mcpbeat

Answers

brave/answers

USE FOR AI-grounded answers via OpenAI-compatible /chat/completions. Two modes: single-search (fast) or deep research (enable_research=true, thorough multi-search). Streaming/blocking. Citations.

2k tokens
context cost
the whole folder, loaded on every use
1
files
instructions only
0
copies elsewhere
how many repositories repackaged it
164
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/brave/brave-search-skills --skill answers

The instruction itself

25 sections, as written by the author

Answers — AI Grounding

> Requires API Key: Get one at https://api.search.brave.com

>

> Plan: Included in the Answers plan. See https://api-dashboard.search.brave.com/app/subscriptions/subscribe

When to Use

| Use Case | Skill | Why |

|--|--|--|

| Quick factual answer (raw context) | llm-context | Single search, returns raw context for YOUR LLM |

| Fast AI answer with citations | answers (single-search) | streaming, citations |

| Thorough multi-search deep research | answers (research mode) | Iterative deep research, synthesized cited answer |

This endpoint (/res/v1/chat/completions) supports two modes:

  • Single-search (default): Fast AI-grounded answer from a single search. Supports enable_citations.
  • Research (enable_research=true): Multi-iteration deep research with progress events and synthesized cited answer.

Quick Start (cURL)

curl -X POST "https://api.search.brave.com/res/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "X-Subscription-Token: ${BRAVE_SEARCH_API_KEY}" \
  -d '{
    "messages": [{"role": "user", "content": "How does the James Webb Space Telescope work?"}],
    "model": "brave",
    "stream": false
  }'
curl -X POST "https://api.search.brave.com/res/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "X-Subscription-Token: ${BRAVE_SEARCH_API_KEY}" \
  -d '{
    "messages": [{"role": "user", "content": "What are recent breakthroughs in fusion energy?"}],
    "model": "brave",
    "stream": true,
    "enable_citations": true
  }'

Research Mode

curl -X POST "https://api.search.brave.com/res/v1/chat/completions" \
  -H "Content-Type: application/json" \
  -H "X-Subscription-Token: ${BRAVE_SEARCH_API_KEY}" \
  -d '{
    "messages": [{"role": "user", "content": "Compare quantum computing approaches"}],
    "model": "brave",
    "stream": true,
    "enable_research": true,
    "research_maximum_number_of_iterations": 3,
    "research_maximum_number_of_seconds": 120
  }'

Endpoint

POST https://api.search.brave.com/res/v1/chat/completions

Authentication: X-Subscription-Token: <API_KEY> header (or Authorization: Bearer <API_KEY>)

SDK Compatible: Works with OpenAI SDK via base_url="https://api.search.brave.com/res/v1"

Two Modes

| Feature | Single-Search (default) | Research (enable_research=true) |

|--|--|--|

| Speed | Fast | Slow |

| Searches | 1 | Multiple (iterative) |

| Streaming | Optional (stream=true/false) | Required (stream=true) |

| Citations | enable_citations=true (streaming only) | Built-in (in <answer> tag) |

| Progress events | No | Yes (<progress> tags) |

| Blocking response | Yes (stream=false) | No |

Parameters

Standard Parameters

| Parameter | Type | Required | Default | Description |

|--|--|--|--|--|

| messages | array | Yes | - | Single user message (exactly 1 message) |

| model | string | Yes | - | Use "brave" |

| stream | bool | No | true | Enable SSE streaming |

| country | string | No | "US" | Search country (2-letter country code or ALL) |

| language | string | No | "en" | Response language |

| safesearch | string | No | "moderate" | Search safety level (off, moderate, strict) |

| max_completion_tokens | int | No | null | Upper bound on completion tokens |

| enable_citations | bool | No | false | Include inline citation tags (single-search streaming only) |

| web_search_options | object | No | null | OpenAI-compatible; search_context_size: low, medium, high |

Research Parameters

| Parameter | Type | Required | Default | Description |

|--|--|--|--|--|

| enable_research | bool | No | false | Enable research mode |

| research_allow_thinking | bool | No | true | Enable extended thinking |

| research_maximum_number_of_tokens_per_query | int | No | 8192 | Max tokens per query (1024-16384) |

| research_maximum_number_of_queries | int | No | 20 | Max total search queries (1-50) |

| research_maximum_number_of_iterations | int | No | 4 | Max research iterations (1-5) |

| research_maximum_number_of_seconds | int | No | 180 | Time budget in seconds (1-300) |

| research_maximum_number_of_results_per_query | int | No | 60 | Results per search query (1-60) |

Constraints (IMPORTANT)

| Constraint | Error |

|--|--|

| enable_research=true requires stream=true | "Blocking response doesn't support 'enable_research' option" |

| enable_research=true incompatible with enable_citations=true | "Research mode doesn't support 'enable_citations' option" |

| enable_citations=true requires stream=true | "Blocking response doesn't support 'enable_citations' option" |

OpenAI SDK Usage

Blocking (Single-Search)

from openai import OpenAI

client = OpenAI(
    base_url="https://api.search.brave.com/res/v1",
    api_key="your-brave-api-key",
)

response = client.chat.completions.create(
    model="brave",
    messages=[{"role": "user", "content": "How does the James Webb Space Telescope work?"}],
    stream=False,
)
print(response.choices[0].message.content)

Streaming with Citations (Single-Search)

from openai import OpenAI

client = OpenAI(
    base_url="https://api.search.brave.com/res/v1",
    api_key="your-brave-api-key",
)

stream = client.chat.completions.create(
    model="brave",
    messages=[{"role": "user", "content": "What are the current trends in renewable energy?"}],
    stream=True,
    extra_body={"enable_citations": True}
)

for chunk in stream:
    if chunk.choices[0].delta.content:
        print(chunk.choices[0].delta.content, end="")

Research Mode

from openai import AsyncOpenAI

client = AsyncOpenAI(
    base_url="https://api.search.brave.com/res/v1",
    api_key="your-brave-api-key",
)

stream = await client.chat.completions.create(
    model="brave",
    messages=[{"role": "user", "content": "Compare quantum computing approaches"}],
    stream=True,
    extra_body={
        "enable_research": True,
        "research_maximum_number_of_iterations": 3,
        "research_maximum_number_of_seconds": 120
    }
)

async for chunk in stream:
    if chunk.choices[0].delta.content:
        print(chunk.choices[0].delta.content, end="", flush=True)

Response Format

Blocking Response (stream=false, single-search only)

Standard OpenAI-compatible JSON:

{
  "id": "chatcmpl-...",
  "object": "chat.completion",
  "choices": [{"message": {"role": "assistant", "content": "The James Webb Space Telescope works by..."}, "index": 0, "finish_reason": "stop"}],
  "usage": {"prompt_tokens": 10, "completion_tokens": 50, "total_tokens": 60}
}

Streaming Response

SSE response with OpenAI-compatible chunks:

data: {"id":"chatcmpl-...","object":"chat.completion.chunk","choices":[{"delta":{"content":"Based on"},"index":0}]}

data: {"id":"chatcmpl-...","object":"chat.completion.chunk","choices":[{"delta":{"content":" recent research"},"index":0}]}

data: [DONE]

Streaming Tags by Mode

Single-Search (with enable_citations=true)

| Tag | Purpose |

|--|--|

| <citation> | Inline citation references |

| <usage> | JSON cost/billing data |

Research Mode

| Tag | Purpose | Keep? |

|--|--|--|

| <queries> | Generated search queries | Debug |

| <analyzing> | URL counts (verbose) | Debug |

| <thinking> | URL selection reasoning | Debug |

| <progress> | Stats: time, iterations, queries, URLs analyzed, tokens | Monitor |

| <blindspots> | Knowledge gaps identified | Yes |

| <answer> | Final synthesized answer (only the final answer is emitted; intermediate drafts are dropped) | Yes |

| <usage> | JSON cost/billing data (included at end of streaming response) | Yes |

Usage Tag Format

The <usage> tag contains JSON-stringified cost and token data:

<usage>{"X-Request-Requests":1,"X-Request-Queries":8,"X-Request-Tokens-In":15000,"X-Request-Tokens-Out":2000,"X-Request-Requests-Cost":0.005,"X-Request-Queries-Cost":0.032,"X-Request-Tokens-In-Cost":0.075,"X-Request-Tokens-Out-Cost":0.01,"X-Request-Total-Cost":0.122}</usage>

Use Cases

  • Chat interface integration: Drop-in OpenAI SDK replacement with web-grounded answers. Set base_url="https://api.search.brave.com/res/v1".
  • Deep research / comprehensive topic research: Use research mode (enable_research=true) for complex questions needing multi-source synthesis (e.g., "Compare approaches to nuclear fusion").
  • OpenAI SDK drop-in: Same SDK, same streaming format — just change base_url and api_key. Works with both sync and async clients.
  • Cited answers: Enable enable_citations=true in single-search mode for inline citation tags, or use research mode which automatically includes citations in its answer.

Notes

  • Timeout: Set client timeout to at least 30s for single-search, 300s (5 min) for research
  • Single message: The messages array must contain exactly 1 user message
  • Cost monitoring: Parse the <usage> tag from streaming responses to track costs

How to use it

Copy the folder

Take brave/answers from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.