Skip to main content
Glama
goodmeta
by goodmeta
README.md
# Intelligence MCP Server

MCP server that gives AI agents access to agent payments ecosystem intelligence. Scans GitHub, Hacker News, and npm for signals, classifies and scores them, and returns actionable opportunities.

## Tools

| Tool | Description | Cost |
|------|-------------|------|
| `scan_opportunities` | Scan GitHub, HN, and npm for new repos, packages, and discussions across AP2, ACP, x402, MPP, and UCP. Returns AI-classified and scored opportunities. Use when asking about recent activity or new developments in agent payments. | $0.01 USDC |
| `get_protocol_info` | Get the canonical description of a specific agent payment protocol including creator, maturity, repo URL, and layer (authorization, commerce, or settlement). Use when asking about a specific protocol. | Free |
| `compare_protocols` | Side-by-side comparison matrix of all five protocols across creator, layer, agent delegation, budget limits, cross-merchant coordination, and MCP integration. Use when comparing protocols. | Free |

## Install

```bash
git clone https://github.com/goodmeta/intelligence-mcp.git
cd intelligence-mcp
npm install
cp .env.example .env  # add your keys
npm run build
```

## Usage with Claude Code

Add to your Claude Code MCP config:

```json
{
  "mcpServers": {
    "intelligence": {
      "command": "node",
      "args": ["/path/to/intelligence-mcp/dist/index.js"],
      "env": {
        "GITHUB_PAT": "ghp_...",
        "ANTHROPIC_API_KEY": "sk-ant-..."
      }
    }
  }
}
```

Then ask Claude: "Scan for agent payment opportunities from the last 7 days"

## Example

```
> scan_opportunities(days=7, min_score=12)

Found 23 opportunities (99 signals scanned):

[19/20] [contribution] paygraph-ai/paygraph: Policy engine needs cross-gateway budget tracking
  Action: File issue about cross-wallet coordination gap
  Why: Building agent wallet with spend controls but no cross-gateway budget
  https://github.com/paygraph-ai/paygraph

[18/20] [prospect] sentinelx402: Looking for x402 beta testers
  Action: Offer to test with agent-verifier integration
  ...
```

## Data Sources

- GitHub: new repos in tracked orgs + keyword search across all of GitHub
- Hacker News: stories matching agent payment keywords (via Algolia API)
- npm: new packages matching protocol keywords

## Built by

[Eric Tsang](https://linkedin.com/in/tsangeric) / [Good Meta](https://goodmeta.co)

Part of the [Agent Payments Landscape](https://github.com/goodmeta/agent-payments-landscape) project.

TDQS

B3/5.0

Scored across 3 tools

Disambiguation5/5

Each tool serves a clearly distinct purpose: comparative analysis (compare_protocols), detailed retrieval (get_protocol_info), and ecosystem discovery (scan_opportunities). No functional overlap exists between them.

Naming Consistency5/5

All three tools follow a consistent verb_noun snake_case pattern (compare_protocols, get_protocol_info, scan_opportunities) with predictable action words appropriate to their functions.

Tool Count3/5

Three tools is borderline thin for the domain; while it covers basic read/compare/scan operations, the minimal surface leaves little room for additional analytical or filtering capabilities that intelligence workflows typically require.

Completeness3/5

Notable gap exists in protocol discovery: get_protocol_info and compare_protocols appear to require specific protocol identifiers, but no list_protocols or search_protocols tool is provided to discover available identifiers before using the other tools.

Maintenance

ActivityMaintained
ResponsivenessResponsive