FEATURE DEEP DIVE

The Universal
Connector.

Stop building custom integrations. WUF.AI uses the Model Context Protocol (MCP) to give your agents standard, secure access to any data source.

The Integration Trap

Custom glue code is fragile. Agents need a standard interface.

Fragile APIs

Building bespoke connectors for every tool (Salesforce, Linear, Postgres) is a maintenance nightmare. APIs change; connectors break.

Siloed Data

Your agents are smart but blind. They can't see the live customer record in your SQL database or the latest ticket in Jira.

Security Risks

Hardcoding API keys into agent prompts is a security disaster waiting to happen. You need a governed protocol.

PROTOCOL

Standardized Access

Model Context Protocol (MCP) is the open standard for connecting AI models to data. WUF.AI acts as an MCP Client, instantly compatible with any MCP Server.

  • Universal CompatibilityConnect to Postgres, Slack, GitHub, Google Drive, and local file systems using the same standard interface.
  • Real-Time Tool UseGive your agents "tools" to query databases, list files, or send messages—safely and under your control.
  • Local & RemoteRun MCP servers on your local machine for development, or deploy them to the cloud for production agents.
MCP Connection
CONNECTED
CLIENT (WUF.AI)JSON-RPC 2.0
{ "method": "tools/call", "params": { "name": "query_db", "args": { "sql": "SELECT count(*) FROM users" } } }
SERVER (Postgres MCP)200 OK
{ "result": { "content": [{ "type": "text", "text": "42,105" }] } }
AVAILABLE TOOLS
query_dblist_tablesschema_info
LLM / Agent
WUF.AI
MCP (JSON-RPC)
MCP Server
PostgreSQL
MCP Server
GitHub
TOPOLOGY

Client-Server Model

MCP separates the intelligence (the LLM) from the data access (the server). WUF.AI acts as the intelligent client, coordinating multiple servers simultaneously.

  • Decoupled ArchitectureUpdate your agents without touching your data connectors, and vice versa.
  • Multi-Server CoordinationA single WUF.AI agent can query Postgres, read a Slack thread, and create a Jira ticket in one fluid motion.
GOVERNANCE

Secure by Design

Giving AI access to your databases sounds terrifying. MCP makes it safe.

The MCP server runs in your infrastructure, behind your firewall. You define exactly which tools and resources are exposed. WUF.AI never sees your database credentials.

Access Control
SELECT * FROM usersALLOWED
DROP TABLE usersDENIED
UPDATE config SET...REQUIRES_APPROVAL

Build Your Own

Write a custom MCP server in minutes, not days.

server.ts
import { McpServer } from "@modelcontextprotocol/sdk";

const server = new McpServer();

server.tool(
  "get_weather",
  "Get the current weather",
  { location: z.string() },
  async (args) => {
    const weather = await fetchWeather(args.location);
    return { content: [{ type: "text", text: weather }] };
  }
});

server.start();

The Ecosystem

PostgreSQL
Slack
GitHub
Google Drive
Linear
Notion
Sentry
Stripe

Connect Everything.

Give your agents the tools they need to do real work.