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    1. Home
    2. Tools
    3. web-search-plus-hermes
    web-search-plus-hermes icon

    web-search-plus-hermes

    Web Research
    Featured

    A Hermes Agent plugin providing multi-provider web search and URL extraction with intelligent Routing v2, quality diagnostics, and research mode across 13+ search providers.

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    At a Glance

    Pricing
    Open Source

    Fully free and open-source under the MIT license. Self-host and configure your own provider API keys.

    Engagement

    Available On

    CLI
    API
    SDK

    Resources

    WebsiteDocsGitHubllms.txt

    Topics

    Web ResearchAgent FrameworksMCP Servers

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    ParallelpixserpGPT Researcher
    Developer
    Robby CzesanyAustriaEst. 2025

    Listed May 2026

    About web-search-plus-hermes

    Web Search Plus is an open-source Hermes Agent plugin that adds two tools — web_search_plus and web_extract_plus — to any Hermes-powered agent workflow. Built by robbyczgw-cla and released under the MIT license, it is also available as an MCP server, an OpenClaw plugin, and an OpenClaw skill, making the same routing engine accessible from Claude Desktop, Cursor, NanoBot, and other clients. The project reached v2.3.0 on May 29, 2026, and the GitHub repository reports 202 stars and 16 forks.

    What It Is

    Web Search Plus is a capability-based, multi-provider web search and extraction layer for AI agents. Rather than hard-coding a single search backend, it implements a "Routing v2" engine that detects query class — multilingual news, shopping, docs/API, GitHub, academic/arXiv, Reddit, CVE/security, finance, weather, and more — and dispatches to the provider best suited for that job. The plugin exposes two Hermes tools: web_search_plus for routed search with optional quality diagnostics, and web_extract_plus for clean URL-to-markdown extraction. Both tools degrade gracefully when keys are missing or providers fail, preserving partial results rather than crashing the agent.

    Routing v2 and Provider Mesh

    Routing v2 is described by the project as benchmarked and class-aware. The conservative default auto-search pool consists of You.com, Serper, Exa, Firecrawl, Tavily, and Linkup. Brave, SerpBase, Querit, Parallel, Perplexity, and Kilo Perplexity default to auto_allow=false, meaning they are available for explicit calls but are not selected automatically unless opted in via setup.py config set-auto-allow. The full provider mesh spans 13 search providers and 6 extraction providers:

    • You.com — fast Routing v2 core for current, multilingual, LLM-ready search
    • Serper — reliable Google-like fallback for facts, shopping, local, and news
    • Exa — semantic discovery, docs, GitHub, academic/arXiv
    • Firecrawl — source-first web search with scrape-ready result content
    • Tavily — long-form research and content-heavy queries; default extraction first-choice
    • Linkup — source-backed grounding, citations, RAG-ready retrieval
    • Perplexity / Kilo Perplexity — synthesized search, guarded by default
    • Brave, SerpBase, Querit, Parallel, SearXNG — explicit or self-hosted paths

    Setup Path and CLI Wizard

    Installation is a single hermes plugins install command that clones the plugin into ~/.hermes/plugins/web-search-plus. A standalone setup.py wizard handles provider key configuration without requiring users to edit .env files manually. Presets like starter (You.com + Serper + Linkup), lean, search, and extract let users configure a working surface in one step. Routing preferences — priority order, fallback provider, auto-allow gates, and quality thresholds — are stored separately in config.json and managed through setup.py config subcommands, keeping secrets out of routing logic.

    Reliability and Cost Controls

    The plugin is designed to stay useful when things go wrong. Failed providers are placed on a one-hour cooldown before retry. Research mode (mode="research") accepts a wall-clock budget parameter (research_time_budget, default 55 seconds) and checks elapsed time between provider calls and extraction steps, stopping early and returning whatever results have been collected rather than timing out silently. The quality_report=True flag on web_search_plus returns routing diagnostics, provider scores, result counts, authority signals, and an extraction recommendation — giving developers receipts for why a particular provider was chosen.

    Update: v2.3.0 and MCP v0.9.0

    The May 29, 2026 v2.3.0 release of the Hermes plugin centralizes provider metadata into a ProviderSpec registry shared across setup, config, routing, extraction, doctor diagnostics, and CLI choices, reducing drift across the 13-search / 6-extract provider mesh. The companion MCP server reached v0.8.0 on May 16, 2026 (the last PyPI release before a Parallel mainline merge) and v0.9.0 on GitHub main, adding guarded Parallel provider support. The OpenClaw plugin remains the recommended path for OpenClaw workflows, exposing a third tool, web_routing_config_plus, not present in the Hermes variant.

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    Pricing

    OPEN SOURCE

    Open Source

    Fully free and open-source under the MIT license. Self-host and configure your own provider API keys.

    • web_search_plus and web_extract_plus tools
    • Routing v2 across 13+ search providers
    • Quality reports and research mode
    • CLI setup wizard with presets
    • MCP server, OpenClaw plugin, and Hermes plugin variants

    Capabilities

    Key Features

    • Multi-provider web search via web_search_plus tool
    • URL extraction via web_extract_plus tool
    • Routing v2: benchmarked, class-aware auto-routing across 13+ providers
    • Tavily-first extraction with Exa, Linkup, Firecrawl, Parallel, and You.com fallbacks
    • Quality reports with provider scores, result counts, and authority signals
    • Research mode with configurable wall-clock time budget
    • Provider cooldowns for failed providers (1-hour retry window)
    • Partial result preservation when extraction fails or times out
    • CLI setup wizard with presets (starter, lean, search, extract, all)
    • Routing preferences managed separately from API keys
    • Auto-allow gating for guarded providers (Brave, SerpBase, Querit, Parallel, Perplexity)
    • Offline golden snapshot quality checks for CI
    • MCP server for Claude Desktop, Cursor, NanoBot, and other clients
    • OpenClaw plugin and skill variants
    • SearXNG self-hosted metasearch support

    Integrations

    You.com
    Serper
    Exa
    Firecrawl
    Tavily
    Linkup
    Brave Search
    Perplexity
    Kilo Perplexity
    SerpBase
    Parallel
    Querit
    SearXNG
    Hermes Agent
    OpenClaw
    Claude Desktop
    Cursor
    NanoBot
    API Available
    View Docs

    Reviews & Ratings

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    Developer

    Robby Czesany

    robbyczgw-cla builds open-source AI agent tooling, with Web Search Plus as the flagship project. The work focuses on capability-based, multi-provider search and extraction plugins for agent runtimes including Hermes Agent and OpenClaw. Projects are released under the MIT license and distributed via GitHub, PyPI, and ClawHub.

    Founded 2025
    Austria
    1 employees

    Used by

    DigitalOcean (Featured project:…
    OpenClaw Community
    Read more about Robby Czesany
    WebsiteGitHub
    1 tool in directory

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