Comparison
1Panel vs mcp-language-server
Verdict
Pick 1Panel when license: 1Panel is GPL-3.0, mcp-language-server is BSD-3-Clause; pick mcp-language-server when license: mcp-language-server is BSD-3-Clause, 1Panel is GPL-3.0.
Markdown twin · 1Panel alternatives · mcp-language-server alternatives
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Trust & integrity
| Signal | 1Panel | mcp-language-server |
|---|---|---|
| Maintenance | Very active (1d since push) As of today · github_public_v1 | Slowing (131d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No MCP manifest As of today · mcp_manifest |
Tagline
- 1Panel
- A modern, open-source VPS control panel with native AI agent support
- mcp-language-server
- mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.
Stars
- 1Panel
- 36k
- mcp-language-server
- 1.6k
Forks
- 1Panel
- 3.2k
- mcp-language-server
- 138
Open issues
- 1Panel
- 278
- mcp-language-server
- 63
Language
- 1Panel
- Go
- mcp-language-server
- Go
Adopt for
- 1Panel
- 1Panel is a distinctive open-source VPS control panel with built-in support for Ollama models and OpenClaw agents, offering comprehensive server management through an intuitive web interface.
- mcp-language-server
- -
Persona
- 1Panel
- -
- mcp-language-server
- -
Runtime
- 1Panel
- -
- mcp-language-server
- -
License
- 1Panel
- GPL-3.0
- mcp-language-server
- BSD-3-Clause
Last pushed
- 1Panel
- Jul 10, 2026
- mcp-language-server
- Mar 1, 2026
Categories
- 1Panel
- AI Agents, Developer Tools
- mcp-language-server
- Developer Tools
Trust and health
Maintenance
- 1Panel
- Very active (96%)
- mcp-language-server
- Slowing (36%)
Days since push
- 1Panel
- 1d
- mcp-language-server
- 131d
Open issues (now)
- 1Panel
- 278
- mcp-language-server
- 63
Owner type
- 1Panel
- Organization
- mcp-language-server
- User
Security scan
- 1Panel
- No lockfile
- mcp-language-server
- No MCP manifest
Full report
- 1Panel
- Trust report
- mcp-language-server
- Trust report
Choose 1Panel if…
- License: 1Panel is GPL-3.0, mcp-language-server is BSD-3-Clause.
- Requirements: Min 1 GB RAM; Linux VPS required (Debian / Ubuntu / CentOS / Rocky).
- Tags unique to 1Panel: agent, docker, linux, ollama.
- Also covers AI Agents.
- - You require native support for running Ollama models directly through your VPS control panel.
When NOT to use 1Panel
- - If you do not need or want the specific features of Ollama models and OpenClaw agents support and prefer a more generalized VPS management platform.
- - For environments where existing tools already sufficiently manage your server stacks without requiring integration of AI agent functionalities.
Choose mcp-language-server if…
- License: mcp-language-server is BSD-3-Clause, 1Panel is GPL-3.0.
- Tags unique to mcp-language-server: ai, go, language-server-protocol, mcp.
- Leaner open-issue backlog (63).
When NOT to use mcp-language-server
- Last GitHub push was 132 days ago (slowing maintenance, Mar 1, 2026). Validate activity before betting a new project on mcp-language-server.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (1Panel-dev/1Panel) · observed Jul 11, 2026
- GitHub forks (1Panel-dev/1Panel) · observed Jul 11, 2026
- Last push (1Panel-dev/1Panel) · observed Jul 10, 2026
- License file (GPL-3.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (isaacphi/mcp-language-server) · observed Jul 11, 2026
- GitHub forks (isaacphi/mcp-language-server) · observed Jul 11, 2026
- Last push (isaacphi/mcp-language-server) · observed Mar 1, 2026
- License file (BSD-3-Clause) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: 1Panel 36k · mcp-language-server 1.6k (synced Jul 11, 2026).
Common questions
- What is the difference between 1Panel and mcp-language-server?
- 1Panel: A modern, open-source VPS control panel with native AI agent support. mcp-language-server: mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.. See the comparison table for live GitHub stats and shared categories.
- When should I choose 1Panel over mcp-language-server?
- Choose 1Panel over mcp-language-server when License: 1Panel is GPL-3.0, mcp-language-server is BSD-3-Clause; Requirements: Min 1 GB RAM; Linux VPS required (Debian / Ubuntu / CentOS / Rocky); Tags unique to 1Panel: agent, docker, linux, ollama; Also covers AI Agents; - You require native support for running Ollama models directly through your VPS control panel.
- When should I choose mcp-language-server over 1Panel?
- Choose mcp-language-server over 1Panel when License: mcp-language-server is BSD-3-Clause, 1Panel is GPL-3.0; Tags unique to mcp-language-server: ai, go, language-server-protocol, mcp; Leaner open-issue backlog (63).
- When should I avoid 1Panel?
- - If you do not need or want the specific features of Ollama models and OpenClaw agents support and prefer a more generalized VPS management platform. - For environments where existing tools already sufficiently manage your server stacks without requiring integration of AI agent functionalities.
- When should I avoid mcp-language-server?
- Last GitHub push was 132 days ago (slowing maintenance, Mar 1, 2026). Validate activity before betting a new project on mcp-language-server. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Is 1Panel or mcp-language-server more popular on GitHub?
- 1Panel has more GitHub stars (36,174 vs 1,567). Stars measure visibility, not whether either tool fits your constraints.
- Are 1Panel and mcp-language-server open source?
- Yes - both are open-source projects on GitHub (1Panel: GPL-3.0, mcp-language-server: BSD-3-Clause).
- Where can I find alternatives to 1Panel or mcp-language-server?
- GraphCanon lists graph-backed alternatives at 1Panel alternatives and mcp-language-server alternatives (1Panel markdown twin, mcp-language-server 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, 1Panel or mcp-language-server?
- 1Panel: Very active. mcp-language-server: Slowing. 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 1Panel and mcp-language-server?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: 1Panel trust report; mcp-language-server trust report.