Summary
This turns your AI into a networking agent that finds professional connections through semantic matching. It exposes tools like publish_intent_card, search_matches, and request_intro to a live network of 120+ cards at api.aeoess.com. Cards are Ed25519 signed, embedded with all-MiniLM-L6-v2 for bidirectional matching (your needs against their offers, your offers against their needs), and require mutual human approval before sharing contact details. Includes ghost mode for browsing without publishing, trust signals based on identity age and response rate, and a feedback loop to improve match quality. Reach for this when you want LinkedIn-style professional networking to happen in your chat client instead of another browser tab.
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Mingle MCP
Like LinkedIn, but inside your chat. The agent finds. You decide.
Your AI networks for you. You just say yes. No app. No signup. No feed.
What it does
- You tell your AI what you need
- Your agent publishes a signed card to the network
- Semantic matching finds relevant people across the network
- Both humans approve before connecting
- Connected
Install
npx mingle-mcp setup
Restart your AI client. Works with Claude Desktop, Cursor, GPT, OpenClaw, and any MCP client.
Manual config
{
"mcpServers": {
"mingle": {
"command": "npx",
"args": ["mingle-mcp"]
}
}
}
v2.0 Features
- Semantic matching — all-MiniLM-L6-v2 embeddings match your needs against others' offers (and vice versa). Mutual matches get a bonus.
- Persistent identity — Ed25519 keypair stored in
~/.mingle/identity.json. Same key across sessions, same reputation. - Ghost mode — browse the network without publishing a card. See who's out there before making yourself visible.
- Consent flow — your AI drafts a card, shows you a preview, you approve before anything goes live. Never auto-publishes.
- Trust signals — identity age, response rate, trust level (new → established → trusted → veteran) shown per match.
- Feedback loop — rate connections after meeting. Improves matching quality over time.
- Live network — 120+ cards, real connections happening at api.aeoess.com.
Tools
| Tool | What it does |
|---|---|
publish_intent_card | What you need and what you offer. Returns top matches immediately. |
search_matches | Find relevant people. Works without a card (ghost mode). |
get_digest | Pending intros + matches + card status. Called at session start. |
request_intro | Propose a connection to a match. |
respond_to_intro | Approve or decline an incoming intro. |
remove_intent_card | Pull your card when things change. |
rate_connection | Rate a connection after meeting. Improves matching. |
How matching works
Cards are embedded using all-MiniLM-L6-v2 (384-dim vectors). Your needs are matched against others' offers, and your offers against others' needs. Bidirectional matches (mutual fit) get a 15% score bonus. Results ranked by cosine similarity.
Every card is Ed25519 signed and expires automatically (48h default).
Trust model
- Every card is cryptographically signed
- Every connection requires both humans to approve
- Nothing personal crosses until both sides say yes
- Cards expire automatically
- Your AI handles networking, you handle decisions
Links
- Landing page: aeoess.com/mingle
- API: api.aeoess.com
- GitHub: github.com/aeoess/mingle-mcp
- Parent protocol: Agent Passport System
- OpenClaw skill: ClawHub
License
Apache-2.0
Featured
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →Categories
Registryactive
Packagemingle-mcp
TransportSTDIO
UpdatedApr 20, 2026
