René's URL Explorer Experiment

Title: GitHub - tirth8205/code-review-graph: Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows. · GitHub

Open Graph Title: GitHub - tirth8205/code-review-graph: Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.

X Title: GitHub - tirth8205/code-review-graph: Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.

Description: Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows. - tirth8205/code-review-graph

Open Graph Description: Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-rep...

X Description: Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-rep...

Opengraph URL: https://github.com/tirth8205/code-review-graph

X: @github

direct link

Domain: github.com

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	https://github.com/
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MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
Code QualityEnforce quality at merge	https://github.com/features/code-quality
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
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README.md	https://github.com/tirth8205/code-review-graph/blob/main/README.md
README.zh-CN.md	https://github.com/tirth8205/code-review-graph/blob/main/README.zh-CN.md
README.zh-CN.md	https://github.com/tirth8205/code-review-graph/blob/main/README.zh-CN.md
SECURITY.md	https://github.com/tirth8205/code-review-graph/blob/main/SECURITY.md
SECURITY.md	https://github.com/tirth8205/code-review-graph/blob/main/SECURITY.md
action.yml	https://github.com/tirth8205/code-review-graph/blob/main/action.yml
action.yml	https://github.com/tirth8205/code-review-graph/blob/main/action.yml
pyproject.toml	https://github.com/tirth8205/code-review-graph/blob/main/pyproject.toml
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README	https://github.com/tirth8205/code-review-graph
Code of conduct	https://github.com/tirth8205/code-review-graph
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MIT license	https://github.com/tirth8205/code-review-graph
Security	https://github.com/tirth8205/code-review-graph
	https://github.com/tirth8205/code-review-graph#code-review-graph
English	https://github.com/tirth8205/code-review-graph/blob/main/README.md
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हिन्दी	https://github.com/tirth8205/code-review-graph/blob/main/README.hi-IN.md
	https://pypi.org/project/code-review-graph/
	https://pepy.tech/project/code-review-graph
	https://github.com/tirth8205/code-review-graph/stargazers
	https://opensource.org/licenses/MIT
	https://github.com/tirth8205/code-review-graph/actions/workflows/ci.yml
	https://www.python.org/
	https://modelcontextprotocol.io/
	https://code-review-graph.com
	https://discord.gg/3p58KXqGFN
Usage	https://github.com/tirth8205/code-review-graph/blob/main/docs/USAGE.md
Commands	https://github.com/tirth8205/code-review-graph/blob/main/docs/COMMANDS.md
FAQ	https://github.com/tirth8205/code-review-graph/blob/main/docs/FAQ.md
Troubleshooting	https://github.com/tirth8205/code-review-graph/blob/main/docs/TROUBLESHOOTING.md
GitHub Action	https://github.com/tirth8205/code-review-graph/blob/main/docs/GITHUB_ACTION.md
Reproducing the benchmarks	https://github.com/tirth8205/code-review-graph/blob/main/docs/REPRODUCING.md
Roadmap	https://github.com/tirth8205/code-review-graph/blob/main/docs/ROADMAP.md
Tree-sitter	https://tree-sitter.github.io/tree-sitter/
MCP	https://modelcontextprotocol.io/
	https://github.com/tirth8205/code-review-graph/blob/main/diagrams/diagram1_before_vs_after.png
	https://github.com/tirth8205/code-review-graph#quick-start
	https://github.com/tirth8205/code-review-graph/blob/main/diagrams/diagram8_supported_platforms.png
uv	https://docs.astral.sh/uv/
	https://github.com/tirth8205/code-review-graph#how-it-works
	https://github.com/tirth8205/code-review-graph/blob/main/diagrams/diagram7_mcp_integration_flow.png
	https://github.com/tirth8205/code-review-graph/blob/main/diagrams/diagram2_architecture_pipeline.png
	https://github.com/tirth8205/code-review-graph#blast-radius-analysis
	https://github.com/tirth8205/code-review-graph/blob/main/diagrams/diagram3_blast_radius.png
	https://github.com/tirth8205/code-review-graph#incremental-updates-in--2-seconds
	https://github.com/tirth8205/code-review-graph/blob/main/diagrams/diagram4_incremental_update.png
	https://github.com/tirth8205/code-review-graph#the-monorepo-problem-solved
	https://github.com/tirth8205/code-review-graph/blob/main/diagrams/diagram6_monorepo_funnel.png
	https://github.com/tirth8205/code-review-graph#broad-language-coverage--jupyter-notebooks
	https://github.com/tirth8205/code-review-graph/blob/main/diagrams/diagram9_language_coverage.png
	https://github.com/tirth8205/code-review-graph#add-your-own-language-no-fork-needed
docs/CUSTOM_LANGUAGES.md	https://github.com/tirth8205/code-review-graph/blob/main/docs/CUSTOM_LANGUAGES.md
	https://github.com/tirth8205/code-review-graph#risk-scored-pr-reviews-in-ci-github-action
docs/GITHUB_ACTION.md	https://github.com/tirth8205/code-review-graph/blob/main/docs/GITHUB_ACTION.md
.github/workflows/pr-review.yml	https://github.com/tirth8205/code-review-graph/blob/main/.github/workflows/pr-review.yml
	https://github.com/tirth8205/code-review-graph#benchmarks
	https://github.com/tirth8205/code-review-graph/blob/main/diagrams/diagram5_benchmark_board.png
docs/REPRODUCING.md	https://github.com/tirth8205/code-review-graph/blob/main/docs/REPRODUCING.md
.github/workflows/eval.yml	https://github.com/tirth8205/code-review-graph/blob/main/.github/workflows/eval.yml
docs/REPRODUCING.md	https://github.com/tirth8205/code-review-graph/blob/main/docs/REPRODUCING.md
docs/REPRODUCING.md	https://github.com/tirth8205/code-review-graph/blob/main/docs/REPRODUCING.md
	https://github.com/tirth8205/code-review-graph#limitations-and-known-weaknesses
	https://github.com/tirth8205/code-review-graph#features
	https://github.com/tirth8205/code-review-graph#usage
docs/REPRODUCING.md	https://github.com/tirth8205/code-review-graph/blob/main/docs/REPRODUCING.md
docs/COMMANDS.md	https://github.com/tirth8205/code-review-graph/blob/main/docs/COMMANDS.md#standalone-daemon-cli-crg-daemon
	https://github.com/tirth8205/code-review-graph#environment-variables
	https://github.com/tirth8205/code-review-graph#tool-filtering
	https://github.com/tirth8205/code-review-graph#faq--how-it-compares
docs/FAQ.md	https://github.com/tirth8205/code-review-graph/blob/main/docs/FAQ.md
vs LSP / language servers	https://github.com/tirth8205/code-review-graph/blob/main/docs/FAQ.md#how-is-this-different-from-lsp-and-language-servers
vs RAG / embeddings	https://github.com/tirth8205/code-review-graph/blob/main/docs/FAQ.md#isnt-this-just-rag
vs grep / agentic search	https://github.com/tirth8205/code-review-graph/blob/main/docs/FAQ.md#why-not-just-grep
vs Serena, codegraph, claude-context, repomix	https://github.com/tirth8205/code-review-graph/blob/main/docs/FAQ.md#how-does-it-compare-to-serena-codegraph-claude-context-and-repomix
When NOT to use it	https://github.com/tirth8205/code-review-graph/blob/main/docs/FAQ.md#when-should-i-not-use-it
Does it phone home?	https://github.com/tirth8205/code-review-graph/blob/main/docs/FAQ.md#does-it-phone-home
How do I verify it is working?	https://github.com/tirth8205/code-review-graph/blob/main/docs/FAQ.md#how-do-i-verify-it-is-working
	https://github.com/tirth8205/code-review-graph#troubleshooting
	https://github.com/tirth8205/code-review-graph#pip--pipx-cannot-download-hatchling-or-errno-9--bad-file-descriptor-to-pypi
uv	https://docs.astral.sh/uv/
	https://github.com/tirth8205/code-review-graph#windows-configuration-issues-invalid-json--connection-closed
	https://github.com/tirth8205/code-review-graph#contributing
	https://github.com/tirth8205/code-review-graph#licence
LICENSE	https://github.com/tirth8205/code-review-graph/blob/main/LICENSE
code-review-graph.com	https://code-review-graph.com
code-review-graph.com	https://code-review-graph.com
python	https://github.com/topics/python
tree-sitter	https://github.com/topics/tree-sitter
mcp	https://github.com/topics/mcp
static-analysis	https://github.com/topics/static-analysis
incremental	https://github.com/topics/incremental
knowledge-graph	https://github.com/topics/knowledge-graph
code-review	https://github.com/topics/code-review
claude	https://github.com/topics/claude
llm	https://github.com/topics/llm
graphrag	https://github.com/topics/graphrag
ai-coding	https://github.com/topics/ai-coding
claude-code	https://github.com/topics/claude-code
Readme	https://github.com/tirth8205/code-review-graph#readme-ov-file
MIT license	https://github.com/tirth8205/code-review-graph#MIT-1-ov-file
Code of conduct	https://github.com/tirth8205/code-review-graph#coc-ov-file
Contributing	https://github.com/tirth8205/code-review-graph#contributing-ov-file
Security policy	https://github.com/tirth8205/code-review-graph#security-ov-file
Please reload this page	https://github.com/tirth8205/code-review-graph
Activity	https://github.com/tirth8205/code-review-graph/activity
2.3k forks	https://github.com/tirth8205/code-review-graph/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Ftirth8205%2Fcode-review-graph&report=tirth8205+%28user%29
Releases 28	https://github.com/tirth8205/code-review-graph/releases
v2.3.7 Latest Jul 18, 2026	https://github.com/tirth8205/code-review-graph/releases/tag/v2.3.7
+ 27 releases	https://github.com/tirth8205/code-review-graph/releases
Packages 0	https://github.com/users/tirth8205/packages?repo_name=code-review-graph
Please reload this page	https://github.com/tirth8205/code-review-graph
Please reload this page	https://github.com/tirth8205/code-review-graph
Contributors	https://github.com/tirth8205/code-review-graph/graphs/contributors
Please reload this page	https://github.com/tirth8205/code-review-graph
Python 94.0%	https://github.com/tirth8205/code-review-graph/search?l=python
TypeScript 5.8%	https://github.com/tirth8205/code-review-graph/search?l=typescript
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Status	https://www.githubstatus.com/
Community	https://github.community/
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