REPOGEO REPORT · LITE

supabase-community/supabase-mcp

Default branch main · commit da182d66 · scanned 5/18/2026, 9:12:09 PM

GitHub: 2,697 stars · 351 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 supabase-community/supabase-mcp, 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 the README H1 to state the core purpose
Why:
CURRENT
```
# Supabase MCP Server
```
COPY-PASTE FIX
```
# Supabase MCP Server: Connect AI Assistants to your Supabase Project
```

hightopics#2

Add relevant topics to the repository

Why:

COPY-PASTE FIX

supabase, ai, llm, model-context-protocol, mcp, database, assistant, integration, api, data-operations

mediumreadme#3

Rephrase the introductory tagline into a direct paragraph

Why:

CURRENT

[](https://registry.modelcontextprotocol.io/?q=com.supabase%2Fmcp)

> Connect your Supabase projects to Cursor, Claude, Windsurf, and other AI assistants.

COPY-PASTE FIX

This server enables AI assistants like Cursor, Claude, and Windsurf to directly interact with your Supabase projects. It implements the Model Context Protocol (MCP) to standardize how Large Language Models (LLMs) perform tasks such as managing tables, fetching config, and querying data within your Supabase backend.

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 supabase-community/supabase-mcp

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

langchain-ai/langchain

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

langchain-ai/langchain · recommended 1×
run-llama/llama_index · recommended 1×
OpenAI Function Calling · recommended 1×
huggingface/transformers · recommended 1×
eosphoros-ai/DB-GPT · recommended 1×

CATEGORY QUERY
How can I enable an AI assistant to programmatically interact with my database?
you: not recommended
AI recommended (in order):
1. LangChain (langchain-ai/langchain)
2. LlamaIndex (run-llama/llama_index)
3. OpenAI Function Calling
4. Hugging Face Transformers (huggingface/transformers)
5. DB-GPT (eosphoros-ai/DB-GPT)
6. SQLAlchemy (sqlalchemy/sqlalchemy)
7. Microsoft Semantic Kernel (microsoft/semantic-kernel)
AI recommended 7 alternatives but never named supabase-community/supabase-mcp. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for a service to connect LLMs with a backend database for data operations.
you: not recommended
AI recommended (in order):
1. LangChain
2. LlamaIndex
3. SQLCoder
4. OpenAI Functions
5. DSPy
6. Haystack
AI recommended 6 alternatives but never named supabase-community/supabase-mcp. 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 supabase-community/supabase-mcp?
pass
AI named supabase-community/supabase-mcp explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts supabase-community/supabase-mcp in production, what risks or prerequisites should they evaluate first?
pass
AI named supabase-community/supabase-mcp 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 supabase-community/supabase-mcp solve, and who is the primary audience?
pass
AI named supabase-community/supabase-mcp explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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MARKDOWN (README)

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HTML

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supabase-community/supabase-mcp — 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