Comparison
cc-switch vs linkedin-mcp-server
Verdict
Pick cc-switch when cc-switch is primarily Rust; linkedin-mcp-server is Python; pick linkedin-mcp-server when linkedin-mcp-server is primarily Python; cc-switch is Rust.
Markdown twin · cc-switch alternatives · linkedin-mcp-server alternatives
GraphCanon updated 1d
vs
Trust & integrity
| Signal | cc-switch | linkedin-mcp-server |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1d · github_public_v1 | Very active (1d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Personal account As of 1d · github_public_v1 | Not a fork · Personal account As of 1d · github_public_v1 |
| Security (OSV) | No MCP manifest As of 1d · mcp_manifest | No MCP manifest As of 1d · mcp_manifest |
Tagline
- cc-switch
- A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent. Only official website: ccswitch.io
- linkedin-mcp-server
- Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.
Stars
- cc-switch
- 116k
- linkedin-mcp-server
- 2.7k
Forks
- cc-switch
- 7.8k
- linkedin-mcp-server
- 475
Open issues
- cc-switch
- 1.9k
- linkedin-mcp-server
- 90
Language
- cc-switch
- Rust
- linkedin-mcp-server
- Python
Adopt for
- cc-switch
- -
- linkedin-mcp-server
- -
Persona
- cc-switch
- -
- linkedin-mcp-server
- -
Runtime
- cc-switch
- -
- linkedin-mcp-server
- -
License
- cc-switch
- MIT
- linkedin-mcp-server
- Apache-2.0
Last pushed
- cc-switch
- Jul 11, 2026
- linkedin-mcp-server
- Jul 10, 2026
Categories
- cc-switch
- AI Agents, Developer Tools
- linkedin-mcp-server
- AI Agents, Developer Tools
Trust and health
Days since push
- cc-switch
- 0d
- linkedin-mcp-server
- 1d
Open issues (now)
- cc-switch
- 1.9k
- linkedin-mcp-server
- 90
Full report
- cc-switch
- Trust report
- linkedin-mcp-server
- Trust report
Choose cc-switch if…
- cc-switch is primarily Rust; linkedin-mcp-server is Python.
- License: cc-switch is MIT, linkedin-mcp-server is Apache-2.0.
- Tags unique to cc-switch: ai-tools, codex, desktop-app, hermes.
When NOT to use cc-switch
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Choose linkedin-mcp-server if…
- linkedin-mcp-server is primarily Python; cc-switch is Rust.
- License: linkedin-mcp-server is Apache-2.0, cc-switch is MIT.
- Tags unique to linkedin-mcp-server: ai-agents, anthropic, chatgpt, chatgpt-desktop.
When NOT to use linkedin-mcp-server
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- 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 (farion1231/cc-switch) · observed Jul 11, 2026
- GitHub forks (farion1231/cc-switch) · observed Jul 11, 2026
- Last push (farion1231/cc-switch) · observed Jul 11, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (stickerdaniel/linkedin-mcp-server) · observed Jul 11, 2026
- GitHub forks (stickerdaniel/linkedin-mcp-server) · observed Jul 11, 2026
- Last push (stickerdaniel/linkedin-mcp-server) · observed Jul 10, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: cc-switch 116k · linkedin-mcp-server 2.7k (synced Jul 11, 2026).
Common questions
- What is the difference between cc-switch and linkedin-mcp-server?
- cc-switch: A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Gemini CLI & Hermes Agent. Only official website: ccswitch.io. linkedin-mcp-server: Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.. See the comparison table for live GitHub stats and shared categories.
- When should I choose cc-switch over linkedin-mcp-server?
- Choose cc-switch over linkedin-mcp-server when cc-switch is primarily Rust; linkedin-mcp-server is Python; License: cc-switch is MIT, linkedin-mcp-server is Apache-2.0; Tags unique to cc-switch: ai-tools, codex, desktop-app, hermes.
- When should I choose linkedin-mcp-server over cc-switch?
- Choose linkedin-mcp-server over cc-switch when linkedin-mcp-server is primarily Python; cc-switch is Rust; License: linkedin-mcp-server is Apache-2.0, cc-switch is MIT; Tags unique to linkedin-mcp-server: ai-agents, anthropic, chatgpt, chatgpt-desktop.
- When should I avoid cc-switch?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- When should I avoid linkedin-mcp-server?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Is cc-switch or linkedin-mcp-server more popular on GitHub?
- cc-switch has more GitHub stars (115,863 vs 2,741). Stars measure visibility, not whether either tool fits your constraints.
- Are cc-switch and linkedin-mcp-server open source?
- Yes - both are open-source projects on GitHub (cc-switch: MIT, linkedin-mcp-server: Apache-2.0).
- Where can I find alternatives to cc-switch or linkedin-mcp-server?
- GraphCanon lists graph-backed alternatives at cc-switch alternatives and linkedin-mcp-server alternatives (cc-switch markdown twin, linkedin-mcp-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, cc-switch or linkedin-mcp-server?
- cc-switch: Very active. linkedin-mcp-server: 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 cc-switch and linkedin-mcp-server?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: cc-switch trust report; linkedin-mcp-server trust report.