RRepoGEO

REPOGEO REPORT · LITE

WordPress/mcp-adapter

Default branch trunk · commit 7cc42a0c · scanned 5/23/2026, 2:51:28 AM

GitHub: 1,133 stars · 128 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
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 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 WordPress/mcp-adapter, 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

2 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 to emphasize "Model Context Protocol"

    Why:

    CURRENT
    The official WordPress package for MCP integration that exposes WordPress abilities as Model Context Protocol (MCP) tools, resources, and prompts for AI agents.
    COPY-PASTE FIX
    The **Model Context Protocol (MCP) Adapter** is the official WordPress package for integrating WordPress abilities with AI agents via the Model Context Protocol, exposing them as MCP tools, resources, and prompts.
  • mediumabout#2
    Refine the repository description for AI agent clarity

    Why:

    CURRENT
    An MCP adapter that bridges the Abilities API to the Model Context Protocol, enabling MCP clients to discover and invoke WordPress plugin, theme, and core abilities programmatically.
    COPY-PASTE FIX
    An adapter for the **Model Context Protocol (MCP)**, bridging WordPress's Abilities API to enable AI agents and MCP clients to discover and invoke WordPress plugin, theme, and core abilities programmatically.

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 WordPress/mcp-adapter
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Strapi
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Strapi · recommended 1×
  2. Contentful · recommended 1×
  3. Sanity.io · recommended 1×
  4. Directus · recommended 1×
  5. WordPress · recommended 1×
  • CATEGORY QUERY
    How to enable AI agents to programmatically interact with a content management system?
    you: not recommended
    AI recommended (in order):
    1. Strapi
    2. Contentful
    3. Sanity.io
    4. Directus
    5. WordPress
    6. Drupal
    7. Ghost

    AI recommended 7 alternatives but never named WordPress/mcp-adapter. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What's a good way to expose platform features as AI agent tools using a standard protocol?
    you: not recommended
    AI recommended (in order):
    1. OpenAPI Specification
    2. JSON Schema
    3. gRPC (grpc/grpc)
    4. Protocol Buffers (protocolbuffers/protobuf)
    5. GraphQL
    6. AsyncAPI Specification
    7. WSDL
    8. SOAP
    9. JSON-RPC

    AI recommended 9 alternatives but never named WordPress/mcp-adapter. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    warn

    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 WordPress/mcp-adapter?
    pass
    AI named WordPress/mcp-adapter explicitly

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

  • If a team adopts WordPress/mcp-adapter in production, what risks or prerequisites should they evaluate first?
    pass
    AI named WordPress/mcp-adapter 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 WordPress/mcp-adapter solve, and who is the primary audience?
    pass
    AI named WordPress/mcp-adapter explicitly

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

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WordPress/mcp-adapter — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite