RRepoGEO

REPOGEO REPORT · LITE

brave/brave-search-mcp-server

Default branch main · commit 759b9a88 · scanned 6/17/2026, 6:41:59 PM

GitHub: 1,197 stars · 175 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
23 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 fail
Objective metadata checks
AI knows your name
2 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface brave/brave-search-mcp-server, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition the README's opening paragraph to clarify its API nature for developers

    Why:

    CURRENT
    An MCP server implementation that integrates the Brave Search API, providing comprehensive search capabilities including web search, local business search, place search, image search, video search, news search, LLM context, and AI-powered summarization.
    COPY-PASTE FIX
    A developer-friendly server implementation that exposes the Brave Search API, offering comprehensive search capabilities including web, local business, place, image, video, news search, LLM context, and AI-powered summarization for your applications.
  • highabout#2
    Add a concise repository description

    Why:

    COPY-PASTE FIX
    Integrate Brave Search capabilities into your applications with this server, providing web, image, video, news, and local search, plus AI summarization via a unified API.
  • hightopics#3
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    brave-search, search-api, web-search, image-search, video-search, news-search, ai-summarization, llm-context, mcp-server, developer-api

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface brave/brave-search-mcp-server
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Cloud Search
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Cloud Search · recommended 2×
  2. Vertex AI · recommended 1×
  3. Microsoft Azure Cognitive Search · recommended 1×
  4. Azure OpenAI Service · recommended 1×
  5. SerpApi · recommended 1×
  • CATEGORY QUERY
    What API can I use for web, image, and news search with AI summarization?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Search
    2. Vertex AI
    3. Microsoft Azure Cognitive Search
    4. Azure OpenAI Service
    5. SerpApi
    6. OpenAI API
    7. Anthropic Claude API
    8. Bing Web Search API
    9. You.com API
    10. NewsAPI.org
    11. Unsplash API

    AI recommended 11 alternatives but never named brave/brave-search-mcp-server. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to integrate a unified search API for various content types into my application?
    you: not recommended
    AI recommended (in order):
    1. Algolia
    2. Elasticsearch
    3. Elastic Cloud
    4. Meilisearch
    5. OpenSearch
    6. AWS OpenSearch Service
    7. Azure Cognitive Search
    8. Google Cloud Search

    AI recommended 8 alternatives but never named brave/brave-search-mcp-server. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of brave/brave-search-mcp-server?
    pass
    AI did not name brave/brave-search-mcp-server — likely talking about a different project

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts brave/brave-search-mcp-server in production, what risks or prerequisites should they evaluate first?
    pass
    AI named brave/brave-search-mcp-server explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo brave/brave-search-mcp-server solve, and who is the primary audience?
    pass
    AI named brave/brave-search-mcp-server explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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brave/brave-search-mcp-server — RepoGEO report