| name | smart-search |
| description | Intelligent routing service that automatically selects the optimal search engine (Exa for code/docs, Metaso for academic, Brave for news, Bocha for Chinese, GitHub for repos, Zai for media, Fetch for URLs) based on query type. Use when users need to: (1) Search or query the web, (2) Fetch specific URL content, (3) Search GitHub repositories/issues/PRs, (4) Analyze images/videos/screenshots, (5) Get daily AI news digest, (6) Find academic papers or research. |
| license | Apache-2.0 |
Smart Search - Intelligent Search Routing
Automatically route queries to the most appropriate search service using keyword-based priority rules.
Quick Reference
| Priority | Service | Trigger Keywords | Token/Count |
|---|
| P0 | Exa | code, API, function, framework, library, tutorial, syntax | 5000 |
| P1 | Metaso | paper, research, study, journal, thesis, academic | 10 |
| P2 | Brave | today, this week, latest, recent, news | 10 |
| P3 | Bocha | 中文, 国内, 百科, Chinese content | 18 |
| P4 | GitHub | github, repo, issue, PR, commit, branch | 10 |
| P5 | Zai MCP | image, video, screenshot, OCR, analyze picture | N/A |
| P6 | Fetch | http://, https:// (direct URL) | 5000 |
| P7 | Brave | (default fallback) | 10 |
| P8 | Exa | English technical docs | 3000 |
Decision Flow
User Input
│
├─ Contains http:// or https:// ──────────────→ Fetch (P6)
│
├─ Image/Video/Screenshot/OCR ─────────────────→ Zai MCP (P5)
│
├─ GitHub/Repo/Issue/PR/Commit ────────────────→ GitHub MCP (P4)
│
├─ Academic/Paper/Research/Thesis ──────────────→ Metaso (P1)
│
├─ Code/API/Framework/Library ──────────────────→ Exa (P0)
│
├─ Today/Latest/News + "AI" ───────────────────→ Brave + Metaso + Top 8 digest
│
├─ 中文/国内 ───────────────────────────────────→ Bocha (P3)
│
└─ Default ─────────────────────────────────────→ Brave (P7)
Token Control
Adjust search depth based on query complexity:
| Level | Tokens/Count | Use Case |
|---|
| Quick | 5-10 | Simple queries, definitions |
| Regular | 10-20 | Common usage, examples (default) |
| Deep | 30-50 | Multi-condition, architecture |
News Output Format (AI新闻输出格式)
When user searches for daily AI news (今日/当天 AI新闻/资讯), use Brave + Metaso combined and output:
# 今日AI资讯 Top 8
### 1. [新闻标题]
**摘要：** [新闻内容摘要，50-100字]
**来源：** [来源名](链接)
**标签：** #标签1 #标签2 #标签3
**相关性：** ★★★★★
---
### 2. [新闻标题]
**摘要：** ...
Timeliness Judgment (时效性判断)
Before including news, verify timeliness:
| Indicator | Fresh | Stale |
|---|
| Publish date | Within 2 days | Older than 7 days |
| Date string in URL | Contains current date (2026-02-*) | No date or old date |
| Source freshness | News sites, blogs | Static docs |
| Content keywords | "今日", "最新", "just announced" | "历史", "回顾", "总览" |
Priority: Prefer news with publish dates within 2 days. Stale news (>7 days) should be excluded.
Source attribution: Always include clickable source links.
Usage Guidelines
DO
- Analyze keywords before routing
- Implement fallback on failure (30s timeout)
- For AI news: Use Brave + Metaso combined
- Format each news item: 标题 + 摘要 + 来源 + 标签 + 相关性
- Filter to recent 2 days: exclude news older than 48 hours
- Always include clickable source links
DON'T
- Use Exa for news → Brave
- Use Metaso for code → Exa
- Include news older than 2 days in "今日" digest
- Omit source attribution for news
- Combine MCPs redundantly
Fallback Strategy
| Primary | Fallback 1 | Fallback 2 |
|---|
| Exa | Brave | Metaso |
| Metaso | Bocha | Brave |
| Brave | Bocha | Exa |
| Bocha | Brave | Exa |
| GitHub | Fetch | - |
| Fetch | Brave | - |
Combination Rules
Only for complementary scenarios (max 3 concurrent):
| Scenario | Combo | Rationale |
|---|
| AI News Digest | Brave + Metaso | English + Chinese comprehensive coverage |
| Technical research | Exa + GitHub | Code + repos |
| Deep research | Metaso + Fetch | Academic + content |
| Comprehensive | Brave + Bocha | News + Chinese |
