Agent Search
БесплатноНе проверенFree multi-source web search server for AI agents, with confidence scoring and token optimization.
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.
Works with Hermes, Claude Code, Cursor, Windsurf, OpenClaw, and any MCP-compatible client.
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+ sourcestime_range: day, week, month, yearlanguage: auto, en, zhinclude_domains: Only search these domainsexclude_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
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
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-serverFAQ
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.
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