Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
17 tools for code analysis, JSON repair, encoding fix, format conversion, diff, and regex.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
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Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"bach-codecommander": {
"command": "npx",
"args": [
"-y",
"bach-codecommander-mcp"
]
}
}
}Run this in your terminal
claude mcp add bach-codecommander -- npx -y bach-codecommander-mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"bach-codecommander": {
"command": "npx",
"args": [
"-y",
"bach-codecommander-mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"bach-codecommander": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"bach-codecommander-mcp"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
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These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account lukisch, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (1.3.0) reached the registry 9 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Spec Driven Development, Remote Desktop Commander, AvaHR
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
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English | Deutsch | Español | 简体中文 | 日本語 | Русский | Français | हिन्दी | العربية | বাংলা | Português
The README navigation lists the available documentation languages. Section 11 separately describes the runtime languages used for tool output messages and diagnostics. This does not claim that MCP discovery or schema descriptions, the GUI, CLI, or API are translated.
*Part of the ellmos-ai family.*
[!NOTE]
For AI Assistants & LLMs: Machine-readable indexing documentation for this repository is available at
llms.txt. The server exposes 23 specialized tools under thecc_prefix.
A developer-focused Model Context Protocol (MCP) server that gives AI assistants code analysis, structural Python editing, JSON repair, encoding fix, import organization, format conversion, file diff, and regex testing capabilities.
23 tools optimized for developers - the coding companion to FileCommander.
Discoverability: Published on npm as ellmos-codecommander-mcp, visible on Glama, and prepared for the official MCP Registry with server.json under io.github.ellmos-ai/ellmos-codecommander-mcp. Registry and directory manifests server.json, glama.json, smithery.yaml, and llms.txt are maintained in full parity.
While FileCommander handles filesystem operations and system processes, CodeCommander focuses specifically on code intelligence and developer precision:
.py files explicitly instead of producing Python-shaped false findings.CodeCommander MCP is engineered to address key bottlenecks in modern autonomous AI coding, local multi-agent swarms, and safety-compliant developer tooling:
cc_extract_classes, cc_analyze_methods), preview-safe structural editing with unified diffs (cc_python_structural_edit), automatic indentation checking (cc_check_indentation), and deterministic JSON repair (cc_fix_json).cc_convert_format), non-destructive encoding and umlaut repair (cc_fix_encoding, cc_fix_umlauts), isolated runtime import diagnostics (cc_runtime_import_diagnose), and interactive regex tester (cc_regex_test).INV-LOCAL-01), unprivileged user-space execution (INV-SEC-02), mandatory timestamped .bak backups before mutations (INV-BAK-04), dry-run diff preview safety (INV-PREV-03), and isolated subprocess timeouts (INV-ISOL-05).package.json, server.json, glama.json, smithery.yaml, and llms.txt, verified by automated contract tests and a complete open-source license audit (THIRD_PARTY_LICENSES.md).mcp code analysis servermodel context protocol python ast toolsmcp server codecommanderpython structural edit mcpclaude code developer mcp servermcp json repair and encoding fixlocal-first mcp tools for codingmcp python runtime import diagnoseformat converter mcp json yaml toml toonoffline code intelligence mcp serverThe following matrix compares CodeCommander MCP against alternative developer tooling approaches across 10 critical operational dimensions:
| Dimension / Capability | Generic File MCP | Raw Shell / Ad-Hoc Scripts | Heavyweight Cloud LLMOps | Traditional IDE Plugins | ellmos CodeCommander MCP |
|---|---|---|---|---|---|
| 1. AST Code Intelligence | None (raw text reads) | Requires custom python scripts | Cloud parser required | Built-in (GUI only) | Native AST & regex JS/TS (`cc_analyze_code`) |
| 2. Safe Structural Edit Preview | None (blind overwrite) | High risk (sed/awk) | Cloud gateway dependent | Interactive dialog | Preview-safe diffs (`mode: "preview"`) |
| 3. Mandatory Pre-Mutation Backups | None | Manual scripting | None | Local history (opaque) | Automatic `.bak` creation (`INV-BAK-04`) |
| 4. Runtime Import Diagnostics | None | Unsafe direct execution | None | Partial / static only | Isolated subprocess + timeout (`INV-ISOL-05`) |
| 5. Encoding & Mojibake Recovery | None | Fragile iconv calls | None | Basic encoding switch | 27+ Mojibake, 70+ Umlauts (`cc_fix_encoding`) |
| 6. Universal Format Conversion | None | Multiple disparate CLI tools | SaaS conversion API | Multi-plugin setup | Lossless 7 formats (`JSON/YAML/TOML/XML/TOON`) |
| 7. Diff Engine & Regex Workbench | None | Basic diff/grep | None | GUI panel only | LCS Unified Diff & Regex with groups/replace |
| 8. Local-First & Zero-Egress | Host-dependent | Local | Cloud egress / telemetry | Often connects to cloud | 100% Offline Stdio JSON-RPC (`INV-LOCAL-01`) |
| 9. Multi-Language (i18n) Support | English
Only the beginning is shown; read the rest in the repo