Llm Context.py vs Ellmos Clatcher MCP
A side-by-side look at the Llm Context.py and Ellmos Clatcher MCP MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose Llm Context.py for file systems work as a local process; choose Ellmos Clatcher MCP for file systems as a local process. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
Choose Llm Context.py when
- You need dedicated capabilities in the File Systems domain.
- You prefer a local stdio subprocess transport.
- Its auth model fits you: No auth required.
Choose Ellmos Clatcher MCP when
- You need dedicated capabilities in the File Systems domain.
- You prefer a local stdio subprocess transport.
- You want tools like
fix_json, fix_encoding, fix_umlauts.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | ||
|---|---|---|
| Category | File Systems | File Systems |
| Quality signal | 47/100 · Fair | 56/100 · Good |
| Install command | Confirmed | Confirmed |
| Transport | Local subprocess (stdio) | Local subprocess (stdio) |
| Auth | No auth required | Not declared |
| Pricing | Free | Not declared |
| Required env vars | None listed | None listed |
| Verified owner | Community listing | Community listing |
| GitHub stars | 307 | 1 |
| Directory activity | 2 views 0 installs 0 upvotes | 0 views 0 installs 0 upvotes |
| Tools | Not listed | 12 |
| Full listing | View Llm Context.py | View Ellmos Clatcher MCP |
Tools & capabilities
Llm Context.py tools
No tool names declared yet. Check the project README from the listing page.
Ellmos Clatcher MCP tools 12
fix_jsonRepair broken JSON: strip comments, trailing commas, single quotes, BOM/NULfix_encodingFix encoding issues: BOM removal, double-encoded UTF-8, cp1252 artifactsfix_umlautsFix broken German umlauts from double-encoding (e.g. `ä` -> `ä`)convert_formatConvert between JSON, YAML, TOML, XML, CSV, and INIdetect_dupesFind duplicate files by content hash (SHA256), grouped by identical contentfolder_diffCompare two directories, or take a snapshot and diff on next callbatch_renameRename files using regex patterns, with dry-run previewarchiveCreate, extract, or list ZIP archiveschecksumCalculate file hashes (SHA256, MD5, SHA1, SHA512) with optional verificationcleanup_fileRemove BOM, trailing whitespace, fix line endings, strip NUL bytesscan_emojiFind emoji characters in code filesregex_testTest regex patterns against text, showing all matches with groups
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.
Llm Context.py
{
"mcpServers": {
"cyberchitta-llm-context-py": {
"command": "uvx",
"args": [
"--from",
"llm-context",
"lc-mcp"
]
}
}
}
Ellmos Clatcher MCP
{
"mcpServers": {
"ellmos-clatcher-mcp": {
"command": "npx",
"args": [
"-y",
"ellmos-clatcher-mcp"
]
}
}
}
Frequently asked questions
Llm Context.py is categorized under File Systems and uses a local stdio subprocess. Ellmos Clatcher MCP belongs to File Systems and uses a local stdio subprocess. Pick Llm Context.py for file systems work and Ellmos Clatcher MCP for file systems.
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.
Llm Context.py is listed as free. Auth: no auth required. Ellmos Clatcher MCP has no declared pricing — check the project's own site. 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 cyberchitta-llm-context-py and ellmos-clatcher-mcp as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, Llm Context.py has a quality signal of 47/100 (Fair) with 2 views, 0 installs and 307 GitHub stars. Ellmos Clatcher MCP has 56/100 (Good) with 0 views, 0 installs and 1 GitHub stars.