Command Palette

Search for a command to run...

UnylyUnyly
Весь каталог

Agent Search

БесплатноНе проверен

Free multi-source web search server for AI agents, with confidence scoring and token optimization.

GitHubEmbed

Описание

Free multi-source web search server for AI agents, with confidence scoring and token optimization.

README

🔍 Free multi-source search for AI agents — multi-source verification, token savings, MCP native.

License Node.js MCP

Works with Hermes, Claude Code, Cursor, Windsurf, OpenClaw, and any MCP-compatible client.


English · 中文 · 安装 · 文档


Quick Start

# Option 1: npx (recommended)
npx agent-search-mcp

# Option 2: global install
npm install -g agent-search-mcp

Platform Setup

Hermes
# ~/.hermes/config.yaml
mcp_servers:
  agent-search:
    command: npx
    args: ["agent-search-mcp"]
Claude Code
// ~/.claude/mcp.json
{
  "mcpServers": {
    "agent-search": {
      "command": "npx",
      "args": ["agent-search-mcp"]
    }
  }
}
Cursor
// .cursor/mcp.json
{
  "mcpServers": {
    "agent-search": {
      "command": "npx",
      "args": ["agent-search-mcp"]
    }
  }
}
Windsurf
// ~/.codeium/windsurf/mcp_config.json
{
  "mcpServers": {
    "agent-search": {
      "command": "npx",
      "args": ["agent-search-mcp"]
    }
  }
}
OpenClaw
// openclaw.config.ts
{
  mcpServers: {
    "agent-search": {
      command: "npx",
      args: ["agent-search-mcp"]
    }
  }
}

Features

🆓 Free by Default

No API key required. Uses DuckDuckGo + Sogou search engines.

Engine Type API Key Coverage
DuckDuckGo Free Global
Sogou Free Chinese
Brave Search Paid (Free Tier) Optional Global
Tavily Paid (Free Tier) Optional Global

🎯 Multi-Source Verification

Results are verified across multiple search engines. Each result includes a confidence score (1-3) based on how many engines returned it.

{
  "title": "Build an MCP Server",
  "url": "https://example.com/mcp",
  "snippet": "How to build MCP servers...",
  "confidence": 2  // Verified by 2 engines
}

💰 Save Tokens

Optimized output reduces token consumption by ~40-50%:

Optimization Savings
Top-1 snippet per URL ~25%
Title truncation (≤100 chars) ~15%
Snippet truncation (≤200 chars) ~15%
Deduplication ~10%
Confidence filtering ~10%

🔧 Progressive Disclosure

Three tools, discoverable by agents:

Tool Purpose When to Use
free_search Basic search Quick questions
free_search_advanced Filtered search Date ranges, domains, high confidence
free_extract URL extraction Read full page content

Tools

free_search

Basic web search with multi-source verification.

{
  "query": "TypeScript MCP server",
  "count": 5
}

free_search_advanced

Advanced search with filters.

{
  "query": "MCP server",
  "count": 10,
  "min_confidence": 2,
  "time_range": "week",
  "language": "zh",
  "include_domains": ["github.com"],
  "exclude_domains": ["reddit.com"]
}

Parameters:

  • min_confidence (1-3): Only return results verified by N+ sources
  • time_range: day, week, month, year
  • language: auto, en, zh
  • include_domains: Only search these domains
  • exclude_domains: Exclude these domains

free_extract

Extract full content from a URL as Markdown.

{
  "url": "https://example.com/article",
  "max_length": 5000
}

Resources

search://capabilities

Returns a Markdown document describing all available tools and features. Agents can discover capabilities on-demand.

search://health

Returns JSON with health status of each search provider:

[
  {
    "provider": "duckduckgo",
    "lastSuccess": 1719000000000,
    "errorCount": 0,
    "avgLatency": 450,
    "isHealthy": true
  }
]

Configuration

Environment Variables

Variable Description Required
BRAVE_API_KEY Brave Search API key (2000 free/month) No
TAVILY_API_KEY Tavily API key (1000 free/month) No
LOG_LEVEL Log level (info, debug) No

Zero config works — no API keys needed for basic search.

With Paid Engines

Set environment variables to enable fallback to paid engines when free results are insufficient:

export BRAVE_API_KEY=your_key_here
export TAVILY_API_KEY=your_key_here

Architecture

Agent
  ↓ MCP Protocol (stdio)
MCP Server
  ├── Tools Layer (progressive disclosure)
  │   ├── free_search (default)
  │   ├── free_search_advanced (optional)
  │   └── free_extract (optional)
  ├── Aggregation Layer
  │   ├── Top-1 Snippet merge
  │   ├── URL + Title dedup
  │   ├── Scoring + Confidence
  │   └── Output truncation
  ├── Fallback Chain
  │   ├── Phase 1: Free engines (DDG + Sogou)
  │   └── Phase 2: Paid engines (Brave + Tavily)
  └── Infrastructure
      ├── Cache (LRU, 60s TTL)
      ├── Rate Limiter (1s per provider)
      ├── Health Tracker
      └── SSRF Protection

Documentation / 文档

Document Description
PRD Product Requirements Document
Architecture Technical Architecture
Plan Implementation Plan
Review Results 5-Team Review Results
Fork Plan Fork & Modification Plan
CHANGELOG Version History

Development

# Clone
git clone https://github.com/lennney/agent-search-mcp.git
cd agent-search-mcp

# Install
npm install

# Build
npm run build

# Test
npm test

# Run
npm start

License

Apache License 2.0

Based on open-websearch by Aas-ee.

Copyright 2025 Open-WebSearch MCP Server Contributors
Based on open-websearch by Aas-ee (Apache 2.0).
Modified by Agent Search MCP Contributors.
Copyright 2026 Agent Search MCP Contributors

Contributing

Contributions welcome! Please read CONTRIBUTING.md first.


Keywords

MCP server, Model Context Protocol, AI agent search, free web search, multi-source search, DuckDuckGo MCP, Sogou search, token optimization, Hermes MCP, Claude Code MCP, Cursor MCP, AI tool, web search for agents, search aggregation, confidence scoring

from github.com/lennney/agent-search-mcp-server

Установка Agent Search

У этого сервера нет опубликованного пакета — он собирается из исходников. Открой репозиторий и следуй инструкции в README.

▸ github.com/lennney/agent-search-mcp-server

FAQ

Agent Search MCP бесплатный?

Да, Agent Search MCP бесплатный — установка в пару кликов через Unyly без оплаты.

Нужен ли API-ключ для Agent Search?

Нет, Agent Search работает без API-ключей и переменных окружения.

Agent Search — hosted или self-hosted?

Доступен hosted-вариант: Unyly запускает сервер в облаке, локальная установка не обязательна.

Как установить Agent Search в Claude Desktop, Claude Code или Cursor?

Открой Agent Search на unyly.org, выбери вкладку своего клиента (Claude Desktop, Claude Code, Cursor) и нажми Install — конфиг сгенерируется автоматически, без правки JSON.

Похожие MCP

Compare Agent Search with

Не уверен что выбрать?

Найди свой стек за 60 секунд

Автор?

Embed-бейдж для README

Похожее

Все в категории ai