REPOGEO REPORT · LITE

saidsurucu/yargi-mcp

Default branch main · commit b69eda77 · scanned 6/17/2026, 6:27:03 AM

GitHub: 984 stars · 152 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 saidsurucu/yargi-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 "MCP" in the README title and add a concise project definition

Why:

CURRENT

# Yargı MCP: Türk Hukuk Kaynakları için MCP Sunucusu

COPY-PASTE FIX

# Yargı MCP: Türk Hukuk Kaynakları için Model Context Protocol (MCP) Sunucusu

This project provides a server implementing the Model Context Protocol (MCP) to facilitate programmatic access and integration of Turkish legal databases (Yargıtay, Danıştay, etc.) with Large Language Models (LLMs) and other clients like Claude Desktop or 5ire.

hightopics#2

Add relevant topics to the repository

Why:

CURRENT

(none)

COPY-PASTE FIX

turkish-law, legal-tech, llm, model-context-protocol, mcp, legal-databases, artificial-intelligence, nlp, data-integration, court-decisions, legislation

mediumhomepage#3
Add a homepage URL for the project
Why:
CURRENT
```
(none)
```
COPY-PASTE FIX
```
https://yargi.betaspacestudio.com
```

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 saidsurucu/yargi-mcp

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Kazancı Hukuk Otomasyon Sistemi

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Kazancı Hukuk Otomasyon Sistemi · recommended 1×
Bilgi Hukuk · recommended 1×
Türk Hukuk Sitesi · recommended 1×
Resmi Gazete · recommended 1×
Beautiful Soup · recommended 1×

CATEGORY QUERY
How can I programmatically access Turkish court decisions and legal regulations for analysis?
you: not recommended
AI recommended (in order):
1. Kazancı Hukuk Otomasyon Sistemi
2. Bilgi Hukuk
3. Türk Hukuk Sitesi
4. Resmi Gazete
5. Beautiful Soup
6. Requests
7. Scrapy
8. UYAP
AI recommended 8 alternatives but never named saidsurucu/yargi-mcp. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking a server to integrate Turkish legal jurisprudence and legislation into AI models.
you: not recommended
AI recommended (in order):
1. Elasticsearch (elastic/elasticsearch)
2. Apache Solr (apache/solr)
3. Weaviate (weaviate/weaviate)
4. Pinecone
5. PostgreSQL with pg_vector (pgvector/pgvector)
6. Milvus (milvus-io/milvus)
AI recommended 6 alternatives but never named saidsurucu/yargi-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 saidsurucu/yargi-mcp?
pass
AI named saidsurucu/yargi-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 saidsurucu/yargi-mcp in production, what risks or prerequisites should they evaluate first?
pass
AI named saidsurucu/yargi-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 saidsurucu/yargi-mcp solve, and who is the primary audience?
pass
AI did not name saidsurucu/yargi-mcp — 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?

Embed your GEO score

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MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/saidsurucu/yargi-mcp.svg)](https://repogeo.com/en/r/saidsurucu/yargi-mcp)

HTML

<a href="https://repogeo.com/en/r/saidsurucu/yargi-mcp"><img src="https://repogeo.com/badge/saidsurucu/yargi-mcp.svg" alt="RepoGEO" /></a>

Pro

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saidsurucu/yargi-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