Comparison
github-mcp-server vs code-review-graph
Verdict
Pick github-mcp-server if gitHub's official Marketplace Customer Portal service provider in Go; pick code-review-graph if code-review-graph provides a local-first code intelligence graph specifically for MCP and CLI, optimizing AI coding tool reviews by focusing on necessary contexts in large repositories.
Markdown twin · github-mcp-server alternatives · code-review-graph alternatives
GraphCanon updated 4w
vs
Trust & integrity
| Signal | github-mcp-server | code-review-graph |
|---|---|---|
| Maintenance | Very active (1d since push) As of 4w · github_public_v1 | Very active (0d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4w · github_public_v1 | Not a fork · Personal account As of 4w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- github-mcp-server
- GitHub's official MCP Server
- code-review-graph
- Local-first code intelligence graph for MCP and CLI.
Stars
- github-mcp-server
- 32k
- code-review-graph
- 26k
Forks
- github-mcp-server
- 4.6k
- code-review-graph
- 2.5k
Open issues
- github-mcp-server
- 337
- code-review-graph
- 122
Language
- github-mcp-server
- Go
- code-review-graph
- Python
Adopt for
- github-mcp-server
- GitHub's official Marketplace Customer Portal service provider in Go.
- code-review-graph
- code-review-graph provides a local-first code intelligence graph specifically for MCP and CLI, optimizing AI coding tool reviews by focusing on necessary contexts in large repositories.
Persona
- github-mcp-server
- -
- code-review-graph
- -
Runtime
- github-mcp-server
- -
- code-review-graph
- -
License
- github-mcp-server
- MIT
- code-review-graph
- MIT
Last pushed
- github-mcp-server
- Jul 24, 2026
- code-review-graph
- Jul 25, 2026
Categories
- github-mcp-server
- Developer Tools
- code-review-graph
- Developer Tools, LLM Frameworks
Trust and health
Days since push
- github-mcp-server
- 1d
- code-review-graph
- 0d
Open issues (now)
- github-mcp-server
- 337
- code-review-graph
- 122
Owner type
- github-mcp-server
- Organization
- code-review-graph
- User
Full report
- github-mcp-server
- Trust report
- code-review-graph
- Trust report
Shared compatibility
- Cursor · github-mcp-server: Works with Cursor · code-review-graph: Works with Cursor
- VS Code · github-mcp-server: Works with VS Code · code-review-graph: Works with VS Code
- Windsurf · github-mcp-server: Works with Windsurf · code-review-graph: Works with Windsurf
Choose github-mcp-server if…
- github-mcp-server is primarily Go; code-review-graph is Python.
- Tags unique to github-mcp-server: github, mcp-server.
- github-mcp-server ships Docker support for self-hosted deployment.
- Integrate with GitHub's Marketplace services directly through an official server.
When NOT to use github-mcp-server
- Seeking a non-Google language implementation or if Go is not part of your tech stack.
- Looking for more generalized CI/CD tools that don't focus on GitHub's marketplace.
Choose code-review-graph if…
- code-review-graph is primarily Python; github-mcp-server is Go.
- Tags unique to code-review-graph: ai-coding, claude, code-review, graphrag.
- Also covers LLM Frameworks.
- When working with extensive codebases where context-specific reviews are essential
When NOT to use code-review-graph
- For projects that do not benefit from a persistent map of codebase contexts, like small independent scripts
- If developers prefer cloud-based continuous integration setups over local-first solutions for code intelligence enhancement
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (github/github-mcp-server) · observed Jul 26, 2026
- GitHub forks (github/github-mcp-server) · observed Jul 26, 2026
- Last push (github/github-mcp-server) · observed Jul 24, 2026
- License file (MIT) · observed Jul 26, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (tirth8205/code-review-graph) · observed Jul 26, 2026
- GitHub forks (tirth8205/code-review-graph) · observed Jul 26, 2026
- Last push (tirth8205/code-review-graph) · observed Jul 25, 2026
- License file (MIT) · observed Jul 26, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: github-mcp-server 32k · code-review-graph 26k (synced Jul 26, 2026).
Common questions
- What is the difference between github-mcp-server and code-review-graph?
- github-mcp-server: GitHub's official MCP Server. code-review-graph: Local-first code intelligence graph for MCP and CLI.. See the comparison table for live GitHub stats and shared categories.
- When should I choose github-mcp-server over code-review-graph?
- Choose github-mcp-server over code-review-graph when github-mcp-server is primarily Go; code-review-graph is Python; Tags unique to github-mcp-server: github, mcp-server; github-mcp-server ships Docker support for self-hosted deployment; Integrate with GitHub's Marketplace services directly through an official server.
- When should I choose code-review-graph over github-mcp-server?
- Choose code-review-graph over github-mcp-server when code-review-graph is primarily Python; github-mcp-server is Go; Tags unique to code-review-graph: ai-coding, claude, code-review, graphrag; Also covers LLM Frameworks; When working with extensive codebases where context-specific reviews are essential.
- When should I avoid github-mcp-server?
- Seeking a non-Google language implementation or if Go is not part of your tech stack. Looking for more generalized CI/CD tools that don't focus on GitHub's marketplace.
- When should I avoid code-review-graph?
- For projects that do not benefit from a persistent map of codebase contexts, like small independent scripts If developers prefer cloud-based continuous integration setups over local-first solutions for code intelligence enhancement
- Is github-mcp-server or code-review-graph more popular on GitHub?
- github-mcp-server has more GitHub stars (31,720 vs 26,442). Stars measure visibility, not whether either tool fits your constraints.
- Are github-mcp-server and code-review-graph open source?
- Yes - both are open-source projects on GitHub (github-mcp-server: MIT, code-review-graph: MIT).
- Where can I find alternatives to github-mcp-server or code-review-graph?
- GraphCanon lists graph-backed alternatives at github-mcp-server alternatives and code-review-graph alternatives (github-mcp-server markdown twin, code-review-graph markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, github-mcp-server or code-review-graph?
- github-mcp-server: Very active. code-review-graph: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for github-mcp-server and code-review-graph?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: github-mcp-server trust report; code-review-graph trust report.