Comparison
mcp-language-server vs code-review-graph
Verdict
Pick mcp-language-server if the mcp-language-server offers MCP enabled clients access to functions such as get definition, references, rename, and diagnostics; 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 · mcp-language-server alternatives · code-review-graph alternatives
GraphCanon updated 4w
vs
Trust & integrity
| Signal | mcp-language-server | code-review-graph |
|---|---|---|
| Maintenance | Slowing (147d since push) As of 4w · github_public_v1 | Very active (0d since push) As of 1mo · github_public_v1 |
| Provenance | Not a fork · Personal account As of 4w · github_public_v1 | Not a fork · Personal account As of 1mo · 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
- mcp-language-server
- Provides MCP enabled clients with semantic tools for code understanding and manipulation
- code-review-graph
- Local-first code intelligence graph for MCP and CLI.
Stars
- mcp-language-server
- 1.6k
- code-review-graph
- 26k
Forks
- mcp-language-server
- 138
- code-review-graph
- 2.5k
Open issues
- mcp-language-server
- 64
- code-review-graph
- 122
Language
- mcp-language-server
- Go
- code-review-graph
- Python
Adopt for
- mcp-language-server
- The mcp-language-server offers MCP enabled clients access to functions such as get definition, references, rename, and diagnostics.
- 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
- mcp-language-server
- -
- code-review-graph
- -
Runtime
- mcp-language-server
- -
- code-review-graph
- -
License
- mcp-language-server
- BSD-3-Clause
- code-review-graph
- MIT
Last pushed
- mcp-language-server
- Mar 1, 2026
- code-review-graph
- Jul 25, 2026
Categories
- mcp-language-server
- Developer Tools
- code-review-graph
- Developer Tools, LLM Frameworks
Trust and health
Maintenance
- mcp-language-server
- Slowing (36%)
- code-review-graph
- Very active (96%)
Days since push
- mcp-language-server
- 147d
- code-review-graph
- 0d
Open issues (now)
- mcp-language-server
- 64
- code-review-graph
- 122
Full report
- mcp-language-server
- Trust report
- code-review-graph
- Trust report
Shared compatibility
- Python · mcp-language-server: Python runtime · code-review-graph: Python runtime
Choose mcp-language-server if…
- mcp-language-server is primarily Go; code-review-graph is Python.
- License: mcp-language-server is BSD-3-Clause, code-review-graph is MIT.
- Tags unique to mcp-language-server: ai, language-server-protocol, model-context-protocol.
- Use when working on projects that leverage the Model Context Protocol for enhanced code understanding and manipulation capabilities.
When NOT to use mcp-language-server
- Avoid it if your workflow does not support or require the Model Context Protocol.
- Do not use when working in environments that mandate using a language server not based on Go, since mcp-language-server is written in Go.
Choose code-review-graph if…
- code-review-graph is primarily Python; mcp-language-server is Go.
- License: code-review-graph is MIT, mcp-language-server is BSD-3-Clause.
- 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 (isaacphi/mcp-language-server) · observed Jul 27, 2026
- GitHub forks (isaacphi/mcp-language-server) · observed Jul 27, 2026
- Last push (isaacphi/mcp-language-server) · observed Mar 1, 2026
- License file (BSD-3-Clause) · observed Jul 27, 2026
- Decision facts (enrichment) · observed Jul 16, 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: mcp-language-server 1.6k · code-review-graph 26k (synced Jul 27, 2026).
Common questions
- What is the difference between mcp-language-server and code-review-graph?
- mcp-language-server: Provides MCP enabled clients with semantic tools for code understanding and manipulation. 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 mcp-language-server over code-review-graph?
- Choose mcp-language-server over code-review-graph when mcp-language-server is primarily Go; code-review-graph is Python; License: mcp-language-server is BSD-3-Clause, code-review-graph is MIT; Tags unique to mcp-language-server: ai, language-server-protocol, model-context-protocol; Use when working on projects that leverage the Model Context Protocol for enhanced code understanding and manipulation capabilities.
- When should I choose code-review-graph over mcp-language-server?
- Choose code-review-graph over mcp-language-server when code-review-graph is primarily Python; mcp-language-server is Go; License: code-review-graph is MIT, mcp-language-server is BSD-3-Clause; 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 mcp-language-server?
- Avoid it if your workflow does not support or require the Model Context Protocol. Do not use when working in environments that mandate using a language server not based on Go, since mcp-language-server is written in Go.
- 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 mcp-language-server or code-review-graph more popular on GitHub?
- code-review-graph has more GitHub stars (26,442 vs 1,570). Stars measure visibility, not whether either tool fits your constraints.
- Are mcp-language-server and code-review-graph open source?
- Yes - both are open-source projects on GitHub (mcp-language-server: BSD-3-Clause, code-review-graph: MIT).
- Where can I find alternatives to mcp-language-server or code-review-graph?
- GraphCanon lists graph-backed alternatives at mcp-language-server alternatives and code-review-graph alternatives (mcp-language-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, mcp-language-server or code-review-graph?
- mcp-language-server: Slowing. 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 mcp-language-server and code-review-graph?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: mcp-language-server trust report; code-review-graph trust report.