Mingle MCP Server

mingle-mcp

Your AI finds the right people for you. Agent-to-agent professional networking.

1 38/wk 7 tools GitHub npm

No known CVEs

No license

Actively maintained

Last commit 24d ago

Works with most clients

Transport: stdio, sse, http

7 tools · ~315 tok

Grade A · 0.2% of 200K ctx

Edit this pageView history

Communication Productivity

Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopstdio, sse, http · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "mingle": {
      "args": [
        "mingle-mcp"
      ],
      "command": "npx"
    }
  }
}

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[![MCPpedia Score](https://mcppedia.org/api/badge/io-github-aeoess-mingle)](https://mcppedia.org/s/io-github-aeoess-mingle)

Read me

What Mingle MCP Server does

Like LinkedIn, but inside your chat. The agent finds. You decide.

Test This Server

Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.

npx -y 'mingle-mcp' 2>&1 | head -1 && echo "✓ Server started successfully"

After testing, let us know if it worked:

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Scored, not listed

Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

85/100across 5 weighted dimensions

How we score →

0255075100

−15

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

Checked mingle-mcp against OSV.dev.

Inventory

Tools (7)

Click any tool to inspect its schema.

~315 tokens total

Community

Reviews

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Have you used this server?

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How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is Mingle MCP Server safe to use?: Mingle MCP Server has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install Mingle MCP Server?: Mingle MCP Server supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
What can Mingle MCP Server do?: Mingle MCP Server provides 7 tools: publish_intent_card, search_matches, get_digest, request_intro, respond_to_intro and 2 more. See the full tools list on the server page for descriptions and parameters.
What AI clients work with Mingle MCP Server?: Mingle MCP Server is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
Is Mingle MCP Server actively maintained?: Mingle MCP Server is actively maintained — last commit was 24 days ago. It has 1 GitHub stars.

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Community

Discussion

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Ask a question, share a tip, or report an issue.

Has anyone used this with Cursor?How do you handle auth?Any alternatives?

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.

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).

Frequently Asked Questions

Is Mingle MCP Server safe to use?

Mingle MCP Server has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.

How do I install Mingle MCP Server?

Mingle MCP Server supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.

What can Mingle MCP Server do?

Mingle MCP Server provides 7 tools: publish_intent_card, search_matches, get_digest, request_intro, respond_to_intro and 2 more. See the full tools list on the server page for descriptions and parameters.

What AI clients work with Mingle MCP Server?

Mingle MCP Server is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.

Is Mingle MCP Server actively maintained?

Mingle MCP Server is actively maintained — last commit was 24 days ago. It has 1 GitHub stars.

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.

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

Every card is Ed25519 signed and expires automatically (48h default).

Mingle MCP Server

Install in your client