Apple Fm MCP vs GoHumanize Open Humanizer
A side-by-side look at the Apple Fm MCP and GoHumanize Open Humanizer MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose Apple Fm MCP for conversational ai work as a local process; choose GoHumanize Open Humanizer for conversational ai as a local process. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
Choose Apple Fm MCP when
- You need dedicated capabilities in the Conversational AI domain.
- You prefer a local stdio subprocess transport.
- You want tools like
fm_generate, fm_summarize, fm_classify.
Choose GoHumanize Open Humanizer when
- You need dedicated capabilities in the Conversational AI domain.
- You prefer a local stdio subprocess transport.
- You have the keys it needs:
OPEN_HUMANIZER_URL, OPEN_HUMANIZER_MODEL, OPEN_HUMANIZER_API_KEY, OPEN_HUMANIZER_SAMPLES.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | ||
|---|---|---|
| Category | Conversational AI | Conversational AI |
| Quality signal | 47/100 · Fair | 44/100 · Fair |
| Install command | Confirmed | Confirmed |
| Transport | Local subprocess (stdio) | Local subprocess (stdio) |
| Auth | Not declared | Not declared |
| Pricing | Not declared | Not declared |
| Required env vars | None listed | OPEN_HUMANIZER_URLOPEN_HUMANIZER_MODELOPEN_HUMANIZER_API_KEYOPEN_HUMANIZER_SAMPLES |
| Verified owner | Community listing | Community listing |
| GitHub stars | 1 | 1 |
| Directory activity | 1 views 0 installs 0 upvotes | 1 views 0 installs 0 upvotes |
| Tools | 5 | Not listed |
| Full listing | View Apple Fm MCP | View GoHumanize Open Humanizer |
Tools & capabilities
Apple Fm MCP tools 5
fm_generateFree-form text generationfm_summarizeSummarize text into bullet pointsfm_classifyClassify text into categoriesfm_extractExtract structured data from textfm_statusCheck model availability
GoHumanize Open Humanizer 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.
Apple Fm MCP
{
"mcpServers": {
"apple-fm-mcp": {
"command": "uvx",
"args": [
"apple-fm-mcp"
]
}
}
}
GoHumanize Open Humanizer
{
"mcpServers": {
"gohumanize-open-humanizer": {
"command": "npx",
"args": [
"-y",
"gohumanize-open-humanizer-mcp"
],
"env": {
"OPEN_HUMANIZER_URL": "YOUR_OPEN_HUMANIZER_URL_HERE",
"OPEN_HUMANIZER_MODEL": "YOUR_OPEN_HUMANIZER_MODEL_HERE",
"OPEN_HUMANIZER_API_KEY": "YOUR_OPEN_HUMANIZER_API_KEY_HERE",
"OPEN_HUMANIZER_SAMPLES": "YOUR_OPEN_HUMANIZER_SAMPLES_HERE"
}
}
}
}
Frequently asked questions
Apple Fm MCP is categorized under Conversational AI and uses a local stdio subprocess. GoHumanize Open Humanizer belongs to Conversational AI and uses a local stdio subprocess. Pick Apple Fm MCP for conversational ai work and GoHumanize Open Humanizer for conversational ai.
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.
Apple Fm MCP has no declared pricing — check the project's own site. GoHumanize Open Humanizer 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 apple-fm-mcp and gohumanize-open-humanizer as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, Apple Fm MCP has a quality signal of 47/100 (Fair) with 1 views, 0 installs and 1 GitHub stars. GoHumanize Open Humanizer has 44/100 (Fair) with 1 views, 0 installs and 1 GitHub stars.