Contextual Service Orchestrator (CSO)
Facilitates dynamic exchange of contextual data and computational routines between systems, enabling highly specialized interaction via tailored responses and actionable advice.
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sanketshinde3001
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CSO Framework Implementation Example (TypeScript)
This repository details the engineering of a rudimentary Model Context Protocol (MCP) service host and an associated consumer agent, implemented in TypeScript, utilizing the @modelcontextprotocol/sdk.
The structure comprises two main components:
1. cso-greeter-host: An MCP service entity exposing capabilities related to personalized communication, data artifacts, and interaction scaffolding.
2. cso-consumer-utility: A straightforward command-line utility that initiates the host, establishes connectivity, and invokes the host's exposed functionalities programmatically.
Inter-process communication between the consumer and the host in this specific demonstration leverages the Standard Input/Output (stdio) conduit.
Operational Sequence Summary
Development followed these primary stages:
- Host Engineering: Construction of the MCP service provider.
- Consumer Engineering: Construction of the script designed to utilize the host's services.
- Validation & Execution: Deploying the consumer script, which automatically provisions the host and validates data exchange.
- (Optional) Environmental Integration: Discussion on embedding the host within established MCP consumers, such as VS Code extensions.
Necessary Preconditions
Prior to commencing, confirm the presence of the following environment assets:
* Node.js (Version 16 or superior recommended)
* npm (Typically bundled with Node.js)
* A preferred development environment (e.g., VS Code)
* npx (Usually available via npm) - useful for diagnostics via MCP Inspector.
Stage 1: Constructing the MCP Host (cso-greeter-host)
-
Project Foundation Setup:
- Establish the directory:
cso-greeter-host. - Initialize the manifest:
npm init -y. - Install core dependencies:
npm install @modelcontextprotocol/sdk zod. - Install development dependencies:
npm install -D typescript @types/node. - Bootstrap TypeScript configuration:
npx tsc --init. - Refine
tsconfig.json(Set module properties like"module": "Node16","target": "ES2022", compilation output"outDir": "./build", source root"rootDir": "./src", etc.). - Modify
package.jsonto specify"type": "module"and definebuild/startexecution scripts. - Create the main source file:
src/index.ts.
- Establish the directory:
-
Host Logic Definition (
src/index.ts):- Incorporate necessary libraries (
McpServer,StdioServerTransport,z). - Declare immutable constants for host
nameandversion. - Initialize the
McpServerinstance, furnishing the identifier, version data, and declaring its functional repertoire (toolkit routines, data points, instructional templates). - Defining a Routine (
articulate_greeting): Utilizeserver.tool()to expose a client-invocable operation. Specify a concise summary, define the input schema using Zod (recipient_name,courtesy_level), and implement the execution handler to yield a customized salutation string. - Defining a Data Artifact (
system_metadata): Useserver.resource()to publish immutable data. Assign a distinct Uniform Resource Identifier (meta://host/identity) and implement the retrieval handler to return the host's identifier and version. - Defining an Interaction Template (
suggest_response_flow): Employserver.prompt()to establish a standardized interaction blueprint. Include a description and implement the handler to return a predefined sequence of conversational turns for LLM guidance. - Implementing Transport: Instantiate
StdioServerTransportfor I/O channeling. - Activation: Execute
await server.connect(transport)to bring the host online. - Diagnostic Output: Integrate
console.errormessages for operational tracing, crucial when stdio carries protocol traffic on stdout. - Process Longevity: Implement measures to prevent immediate termination post-connection establishment.
- Incorporate necessary libraries (
-
Compilation & Rectification:
- Execute
npm run buildto transpile TypeScript into JavaScript within thebuilddirectory. - Resolve a compilation issue concerning direct server version access by substituting it with the use of designated constant references.
- Execute
Stage 2: Constructing the MCP Consumer Utility (cso-consumer-utility)
-
Project Foundation Setup:
- Establish a distinct working directory:
cso-consumer-utility. - Initialize the manifest:
npm init -y. - Install core dependencies:
npm install @modelcontextprotocol/sdk. - Install development dependencies:
npm install -D typescript @types/node. - Bootstrap and configure
tsconfig.jsonmirroring the host project settings. - Modify
package.jsonto include"type": "module"and definebuild/startscripts. - Create the source file:
src/client-script.ts.
- Establish a distinct working directory:
-
Consumer Logic Definition (
src/client-script.ts):- Incorporate required modules (
Client,StdioClientTransport,path,url). - Locate Host Executable: Derive the file path to the host's compiled JavaScript entry point (relative or absolute).
- Configure Stdio Conduit: Instantiate
StdioClientTransport, specifying the execution mechanism (command:node) and the necessary arguments (args: the path to the host script). This step autonomously launches the host process. - Instantiate Consumer: Create a
Clientobject, assigning it an identifier and declaring its requirements for host functionalities. - Connection Establishment: Invoke
await client.connect(transport), which triggers host spawning and secures the MCP session over stdio streams. - Service Invocation:
- Execute the
articulate_greetingroutine viaawait client.callTool(). - Retrieve the
system_metadataartifact usingawait client.readResource(). - Fetch the
suggest-response-flowtemplate usingawait client.getPrompt().
- Execute the
- Result Reporting: Utilize
console.logto output the data retrieved from the host. - Session Termination: Employ
await client.close()within a robust cleanup block to guarantee orderly disconnection and host process termination.
- Incorporate required modules (
Stage 3: Assembly and Operation
-
Dual Project Compilation:
cd cso-greeter-host && npm run buildcd ../cso-consumer-utility && npm run build
-
Execute Consumer Utility:
cd cso-consumer-utilitynpm run start(ornode build/client-script.js)- Verify the mixed output stream (consumer logs mixed with host diagnostic errors) confirming successful routine execution and data retrieval.
Functional Role Clarification
-
The Host (
GreeterHost):- Offers Capabilities: Exposes distinct functionalities (greeting utility, metadata repository, interaction model).
- Awaits Input (via stdio): Maintains readiness for an initiating client connection.
- Performs Computation: Executes the code bound to a requested routine, artifact, or template.
- Transmits Outcomes: Formats results according to MCP specifications and transmits them back to the requesting consumer.
-
The Consumer (
client-script.ts):- Leverages Capabilities: Interacts with the services presented by the host.
- Initiator (via stdio): Launches the host process and establishes the communication link.
- Dispatches Queries: Determines which routine, artifact, or template is required and sends the corresponding MCP request packet.
- Interprets Responses: Parses and handles the data returned by the host.
- Governs Sequence: Manages the chronological order of transactions and signals when the interaction session should terminate.
Ad-hoc Host Verification Using Inspector
To confirm the host operates independently of the consumer script, utilize the MCP Inspector:
bash
Ensure the host process is dormant
Substitute /path/to/... with the absolute location
npx @modelcontextprotocol/inspector node /path/to/cso-greeter-host/build/index.js
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