INITE AI Visibility vs Optifeed Radar
A side-by-side look at the INITE AI Visibility and Optifeed Radar MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose INITE AI Visibility for marketing work as a local process; choose Optifeed Radar for marketing as a local process. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
Choose INITE AI Visibility when
- You need dedicated capabilities in the Marketing domain.
- You prefer a local stdio subprocess transport.
- You have the keys it needs:
INITE_TOKEN, INITE_MCP_URL, INITE_TOKEN_FILE, INITE_AUTH_URL. - You want tools like
check_ai_access, check_identity_files, check_page_signals.
Choose Optifeed Radar when
- You need dedicated capabilities in the Marketing domain.
- You prefer a local stdio subprocess transport.
- Its auth model fits you: API key required.
- You have the keys it needs:
OPENAI_API_KEY.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | ||
|---|---|---|
| Category | Marketing | Marketing |
| Quality signal | 59/100 · Good | 55/100 · Good |
| Install command | Confirmed | Confirmed |
| Transport | Local subprocess (stdio) | Local subprocess (stdio) |
| Auth | Not declared | API key required |
| Pricing | Not declared | BYOK (pay the provider) |
| Required env vars | INITE_TOKENINITE_MCP_URLINITE_TOKEN_FILEINITE_AUTH_URL | OPENAI_API_KEY |
| Verified owner | Community listing | Community listing |
| GitHub stars | 0 | 5 |
| Directory activity | 1 views 0 installs 0 upvotes | 4 views 0 installs 0 upvotes |
| Tools | 3 | Not listed |
| Full listing | View INITE AI Visibility | View Optifeed Radar |
Tools & capabilities
INITE AI Visibility tools 3
check_ai_accessRead a site's robots.txt and say which AI crawlers may fetch it, separating the ones that retrieve pages to answer live questions from the ones that only collect training data. Blocking the first kind is what makes a site invisible in AI answers; blocking the second costs nothing. Runs locally, no account needed.check_identity_filesProbe a site for the identity files an AI engine may look for — llms.txt, ai.json, identity.json and the rest — and report which exist. Runs locally, no account needed.check_page_signalsRead a site's homepage and report the signals an engine uses to work out what it is: title, description, canonical, hreflang and the Schema.org types in its JSON-LD. Runs locally, no account needed.
Optifeed Radar 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.
INITE AI Visibility
{
"mcpServers": {
"inite-ai-visibility": {
"command": "npx",
"args": [
"-y",
"@inite/visibility"
],
"env": {
"INITE_TOKEN": "YOUR_INITE_TOKEN_HERE",
"INITE_MCP_URL": "YOUR_INITE_MCP_URL_HERE",
"INITE_TOKEN_FILE": "YOUR_INITE_TOKEN_FILE_HERE",
"INITE_AUTH_URL": "YOUR_INITE_AUTH_URL_HERE"
}
}
}
}
Optifeed Radar
{
"mcpServers": {
"optifeed-optifeed-radar": {
"command": "npx",
"args": [
"-y",
"optifeed-radar"
],
"env": {
"OPENAI_API_KEY": "YOUR_OPENAI_API_KEY_HERE"
}
}
}
}
Frequently asked questions
INITE AI Visibility is categorized under Marketing and uses a local stdio subprocess. Optifeed Radar belongs to Marketing and uses a local stdio subprocess. Pick INITE AI Visibility for marketing work and Optifeed Radar for marketing.
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.
INITE AI Visibility has no declared pricing — check the project's own site. Optifeed Radar is bring-your-own-key: usage is billed by the API provider you supply a key for. Auth: api key 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 inite-ai-visibility and optifeed-optifeed-radar as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, INITE AI Visibility has a quality signal of 59/100 (Good) with 1 views, 0 installs and 0 GitHub stars. Optifeed Radar has 55/100 (Good) with 4 views, 0 installs and 5 GitHub stars.