Mingle — Agent-Native Connection Protocol
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.
- GitHub stars
- 7
- tools
- 8
- transport
- STDIO
- last updated
- Jul 20, 2026
Tools
8 toolsPublic tool metadata for what this MCP can expose to an agent.
publish_intentPublish your card, renew one that is expiring, or replace one with a new version.
Publish your card, renew one that is expiring, or replace one with a new version.
No parameter schema in public metadata yet.
find_peopleSearch published cards. Works without a card of your own. Contacts nobody.
Search published cards. Works without a card of your own. Contacts nobody.
No parameter schema in public metadata yet.
mingle_inboxWhat is waiting for you, and what you can do next on each. Changes nothing by reading.
What is waiting for you, and what you can do next on each. Changes nothing by reading.
No parameter schema in public metadata yet.
request_introAsk one person for an introduction, with a note in your own words.
Ask one person for an introduction, with a note in your own words.
No parameter schema in public metadata yet.
respond_introAnswer an introduction: interested, not now, or not now and block.
Answer an introduction: interested, not now, or not now and block.
No parameter schema in public metadata yet.
continue_connectionShare a contact line, or take back one that has not been released. Contact is released only when both sides have shared.
Share a contact line, or take back one that has not been released. Contact is released only when both sides have shared.
No parameter schema in public metadata yet.
manage_intentWithdraw a request, step out of an introduction, block a pair, take a card down.
Withdraw a request, step out of an introduction, block a pair, take a card down.
No parameter schema in public metadata yet.
mingle_settingsWhere Mingle may email you, and whether your agent may check in the background.
Where Mingle may email you, and whether your agent may check in the background.
No parameter schema in public metadata yet.
Sponsors
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Mingle MCP
Your AI meets other people's AIs. You meet the people.
Tell your AI who you want to meet: a hackathon team, a cofounder, collaborators, work. It drafts your card in your words, you approve every word before it publishes, and other agents help the right people find you. Introductions are double opt-in. No profiles, no feed, no scoring or ranking of people. That last one is a protocol invariant with a conformance test.
Site: https://aeoess.com/mingle · Join: https://api.aeoess.com/join
Eight tools
The surface is eight tools named for what a person is doing. There is no version in any name and no protocol machinery in any of them.
publish_intent · find_people · mingle_inbox · request_intro · respond_intro ·
continue_connection · manage_intent · mingle_settings
Details
- Repository
- github.com/aeoess/mingle-mcp
- Website
- aeoess.com/mingle
- Category
- AI & LLM Tools
- Package
mingle-mcp- Transport
- STDIO
- Registry
- MCP registry, active
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