REPOGEO REPORT · LITE

miscusi-peek/cheatengine-mcp-bridge

Default branch main · commit 75350b73 · scanned 6/7/2026, 11:28:24 AM

GitHub: 817 stars · 143 forks

AI VISIBILITY SCORE

28 /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

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 miscusi-peek/cheatengine-mcp-bridge, 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

Clarify 'MCP' in the README's opening section

Why:

CURRENT

# Cheat Engine MCP Bridge
**Let multibillion $ AI datacenters analyze the program memory for you.**

COPY-PASTE FIX

# Cheat Engine MCP Bridge
Here, 'MCP' refers to the **Memory Control Protocol**, a standardized interface enabling AI agents to interact directly with Cheat Engine for memory analysis across *any* program or game.
**Let multibillion $ AI datacenters analyze the program memory for you.**

mediumabout#2
Add a homepage URL to the repository metadata
Why:
COPY-PASTE FIX
```
Add a relevant URL, such as a project website, documentation, or a demo video link.
```

mediumcomparison#3

Add a 'Comparison' section to the README

Why:

COPY-PASTE FIX

Add a section titled 'How is Cheat Engine MCP Bridge different?' or 'Comparison to other tools' that clarifies its unique position as an AI agent interface for general Cheat Engine memory analysis, distinguishing it from Minecraft-specific tools or generic AI APIs. For example: 'Unlike Minecraft-specific tools, Cheat Engine MCP Bridge provides a general-purpose AI agent interface for Cheat Engine, enabling natural language interaction for memory analysis across *any* program or game, not just Minecraft.'

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 miscusi-peek/cheatengine-mcp-bridge

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

IDA Pro

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

IDA Pro · recommended 1×
IDAPython · recommended 1×
OpenAI API · recommended 1×
GPT-4 · recommended 1×
Ghidra · recommended 1×

CATEGORY QUERY
How to leverage AI agents for automated memory scanning and reverse engineering workflows?
you: not recommended
AI recommended (in order):
1. IDA Pro
2. IDAPython
3. OpenAI API
4. GPT-4
5. Ghidra
6. GhidraDev/Python
7. Binary Ninja
8. Binary Ninja API
9. Capstone
10. Keystone
11. Volatility Framework
12. Panda
13. LangChain
14. LlamaIndex
AI recommended 14 alternatives but never named miscusi-peek/cheatengine-mcp-bridge. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What tools enable natural language interaction for game debugging and memory analysis?
you: not recommended
AI recommended (in order):
1. Unreal Engine's Gameplay Ability System (GAS)
2. spaCy
3. NLTK
4. Unity's Console Pro
5. Rasa
6. Dialogflow
7. PDB
8. GDB
9. VoiceAttack
AI recommended 9 alternatives but never named miscusi-peek/cheatengine-mcp-bridge. 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 miscusi-peek/cheatengine-mcp-bridge?
pass
AI did not name miscusi-peek/cheatengine-mcp-bridge — 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 miscusi-peek/cheatengine-mcp-bridge in production, what risks or prerequisites should they evaluate first?
pass
AI named miscusi-peek/cheatengine-mcp-bridge 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 miscusi-peek/cheatengine-mcp-bridge solve, and who is the primary audience?
pass
AI named miscusi-peek/cheatengine-mcp-bridge explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of miscusi-peek/cheatengine-mcp-bridge. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)

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HTML

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Pro

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miscusi-peek/cheatengine-mcp-bridge — 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