CodeZaiku vs Ssh MCP

A side-by-side look at the CodeZaiku and Ssh MCP MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.

CodeZaiku logoCodeZaikuCoding Agents · Local subprocess (stdio)A coding and development harness on local models or hosted APIs: code, review, research, ops.63GoodAuth: not declaredSsh MCP logoSsh MCPCoding Agents · Local subprocess (stdio)MCP server exposing SSH control for Linux and Windows servers via Model Context Protocol. Securely execute remote shell commands with password or SSH key authentication.68GreatAuth: other

Verdict: choose CodeZaiku for coding agents work as a local process; choose Ssh MCP for coding agents as a local process. You can also run both side by side in one mcpServers block.

Which MCP server should you choose?

CodeZaiku logoChoose CodeZaiku when

  • You need dedicated capabilities in the Coding Agents domain.
  • You prefer a local stdio subprocess transport.
  • You have the keys it needs: CODEZAIKU_PREFIX, CODEZAIKU_VERSION, CODEZAIKU_RUNTIME.
  • You want tools like code, fix, explore_and_fix.
Explore CodeZaiku

Ssh MCP logoChoose Ssh MCP when

  • You need dedicated capabilities in the Coding Agents domain.
  • You prefer a local stdio subprocess transport.
  • Its auth model fits you: other.
  • You have the keys it needs: SSH_MCP_PASSWORD, SSH_AUTH_SOCK.
  • You want tools like list-connections, list-sessions, open-session.
Explore Ssh MCP

Feature & specification comparison

Rows where the two servers differ are marked.

SpecCodeZaiku logoCodeZaikuSsh MCP logoSsh MCP
CategoryCoding AgentsCoding Agents
Quality signal63/100 · Good68/100 · Great
Install commandConfirmedConfirmed
TransportLocal subprocess (stdio)Local subprocess (stdio)
AuthNot declaredother
PricingNot declaredFree
Required env varsCODEZAIKU_PREFIXCODEZAIKU_VERSIONCODEZAIKU_RUNTIMESSH_MCP_PASSWORDSSH_AUTH_SOCK
Verified ownerCommunity listingCommunity listing
GitHub stars1816
Directory activity 1 views 0 installs 0 upvotes 3 views 0 installs 0 upvotes
Tools1114

Tools & capabilities

CodeZaiku tools 11

  • codeRun CodeZaiku's coding familiar on an existing project: it reads the codebase, edits files, runs the toolchain, and verifies via the project's own tests. Use for bug-fix, add-feature, refactor, test-coverage, incident, and API-migration tasks. Blocks until the loop finishes.
  • fixRun CodeZaiku's autonomous-SRE operator on a stack or host: senses health, localizes the root cause, applies a fix (validated card or read-only-recon-derived), verifies, rolls back on failure, and harm-checks. Bounded by blast-radius and an authority ladder (observe<localize<propose<guarded<unattended). Blocks until it concludes.
  • explore_and_fixExplore an entire machine and fix what's broken ? boundary = THAT machine. Enumerates all docker compose stacks, failed systemd units, and host disk/memory pressure; runs the SRE operator on each unhealthy compose stack (blast-radius + authority-ladder bounded); surfaces systemd/host issues for attention. Use to autonomously triage a whole box, not one known stack.
  • reviewREAD-ONLY code review: navigate a project (or a git diff) and return a structured findings list ([high|med|low] file:line ? problem ? suggested fix) covering correctness, security, and maintainability. Modifies nothing.
  • researchResearch a question on the WEB (searches, fetches and reads real sources, then synthesizes a cited answer). mode=broad surveys the landscape across many sources; mode=depth reads the best sources thoroughly to answer one narrow question. Read-only.
  • research_memoryInspect the RESEARCH MEMORY POOL ? findings accumulated from earlier research runs. Omit query for a summary of what has been researched; pass a query to recall relevant prior findings (so you can build on them instead of re-researching).
  • investigateREAD-ONLY incident diagnosis / RCA on a stack or host: senses and localizes the root cause but does NOT remediate. The safe 'just tell me what's wrong' entry point.
  • secureSECURITY review of a machine or stack: static posture (privileged containers, docker.sock mounts, datastores published on 0.0.0.0, weak/default credentials, image CVEs) PLUS runtime intrusion detections from the syscall detector, and for a live detection a read-only investigation proposing ONE surgical containment command. REPORTS ONLY ? it never applies a containment action, because a wrong containment is a self-inflicted outage.
  • record_conventionRecord a CONVENTION for a project ? a norm the familiar should follow HERE (typically from a bondholder accept/correct on its work). Builds the project's coding DNA, which is loaded into context on future `code` runs for that project.
  • show_conventionsShow a project's accumulated conventions (its coding DNA).
  • job_statusPoll an async tool job submitted with async:true. Returns 'running', or the final result when the job is done/failed.

Ssh MCP tools 14

  • list-connectionsDiscover available hosts and connection status
  • list-sessionsList active sessions per host
  • open-sessionCreate a named interactive (stateful) or background session
  • close-sessionClose a session. A background session's command is signalled (INT/TERM/KILL) before its channel is dropped
  • read-session-outputRead output from background sessions (e.g., `tail -f`)
  • read-commandExecute allowlisted read-only commands (`ls`, `cat`, `grep`, ...)
  • run-commandExecute arbitrary commands (destructive/privileged need approval, unless `approvalPolicy = "auto"`)
  • privileged-commandExecute with sudo (needs approval, unless `approvalPolicy = "auto"`)
  • sftp-uploadUpload a file via SFTP (replaces the destination unconditionally)
  • sftp-downloadDownload a file via SFTP
  • sftp-listList a remote directory, bounded in entries and bytes
  • sftp-upload-fileStream a local file to the remote host, never through model context
  • +2 more on 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.

CodeZaiku

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "codezaiku": {
      "command": "npx",
      "args": [
        "-y",
        "@wyrdsekai/codezaiku-mcp"
      ],
      "env": {
        "CODEZAIKU_PREFIX": "YOUR_CODEZAIKU_PREFIX_HERE",
        "CODEZAIKU_VERSION": "YOUR_CODEZAIKU_VERSION_HERE",
        "CODEZAIKU_RUNTIME": "YOUR_CODEZAIKU_RUNTIME_HERE"
      }
    }
  }
}

Ssh MCP

mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "tufantunc-ssh-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "ssh-mcp"
      ],
      "env": {
        "SSH_MCP_PASSWORD": "YOUR_SSH_MCP_PASSWORD_HERE",
        "SSH_AUTH_SOCK": "YOUR_SSH_AUTH_SOCK_HERE"
      }
    }
  }
}

Frequently asked questions

CodeZaiku is categorized under Coding Agents and uses a local stdio subprocess. Ssh MCP belongs to Coding Agents and uses a local stdio subprocess. Pick CodeZaiku for coding agents work and Ssh MCP for coding agents.

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.

CodeZaiku has no declared pricing — check the project's own site. Ssh MCP is listed as free. Auth: other. 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 codezaiku and tufantunc-ssh-mcp as separate keys in the same mcpServers object, and your assistant will call tools from either one.

On AllMCPs, CodeZaiku has a quality signal of 63/100 (Good) with 1 views, 0 installs and 1 GitHub stars. Ssh MCP has 68/100 (Great) with 3 views, 0 installs and 816 GitHub stars.