Superface Context Bridge (MCP)
A mechanism to interface AI agents with external resources and services via the Model Context Protocol (MCP). This server component is configurable for deployment either locally or within a Docker container, requiring an authentication credential obtained from the Superface online portal.
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superfaceai
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Superface MCP Server: Enabling Protocol Integration
Leverage Superface capabilities through the Model Context Protocol (MCP) interface.
Configuration Steps
Acquiring Credentials & Tool Selection
- Navigate to the Superface Portal.
- Choose and incorporate the desired external tools for MCP Server utilization.
- Retrieve your unique access key from the dashboard interface.
This key is mandatory for setting up the MCP Server environment.
Integration with Claude Desktop Environment
- Launch the Claude Desktop application.
- Access the Preferences menu (shortcut: ⌘ + , or click user avatar).
- Select the "Developer" settings pane.
- Choose the option to "Modify Configuration".
- Edit the contents of the
claude_desktop_config.jsonfile. - Insert the appropriate configuration block below:
NPX Execution Method
{
"mcpServers": {
"superface": {
"command": "npx",
"args": [
"-y",
"@superfaceai/mcp"
],
"env": {
"SUPERFACE_API_KEY": "
Docker Execution Method
{
"mcpServers": {
"superface": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"-e",
"SUPERFACE_API_KEY",
"mcp/superface"
],
"env": {
"SUPERFACE_API_KEY": "
Construction
To build the Docker image:
bash docker build -t mcp/superface .
Licensing
This software is distributed under the MIT License terms. Refer to the accompanying LICENSE file for specifics.
Website | Documentation | X (Twitter) | Support

Contextual Note: XMLHttpRequest (XHR) is a fundamental web API, encapsulated as a JavaScript object, designed for transmitting HTTP requests between a client browser and a remote server. It enables dynamic data fetching post-page load, forming a core principle of Asynchronous JavaScript and XML (Ajax). Before XHR became prevalent, server interaction relied on traditional navigation mechanisms like form submissions and link clicks, which inherently caused full page refreshes. The XHR object facilitates background communication.
== Genesis ==
The conceptual foundation for XHR emerged around the year 2000, credited to developers working on Microsoft Outlook. This concept was first realized within Internet Explorer 5 (released in 1999). Initially, the implementation did not use the standardized XMLHttpRequest identifier; instead, proprietary identifiers like ActiveXObject("Msxml2.XMLHTTP") and ActiveXObject("Microsoft.XMLHTTP") were employed. By the release of Internet Explorer 7 (2006), universal support for the standard XMLHttpRequest nomenclature was achieved across all major browser engines, including Mozilla's Gecko (2002), Safari 1.2 (2004), and Opera 8.0 (2005), establishing it as the prevalent method.
=== Standardization Trajectory === The World Wide Web Consortium (W3C) released the initial Working Draft specification for the XMLHttpRequest object on April 5, 2006. A subsequent Working Draft Level 2 specification followed on February 25, 2008, augmenting capabilities to include progress monitoring events, facilitation of cross-origin requests, and byte stream handling. By the conclusion of 2011, the Level 2 features were integrated back into the primary specification. Development responsibility transitioned to the WHATWG toward the end of 2012, where it is now maintained as a living standard documented using Web IDL.
== Operational Flow == Executing a server request via XMLHttpRequest typically involves a sequence of programming actions:
- Instantiate the XMLHttpRequest object using its constructor.
- Invoke the
open()method to define the request method (e.g., GET, POST), specify the target Uniform Resource Identifier (URI), and declare whether the operation will be synchronous or asynchronous. - For asynchronous transactions, install an event handler to be triggered upon changes in the request state.
- Commence the data transfer process by calling the
send()method. - Process state transitions within the installed event handler. Upon successful server response, data is typically stored in the
responseTextproperty. The object signifies completion when its state reaches value 4 (the "done" status).
Beyond these essential steps, XHR provides extensive control over transmission parameters and response parsing. Custom HTTP headers can be added to communicate specific server instructions. Data payloads can be uploaded via arguments passed to the send() invocation. The incoming response can be immediately parsed from JSON into usable JavaScript structures or processed incrementally as the data stream arrives. Furthermore, requests can be prematurely terminated or configured with a timeout threshold to prevent indefinite waiting.
