Ruv Swarm vs Codegraphcontext
A side-by-side look at the Ruv Swarm and Codegraphcontext MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose Ruv Swarm for developer tools work as a local process; choose Codegraphcontext for developer tools as a local process. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
Choose Ruv Swarm when
- You need dedicated capabilities in the Developer Tools domain.
- You prefer a local stdio subprocess transport.
- Its auth model fits you: No auth required.
Choose Codegraphcontext when
- You need dedicated capabilities in the Developer Tools domain.
- You prefer a local stdio subprocess transport.
- Its auth model fits you: No auth required.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | ||
|---|---|---|
| Category | Developer Tools | Developer Tools |
| Quality signal | 51/100 · Good | 64/100 · Good |
| Install command | Confirmed | Confirmed |
| Transport | Local subprocess (stdio) | Local subprocess (stdio) |
| Auth | No auth required | No auth required |
| Pricing | Free | Free |
| Required env vars | None listed |
Tools & capabilities
Ruv Swarm tools
No tool names declared yet. Check the project README from the listing page.
Codegraphcontext tools
No tool names declared yet. Check the project README from the listing page.
Ready-to-paste client configs
Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.
Ruv Swarm
{
"mcpServers": {
"ruv-swarm": {
"command": "npx",
"args": [
"-y",
"ruv-swarm@latest"
]
}
}
}
Codegraphcontext
{
"mcpServers": {
"shashankss1205-codegraphcontext": {
"command": "uvx",
"args": [
"kuzu"
]
}
}
}
Frequently asked questions
Ruv Swarm is categorized under Developer Tools and uses a local stdio subprocess. Codegraphcontext belongs to Developer Tools and uses a local stdio subprocess. Pick Ruv Swarm for developer tools work and Codegraphcontext for developer tools.
Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.
Ruv Swarm is listed as free. Auth: no auth required. Codegraphcontext is listed as free. Auth: no auth required. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.
Yes. MCP clients support multiple servers: add ruv-swarm and shashankss1205-codegraphcontext as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, Ruv Swarm has a quality signal of 51/100 (Good) with 3 views, 0 installs and 385 GitHub stars. Codegraphcontext has 64/100 (Good) with 4 views, 0 installs and 4,270 GitHub stars.