exa",
        +  "firecrawl",
        +  "parallel",
        +  "you",
        +  "searxng",
        +  "keenable",
        +  "hound",
        +  "octen"
        +]
  4. 1 tool update
    • Changedweb_search2 fields changed
      • changedInput schema / properties / depth / description
        Previous value: -"Exa depth: normal, deep synthesis, or deep-reasoning."New value: +"Exa depth: normal, deep multi-source search, or deep-reasoning."
      • changedInput schema / properties / provider / enum
        Previous value: -[
        -  "auto",
        -  "serper",
        -  "serpbase",
        -  "brave",
        -  "tavily",
        -  "querit",
        -  "linkup",
        -  "exa",
        -  "firecrawl",
        -  "parallel",
        -  "perplexity",
        -  "kilo-perplexity",
        -  "you",
        -  "searxng",
        -  "keenable"
        -]New value: +[
        +  "auto",
        +  "serper",
        +  "serpbase",
        +  "brave",
        +  "tavily",
        +  "querit",
        +  "linkup",
        +  "exa",
        +  "firecrawl",
        +  "parallel",
        +  "you",
        +  "searxng",
        +  "keenable"
        +]
  5. 2 tool updatesv0.16.0
    • Changedweb_extract1 field changed
      • changedInput schema / properties / provider / enum
        Previous value: -[
        -  "auto",
        -  "tavily",
        -  "exa",
        -  "linkup",
        -  "parallel",
        -  "firecrawl",
        -  "you",
        -  "keenable"
        -]New value: +[
        +  "auto",
        +  "tavily",
        +  "exa",
        +  "linkup",
        +  "parallel",
        +  "firecrawl",
        +  "you",
        +  "keenable",
        +  "serper"
        +]
    • Changedweb_search4 fields changed
      • addedInput schema / properties / country
        Added value: +{
        +  "description": "ISO 3166-1 alpha-2 country override (e.g. at, fr).",
        +  "type": "string"
        +}
      • addedInput schema / properties / freshness
        Added value: +{
        +  "description": "Unified recency filter alias for providers that support freshness.",
        +  "enum": [
        +    "day",
        +    "week",
        +    "month",
        +    "year"
        +  ],
        +  "type": "string"
        +}
      • addedInput schema / properties / language
        Added value: +{
        +  "description": "ISO 639-1 language override (e.g. de), or auto via config defaults.",
        +  "type": "string"
        +}
      • addedInput schema / properties / search_type
        Added value: +{
        +  "default": "search",
        +  "description": "Search vertical. Serper serves news natively; other providers report unsupported metadata.",
        +  "enum": [
        +    "search",
        +    "news"
        +  ],
        +  "type": "string"
        +}
  6. 2 tool updatesv0.13.0
    • Changedweb_extract1 field changed
      • changedInput schema / properties / provider / enum
        Previous value: -[
        -  "auto",
        -  "tavily",
        -  "exa",
        -  "linkup",
        -  "parallel",
        -  "firecrawl",
        -  "you"
        -]New value: +[
        +  "auto",
        +  "tavily",
        +  "exa",
        +  "linkup",
        +  "parallel",
        +  "firecrawl",
        +  "you",
        +  "keenable"
        +]
    • Changedweb_search1 field changed
      • changedInput schema / properties / provider / enum
        Previous value: -[
        -  "auto",
        -  "serper",
        -  "serpbase",
        -  "brave",
        -  "tavily",
        -  "querit",
        -  "linkup",
        -  "exa",
        -  "firecrawl",
        -  "parallel",
        -  "perplexity",
        -  "kilo-perplexity",
        -  "you",
        -  "searxng"
        -]New value: +[
        +  "auto",
        +  "serper",
        +  "serpbase",
        +  "brave",
        +  "tavily",
        +  "querit",
        +  "linkup",
        +  "exa",
        +  "firecrawl",
        +  "parallel",
        +  "perplexity",
        +  "kilo-perplexity",
        +  "you",
        +  "searxng",
        +  "keenable"
        +]
  7. 1 tool updatev0.12.0
    • Changedweb_search1 field changed
      • changedInput schema / properties / provider / enum
        Previous value: -[
        -  "auto",
        -  "serper",
        -  "brave",
        -  "tavily",
        -  "exa",
        -  "linkup",
        -  "firecrawl",
        -  "parallel",
        -  "perplexity",
        -  "kilo-perplexity",
        -  "you",
        -  "searxng",
        -  "serpbase",
        -  "querit"
        -]New value: +[
        +  "auto",
        +  "serper",
        +  "serpbase",
        +  "brave",
        +  "tavily",
        +  "querit",
        +  "linkup",
        +  "exa",
        +  "firecrawl",
        +  "parallel",
        +  "perplexity",
        +  "kilo-perplexity",
        +  "you",
        +  "searxng"
        +]
  8. 2 tool updatesv0.9.0
    • Changedweb_extract1 field changed
      • changedInput schema / properties / provider / enum
        Previous value: -[
        -  "auto",
        -  "tavily",
        -  "exa",
        -  "linkup",
        -  "firecrawl",
        -  "you"
        -]New value: +[
        +  "auto",
        +  "tavily",
        +  "exa",
        +  "linkup",
        +  "parallel",
        +  "firecrawl",
        +  "you"
        +]
    • Changedweb_search1 field changed
      • changedInput schema / properties / provider / enum
        Previous value: -[
        -  "auto",
        -  "serper",
        -  "brave",
        -  "tavily",
        -  "exa",
        -  "linkup",
        -  "firecrawl",
        -  "perplexity",
        -  "kilo-perplexity",
        -  "you",
        -  "searxng",
        -  "serpbase",
        -  "querit"
        -]New value: +[
        +  "auto",
        +  "serper",
        +  "brave",
        +  "tavily",
        +  "exa",
        +  "linkup",
        +  "firecrawl",
        +  "parallel",
        +  "perplexity",
        +  "kilo-perplexity",
        +  "you",
        +  "searxng",
        +  "serpbase",
        +  "querit"
        +]
  9. 2 tool updatesv0.8.0
    • Addedweb_extract
    • Addedweb_search
  10. 2 tool updatesv0.7.0
    • Removedweb_extract
    • Removedweb_search
  11. 1 tool updatev0.5.1
    • Changedweb_search1 field changed
      • changedInput schema / properties / provider / enum
        Previous value: -[
        -  "auto",
        -  "serper",
        -  "brave",
        -  "tavily",
        -  "exa",
        -  "querit",
        -  "linkup",
        -  "firecrawl",
        -  "perplexity",
        -  "you",
        -  "searxng"
        -]New value: +[
        +  "auto",
        +  "serper",
        +  "brave",
        +  "tavily",
        +  "exa",
        +  "querit",
        +  "linkup",
        +  "firecrawl",
        +  "perplexity",
        +  "kilo-perplexity",
        +  "you",
        +  "searxng"
        +]
  12. 2 tool updatesv0.2.1
    • Addedweb_extract
    • Changedweb_search12 fields changed
      • changedInput schema / properties / count / description
        Previous value: -"Number of results (default: 5)"New value: +"Number of results"
      • addedInput schema / properties / count / maximum
        Added value: +20
      • addedInput schema / properties / count / minimum
        Added value: +1
      • addedInput schema / properties / depth
        Added value: +{
        +  "default": "normal",
        +  "description": "Exa depth: normal, deep synthesis, or deep-reasoning.",
        +  "enum": [
        +    "normal",
        +    "deep",
        +    "deep-reasoning"
        +  ],
        +  "type": "string"
        +}
      • addedInput schema / properties / exclude_domains
        Added value: +{
        +  "description": "Exclude these domains.",
        +  "items": {
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
      • addedInput schema / properties / include_domains
        Added value: +{
        +  "description": "Restrict to these domains.",
        +  "items": {
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
      • addedInput schema / properties / mode
        Added value: +{
        +  "default": "normal",
        +  "description": "normal fast path or opt-in research mode.",
        +  "enum": [
        +    "normal",
        +    "research"
        +  ],
        +  "type": "string"
        +}
      • changedInput schema / properties / provider / description
        Previous value: -"Force a specific provider (default: auto)"New value: +"Force a specific provider, or use auto-routing."
      • changedInput schema / properties / provider / enum
        Previous value: -[
        -  "auto",
        -  "serper",
        -  "tavily",
        -  "exa"
        -]New value: +[
        +  "auto",
        +  "serper",
        +  "brave",
        +  "tavily",
        +  "exa",
        +  "querit",
        +  "linkup",
        +  "firecrawl",
        +  "perplexity",
        +  "you",
        +  "searxng"
        +]
      • addedInput schema / properties / quality_report
        Added value: +{
        +  "default": false,
        +  "description": "Attach routing/result diagnostics.",
        +  "type": "boolean"
        +}
      • addedInput schema / properties / research_time_budget
        Added value: +{
        +  "default": 55,
        +  "description": "Best-effort budget for research mode.",
        +  "maximum": 75,
        +  "minimum": 1,
        +  "type": "number"
        +}
      • addedInput schema / properties / time_range
        Added value: +{
        +  "description": "Recency filter.",
        +  "enum": [
        +    "hour",
        +    "day",
        +    "week",
        +    "month",
        +    "year"
        +  ],
        +  "type": "string"
        +}
  13. 1 tool updatev1.0.0
    • First observedweb_search

TDQS

A3.6/5.0

Scored across 2 tools

Disambiguation5/5

The two tools have distinct purposes: web_search finds web content, while web_extract retrieves content from a specific URL. There is no overlap in their core actions.

Naming Consistency5/5

Both tool names follow the same web_verb pattern, with clear and predictable naming. The convention is consistent and readable.

Tool Count3/5

With only two tools, the server sits at the borderline of being too thin. The two tools are individually useful, but the small count suggests a narrow scope.

Completeness4/5

The server covers the two core operations one would expect for a web search and extraction service. Minor gaps like search result pagination or provider selection details exist but are not critical.

Maintenance

ActivityActive
ResponsivenessUnresponsive

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