Brainiall NLP
Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud scoring, safety audit.
Crawler Summary
AMQP transport implementation for Model Context Protocol <!-- BEGIN UNIFIED BRAND HEADER (copy/paste to other repos) --> <div align="center"> <p> <img src="./mcp-open-discovery-logo-white.png" alt="MCP Open Discovery" width="128" height="128" /> <img src="./CodedwithAI-white-transparent.png" alt="Coded with AI" width="128" height="128" /> </p> <p><em>Forging Intelligent Systems with Purpose</em></p> <p><strong>Unified launch: MCP Open Discovery • AMQP Transport • VS Code B Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
amqp-mcp-transport is best for mcp, model-context-protocol, amqp workflows where MCP compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB MCP, runtime-metrics, public facts pack
AMQP transport implementation for Model Context Protocol <!-- BEGIN UNIFIED BRAND HEADER (copy/paste to other repos) --> <div align="center"> <p> <img src="./mcp-open-discovery-logo-white.png" alt="MCP Open Discovery" width="128" height="128" /> <img src="./CodedwithAI-white-transparent.png" alt="Coded with AI" width="128" height="128" /> </p> <p><em>Forging Intelligent Systems with Purpose</em></p> <p><strong>Unified launch: MCP Open Discovery • AMQP Transport • VS Code B
Public facts
4
Change events
1
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 25, 2026
Vendor
Nagual69
Artifacts
0
Benchmarks
0
Last release
1.0.0
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Setup snapshot
git clone https://github.com/nagual69/AMQPConnectorforMCP.gitSetup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Nagual69
Protocol compatibility
MCP
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
ts
import { AMQPServerTransport } from "amqp-mcp-transport";
// or: import { AMQPServerTransport } from "../src/transports/index.js"; // if using this repo locally
const transport = new AMQPServerTransport({
amqpUrl: process.env.AMQP_URL || "amqp://localhost:5672",
exchangeName: process.env.AMQP_EXCHANGE || "mcp.examples",
queuePrefix: "mcp.example", // server queue namespace for your app
prefetchCount: 1,
});
await mcpServer.connect(transport); // or: await server.connect(transport)ts
import { AMQPClientTransport } from "amqp-mcp-transport";
const transport = new AMQPClientTransport({
amqpUrl: process.env.AMQP_URL || "amqp://localhost:5672",
exchangeName: process.env.AMQP_EXCHANGE || "mcp.examples",
serverQueuePrefix: "mcp.example", // should match the server’s queuePrefix
responseTimeout: 30000,
});
await client.connect(transport);bash
# Install dependencies npm install # Build the project npm run build # Start RabbitMQ for testing docker-compose up -d # If using the provided docker-compose.yml, RabbitMQ credentials are: # username: admin # password: admin123 # Set AMQP_URL accordingly in your shell/session: # PowerShell # $env:AMQP_URL = "amqp://admin:admin123@localhost:5672" # Bash # export AMQP_URL="amqp://admin:admin123@localhost:5672" # Run the example server (in one terminal) npm run example:server # Run the example client (in another terminal) npm run example:client
powershell
$env:AMQP_EXCHANGE = "mcp.examples"
bash
npm install @modelcontextprotocol/sdk amqplib
text
├── src/ │ ├── transports/ │ │ ├── amqp-client-transport.ts # Client-side transport │ │ ├── amqp-server-transport.ts # Server-side transport │ │ └── types.ts # Shared types │ └── examples/ │ ├── client.ts # Example client │ └── server.ts # Example server ├── package.json ├── tsconfig.json └── README.md
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
AMQP transport implementation for Model Context Protocol <!-- BEGIN UNIFIED BRAND HEADER (copy/paste to other repos) --> <div align="center"> <p> <img src="./mcp-open-discovery-logo-white.png" alt="MCP Open Discovery" width="128" height="128" /> <img src="./CodedwithAI-white-transparent.png" alt="Coded with AI" width="128" height="128" /> </p> <p><em>Forging Intelligent Systems with Purpose</em></p> <p><strong>Unified launch: MCP Open Discovery • AMQP Transport • VS Code B
An AMQP-based transport implementation for the Model Context Protocol, enabling distributed MCP communication over AMQP message queues.
✅ Fully compliant with MCP specification 2025-11-25 — All messages are sent as raw JSON-RPC 2.0 on the wire, with transport metadata in AMQP message properties.
✅ Production-ready AMQP MCP Transport with bidirectional routing, fully tested and spec-compliant.
You can plug this AMQP transport into the official MCP TypeScript SDK examples by swapping the transport object. The SDK is transport‑agnostic—any example that constructs a Client or an McpServer/Server can use AMQPClientTransport/AMQPServerTransport instead of the HTTP, SSE, WebSocket, or in‑memory transports.
Showcase wiring
Server (replace the example’s HTTP/SSE transport):
new StreamableHTTPServerTransport(...) or new SSEServerTransport(...).import { AMQPServerTransport } from "amqp-mcp-transport";
// or: import { AMQPServerTransport } from "../src/transports/index.js"; // if using this repo locally
const transport = new AMQPServerTransport({
amqpUrl: process.env.AMQP_URL || "amqp://localhost:5672",
exchangeName: process.env.AMQP_EXCHANGE || "mcp.examples",
queuePrefix: "mcp.example", // server queue namespace for your app
prefetchCount: 1,
});
await mcpServer.connect(transport); // or: await server.connect(transport)
McpServer/Server, register tools/resources/prompts, and connect with the AMQP transport.Client (replace the example’s HTTP/SSE/WebSocket transport):
new StreamableHTTPClientTransport(url).import { AMQPClientTransport } from "amqp-mcp-transport";
const transport = new AMQPClientTransport({
amqpUrl: process.env.AMQP_URL || "amqp://localhost:5672",
exchangeName: process.env.AMQP_EXCHANGE || "mcp.examples",
serverQueuePrefix: "mcp.example", // should match the server’s queuePrefix
responseTimeout: 30000,
});
await client.connect(transport);
Tips
queuePrefix (server) and serverQueuePrefix (client) aligned. For demos, mcp.example keeps traffic isolated from other systems on the same broker.AMQP_EXCHANGE to isolate demo traffic. The routing exchange used is ${exchangeName}.mcp.routing.amqp://<user>:<pass>@localhost:5672 as AMQP_URL.Spec alignment (Custom Transports)
This transport implements the MCP Transport contract per the spec:
start(), send(), close(), setProtocolVersion(version)onmessage, onerror, onclose, and sessionIdclient.connect() / server.connect() will call start()).Spec reference: https://modelcontextprotocol.io/specification/2025-06-18/basic/transports (see the “Custom Transports” section).
AMQPClientTransport): Enables MCP clients to connect to servers via AMQPAMQPServerTransport): Allows MCP servers to receive requests through AMQPexamples/ directorydocker-compose.yml for local RabbitMQ development# Install dependencies
npm install
# Build the project
npm run build
# Start RabbitMQ for testing
docker-compose up -d
# If using the provided docker-compose.yml, RabbitMQ credentials are:
# username: admin
# password: admin123
# Set AMQP_URL accordingly in your shell/session:
# PowerShell
# $env:AMQP_URL = "amqp://admin:admin123@localhost:5672"
# Bash
# export AMQP_URL="amqp://admin:admin123@localhost:5672"
# Run the example server (in one terminal)
npm run example:server
# Run the example client (in another terminal)
npm run example:client
This project provides an AMQP transport implementation for MCP, allowing MCP clients and servers to communicate through AMQP message queues instead of direct connections. This enables:
The AMQP transport implements the MCP Transport interface and uses:
${exchangeName}.mcp.routing for requests, events, and notificationsRouting & replies
${exchangeName}.mcp.routing using routing keys like mcp.request.{method} (e.g., mcp.request.tools.list), where the method name has / replaced by ..replyTo and preserves the original correlationId for JSON‑RPC responses—responses are not sent via the routing exchange.contentType: 'application/json' in AMQP properties for proper serialization.routingKeyStrategy configuration option.SDK lifecycle
client.connect(transport) and server.connect(transport). The SDK will call transport.start(); you shouldn’t call it yourself.Environment
AMQP_EXCHANGE:
$env:AMQP_EXCHANGE = "mcp.examples"
mcp.examples in the examples; for production pick a stable name like mcp.notifications.rabbitmq) when running inside Docker Compose.
$env:AMQP_URL = "amqp://user:pass@localhost:5672"AMQP_URL=amqp://user:pass@rabbitmq:5672${AMQP_EXCHANGE}.mcp.routing.
mcp.examples for isolation. Production might use mcp.notifications.queuePrefix: "mcp.example"; client uses serverQueuePrefix: "mcp.example" to match.mcp.discovery queues, change those literals in examples/server.ts and examples/client.ts to "mcp.discovery".Docker vs host networking
localhost in AMQP_URL.rabbitmq in AMQP_URL.${AMQP_EXCHANGE}.mcp.routing.npm install @modelcontextprotocol/sdk amqplib
├── src/
│ ├── transports/
│ │ ├── amqp-client-transport.ts # Client-side transport
│ │ ├── amqp-server-transport.ts # Server-side transport
│ │ └── types.ts # Shared types
│ └── examples/
│ ├── client.ts # Example client
│ └── server.ts # Example server
├── package.json
├── tsconfig.json
└── README.md
import { Server } from "@modelcontextprotocol/sdk/server/index.js";
import { AMQPServerTransport } from "./transports/amqp-server-transport.js";
const server = new Server(
{
name: "example-server",
version: "1.0.0",
},
{ capabilities: { tools: {}, resources: {}, prompts: {} } }
);
// Add your tools, resources, and prompts here
server.registerTool(
"echo",
{
description: "Echo back the input",
inputSchema: { message: z.string() },
},
async ({ message }) => ({
content: [{ type: "text", text: message }],
})
);
const transport = new AMQPServerTransport({
amqpUrl: process.env.AMQP_URL || "amqp://localhost:5672",
exchangeName: process.env.AMQP_EXCHANGE || "mcp.examples",
queuePrefix: "mcp.server",
});
await server.connect(transport); // SDK calls transport.start()
import { Client } from "@modelcontextprotocol/sdk/client/index.js";
import { AMQPClientTransport } from "./transports/amqp-client-transport.js";
const transport = new AMQPClientTransport({
amqpUrl: process.env.AMQP_URL || "amqp://localhost:5672",
exchangeName: process.env.AMQP_EXCHANGE || "mcp.examples",
serverQueuePrefix: "mcp.server",
});
const client = new Client(
{ name: "example-client", version: "1.0.0" },
{ capabilities: {} }
);
await client.connect(transport); // SDK calls transport.start()
const tools = await client.listTools();
const result = await client.callTool({
name: "echo",
arguments: { message: "Hello" },
});
${exchangeName}.mcp.routing)mcp.server)npm run build
# Start RabbitMQ (using Docker)
docker run -d --name rabbitmq -p 5672:5672 -p 15672:15672 rabbitmq:3-management
# Run unit + integration tests
npm test
# Terminal 1: Start the server (optional env isolation)
$env:AMQP_EXCHANGE = "mcp.examples"
npm run example:server
# Terminal 2: Start the client (uses same exchange)
$env:AMQP_EXCHANGE = "mcp.examples"
npm run example:client
Apache License 2.0 — see LICENSE and NOTICE for full terms and attributions.
Why Apache 2.0 for this transport?
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://www.xpersona.co/api/v1/agents/mcp-nagual69-amqpconnectorformcp/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-nagual69-amqpconnectorformcp/contract"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-nagual69-amqpconnectorformcp/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Do not use if
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud scoring, safety audit.
Agent-callable B2B SaaS directory: capability-structured, continuously verified listings.
Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversion for AI agents.
Structured website and review evidence for AI-assisted local-business shortlisting.
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://www.xpersona.co/api/v1/agents/mcp-nagual69-amqpconnectorformcp/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/mcp-nagual69-amqpconnectorformcp/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/mcp-nagual69-amqpconnectorformcp/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-nagual69-amqpconnectorformcp/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-nagual69-amqpconnectorformcp/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-nagual69-amqpconnectorformcp/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-10-10T00:48:54.180Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "MCP",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "mcp",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "model-context-protocol",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "amqp",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "transport",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "typescript",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "message-queue",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|unknown|profile capability:mcp|supported|profile capability:model-context-protocol|supported|profile capability:amqp|supported|profile capability:transport|supported|profile capability:typescript|supported|profile capability:message-queue|supported|profile"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Nagual69",
"href": "https://github.com/nagual69/AMQPConnectorforMCP",
"sourceUrl": "https://github.com/nagual69/AMQPConnectorforMCP",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:22:30.704Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://www.xpersona.co/api/v1/agents/mcp-nagual69-amqpconnectorformcp/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-nagual69-amqpconnectorformcp/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T03:22:30.704Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/mcp-nagual69-amqpconnectorformcp/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-nagual69-amqpconnectorformcp/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
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