agent-search 0.7.1

Unified multi-provider search CLI for AI agents — 13 providers, 13 modes, email verification, one binary
agent-search-0.7.1 is not a library.

Search CLI — Web Search for AI Agents

One binary, 13 providers, 13 modes, rank-fused results. The web search tool your AI agent is missing.

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A single Rust binary that aggregates Brave, Serper, Exa, Linkup, Jina, Firecrawl, Tavily, SerpApi, Perplexity, Parallel, xAI, and more into one search interface. Built for AI agents from day one: structured JSON, semantic exit codes, self-describing agent-info, reciprocal rank fusion across providers, and a usage command that reports remaining API credits.

Install | How It Works | Features | Providers | Contributing

Why This Exists

Every search API is good at something different. Brave has its own 35-billion page index. Serper gives you raw Google results plus Scholar, Patents, and Places. Exa does neural/semantic search. Perplexity gives AI-synthesized answers with citations. Jina reads any URL into clean markdown. Firecrawl renders JavaScript-heavy pages. xAI searches X/Twitter.

You shouldn't have to wire up each one separately, handle their different response formats, or manage rate limits. search does the plumbing: you pick the mode (the CLI never guesses intent), it fans out to that mode's providers in parallel and fuses the results with reciprocal rank fusion. A URL that three engines independently return outranks any single engine's top hit — the fastest provider no longer wins by default, the most-agreed-on result does.

search "CRISPR gene therapy breakthroughs"

That's it — a plain search "query" runs a general multi-provider web search and merges the results in under 2 seconds. You stay in control of routing: pick a mode with -m or specific providers with -p (run search agent-info for the full map). The CLI never guesses intent from your query.

Install

Cargo (recommended):

cargo install agent-search

Homebrew:

brew tap paperfoot/tap
brew install search-cli

One-liner (macOS / Linux):

curl -fsSL https://raw.githubusercontent.com/paperfoot/search-cli/master/install.sh | sh

From source:

cargo install --git https://github.com/paperfoot/search-cli

Binary size is ~6 MB. Startup is ~2 ms. Memory is ~5 MB. No Python, no Node, no Docker.

Quick Start

# Set your API keys (any combination works -- even just one)
search config set keys.brave YOUR_BRAVE_KEY
search config set keys.serper YOUR_SERPER_KEY
search config set keys.exa YOUR_EXA_KEY

# Or use environment variables
export SEARCH_KEYS_BRAVE=YOUR_KEY
export SEARCH_KEYS_EXA=YOUR_KEY

# Search
search "your query here"

How It Works

                          ┌─────────────┐
                          │ Query + -m  │  you pick the mode —
                          └──────┬──────┘  no intent guessing
                                 │
                    ┌────────────┼────────────┐
                    ▼            ▼            ▼
              ┌──────────┐ ┌──────────┐ ┌──────────┐
              │  Brave   │ │  Serper  │ │   Exa    │  parallel fan-out
              └────┬─────┘ └────┬─────┘ └────┬─────┘  via tokio::JoinSet
                   │            │            │
                   └────────────┼────────────┘
                                │
                         ┌──────▼──────┐
                         │ Rank fusion │  dedup + reciprocal rank
                         │  (RRF k=60) │  fusion across providers
                         └──────┬──────┘
                                │
                    ┌───────────┴───────────┐
                    ▼                       ▼
             ┌────────────┐         ┌────────────┐
             │    JSON    │         │   Table    │
             │  (piped)   │         │ (terminal) │
             └────────────┘         └────────────┘
  1. Parse -- Clap parses your query, mode, provider filter, and output preferences
  2. Route -- Your mode determines which providers to query (or you override with -p)
  3. Fan out -- tokio::JoinSet fires all providers in parallel with per-provider timeouts
  4. Collect -- Once enough unique results arrive, stragglers get a 1.5s grace window, then are cancelled (reported in metadata.providers_cancelled; deep mode always waits for everyone)
  5. Fuse -- Reciprocal rank fusion: URLs returned by multiple providers rank first (extra.also_found_by records consensus); ordering is deterministic, not fastest-provider-first
  6. Separate answers -- AI-synthesized answers (Perplexity/Tavily) land in answers[], so every results[].url is a fetchable web URL
  7. Render -- JSON envelope when piped, colored terminal table when interactive

Features

13 Search Modes

Pick a mode explicitly with -m (default is general). The -q column matters: extract/scrape/similar take a URL and reject text queries (exit 3). This table mirrors search agent-info, which is generated from the same routing registry the engine uses.

Mode Use when -q is Providers used
general Any web lookup not covered below (default) query Parallel + Brave + Serper + Exa + Jina + Linkup + Tavily + Perplexity
news Current events; add -f day/-f week query Parallel + Brave + Serper + Linkup + Tavily + Perplexity (news endpoints)
academic Papers/studies by topic (semantic + web) query Exa + Serper + Tavily + Perplexity
scholar Google Scholar records: citations, PDFs query Serper + SerpApi
deep Max coverage; waits for all providers — use -c 30 query Parallel + Brave (web + LLM Context) + Serper + Exa + Linkup + Tavily + Perplexity + xAI
people A person, their role, LinkedIn profile query Exa
social What's being said on X/Twitter query xAI (Grok)
patents Prior art, patent families query Serper
images Image search (check image_url fields) query Serper
places Local businesses, maps query Serper
extract Read one page as markdown, incl. JS/anti-bot URL Stealth -> Jina -> Firecrawl -> Browserless
scrape Alias of extract (identical) URL Stealth -> Jina -> Firecrawl -> Browserless
similar "More like this page" URL Exa

Rank Fusion, Not Fastest-Provider-First

Most meta-search tools return results in whatever order providers answer, so result #1 is the fastest API's opinion. search scores every URL across all providers (RRF, k=60): consensus ranks first, ordering is deterministic, and each result carries extra.also_found_by so you can see which engines agreed. The envelope tells you exactly what happened — who contributed (provider_results), who was cancelled (providers_cancelled), which filters a provider ignored (warnings), and whether you got a cached replay (cached).

Agent-First Design

Built for Claude Code, Codex CLI, Gemini CLI, OpenClaw, and any AI agent that can shell out to a command.

# Discover capabilities programmatically
search agent-info

# Structured JSON with metadata
search "query" --json
# {
#   "status": "success",
#   "query": "...",
#   "mode": "general",
#   "results": [...],                              // rank-fused, deduped
#   "answers": [{"provider": "perplexity_sonar", "text": "..."}],
#   "metadata": {
#     "elapsed_ms": 1542,
#     "result_count": 10,
#     "providers_queried": ["brave", "serper", "exa", "jina"],
#     "provider_results": {"brave": 10, "serper": 10},  // who contributed
#     "providers_cancelled": ["jina"],             // cut off after enough results
#     "warnings": []                               // e.g. filters a provider ignored
#   }
# }

# Check remaining credits (where the provider API exposes them)
search usage --json

Auto-JSON: Output is automatically JSON when piped to another program. Human-readable tables when you're in a terminal.

Semantic exit codes:

Code Meaning Agent action
0 Success Process results
1 Transient error (API, network) Retry might help
2 Config or auth error Fix setup / set API key
3 Bad input Fix arguments
4 Rate limited Back off and retry

Usage Examples

# Default general web search (no mode = general; no intent guessing)
search "quantum computing advances"
search search -q "who is the CEO of Anthropic" -m people
search search -q "CRISPR research papers" -m academic

# Force a specific mode
search search -q "transformer architectures" -m academic
search search -q "Sam Altman" -m people
search search -q "AI startups 2026" -m news
search search -q "BRCA1 gene patent" -m patents

# Search X (Twitter) only
search --x "AI agents"

# URL modes take a URL, not a query
search search -q https://example.com/article -m extract
search search -q https://stripe.com -m similar

# Pick specific providers
search search -q "machine learning" -p exa
search search -q "rust programming" -p brave,serper

# Control output
search "query" --json | jq '.results[].url'
search "query" -c 20                   # 20 results
search "query" 2>/dev/null             # suppress diagnostics

Providers

Provider What it does Best for
Parallel Agent-native search: objective in, LLM-ready ranked excerpts out Grounding content for agents, deterministic per-query cost
Brave Independent index (not resold Google/Bing) + LLM Context API Independent ranking signal, news, RAG grounding
Serper Cheapest raw Google SERP + specialist endpoints Actual Google rankings; scholar, patents, images, places
Exa Neural/semantic search, category filters Research papers, people search, similar sites
Jina Fast URL-to-markdown, 500 RPM free tier Reading article content, quick extraction
Linkup High-accuracy agent search (leads the SimpleQA benchmark) Factual lookups where accuracy matters most
Firecrawl JavaScript rendering, structured extraction Dynamic pages, SPAs, data extraction
Tavily General + deep search, research-focused Broad coverage, research queries
SerpApi Many engines: Google, Bing, YouTube, Baidu Multi-engine coverage; only provider with a real balance API
Perplexity LLM-synthesized answer with citations (Sonar) When you want an answer with sources, not raw pages
Browserless Cloud browser for Cloudflare/JS-heavy pages Anti-bot bypass, pages that need a real browser
Stealth Built-in anti-bot scraper Protected pages, no API key needed
xAI Only provider with native real-time X/Twitter search (Grok) Live social signal, trending topics, account activity

Checking Credits

search usage --json

Reports remaining credits/quota for every provider whose API exposes it: SerpApi (account.json), Firecrawl (credit-usage endpoint), Tavily (usage endpoint), Linkup (credits balance endpoint), xAI (management API — set XAI_MANAGEMENT_API_KEY + XAI_TEAM_ID), and Brave (rate-limit headers; the check consumes one metered request). The rest are dashboard-only and reported as supported: false. Purely informational: the CLI never disables or deprioritizes a provider because its balance is low — if a provider is out of credits, the failed call shows up as a billing_quota entry in metadata.provider_failures and you decide what to top up.

Configuration

Config file lives at ~/.config/search/config.toml (Linux) or ~/Library/Application Support/search/config.toml (macOS).

search config show       # View current config (keys masked)
search config check      # Health check all providers
search config set K V    # Set a value

Environment variables override the config file, so a freshly-exported or CI-injected key always wins over stale local config. Two accepted forms:

# Standard per-provider variables (recommended):
export BRAVE_API_KEY=your-key
export SERPER_API_KEY=your-key
export EXA_API_KEY=your-key
# ...also PERPLEXITY_API_KEY, JINA_API_KEY, LINKUP_API_KEY, FIRECRAWL_API_KEY,
#        TAVILY_API_KEY, SERPAPI_API_KEY, BROWSERLESS_API_KEY, XAI_API_KEY,
#        PARALLEL_API_KEY

# Or the SEARCH_KEYS_ prefixed form:
export SEARCH_KEYS_BRAVE=your-key

Precedence (highest first): <PROVIDER>_API_KEY env → SEARCH_KEYS_* env → config file.

Updating

search update             # Self-update from GitHub releases
search update --check     # Check without installing

Building from Source

git clone https://github.com/paperfoot/search-cli
cd search-cli
cargo build --release
# Binary at target/release/search

Contributing

Contributions are welcome. See CONTRIBUTING.md for guidelines.

License

MIT

Built by Boris Djordjevic at Paperfoot AI

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