sas-score-mcp-serverjs
This MCP server enables natural language scoring with SAS Viya, allowing users to execute prebuilt SAS code, models, and job definitions seamlessly.
README
sas-score-mcp-serverjs
A Model Context Protocol (MCP) Server for Scoring with SAS Viya. See wiki for the capabilities of the server.
Major changes in release 1.0.0
-
Authentication: Oauth flow is now supported.
- Note that for Claude the mcp server must be remote. (ex: as a Azure Client App, Azure Container App etc...).
-
Agent - can be deployed as an agent
-
Docker image: ghcr.io/sassoftware/sas-score-mcp-serverjs
Overview
This MCP server is designed for scoring with SAS Viya.
Note: scoring refers to executing any code that takes some input and returns results.
Some examples are:
- models created with SAS solutions like Model Studio, Intelligent Decisioning etc...
- user written SAS program
- SAS Studio Flow
- job Definitions
- jobs using SAS Studio or other interfaces
Start the mcp server
If using stdio transport, most of the mcp clients will start the server automatically. But for http transport, the mcp server must be started.
If running locally
npx @sassoftware/sas-score-mcp-serverjs@latest
The mcp is also available as a docker image. Add or remove the env variables as needed.
docker run -p 8080:8080 --name sasscore -e VIYA_SERVER=<yourviyaserver> -e AUTHFLOW=oauth ghcr.io/sassoftware/sas-score-mcp-serverjs:latest
Capabilities
The tools can be grouped into these categories
- Scoring with MAS models, job, jobdef and scr
- Viewing and querying tables
Supporting tools can be grouped into these categories
- Listing of MAS models, job, jobdef , tables
- Describing MAS models, job, jobdef, scr and tables
Target Audience
This MCP server was developed for two types of SAS users.
SAS users
SAS users who want to use natural language("chat") to execute prebuilt SAS code and models. See this quick reference for details.
MCP tool developers
SAS developers who want to extend the capabilities of the server with their own tools. See the guide for details.
Transport Protocol supported
- http
- stdio
Configuration Variables
Typically these are set either in the .env file or as environment variables or as command line options(if using npx). You will need only a subset of these for the different [transport,authentication] schemes
Required Options
- VIYA_SERVER= <url for Viya server>.
Options with defaults
These can be customized
-
AUTHFLOW=oauth|oauthclient|bearer|sascli|token|password
- Authentication method. Default is oauth
-
CLIENTID=vscodemcp
- Clientid for oauth and oauthclient AUTHFlOW. Must be PKCE clientid.
-
MCPTYPE=http|stdio
- The transport protocol for the mcp server.
-
MCPHOST=http://localhost:8080
- URL of the mcp server. If using remote mcp server, set this to remote MCP server
-
PROFILE=~/.sas
- profile name used by sas-cli to store the tokens
-
PORT=8080
- set it to what fits your environment.
-
CASSERVER=cas-shared-default
- Set to a valid cas server
-
COMPUTECONTEXT="SAS Job Execution compute context"
- Use one that is appropriate
Clientid specifications
If using remote mcp server, change the url in redirect to the remote url
{
client_id: 'vscodemcp',
scope: [ 'openid' ],
resource_ids: [ 'none' ],
autoapprove: true,
authorized_grant_types: [ 'authorization_code' ],
access_token_validity: 86400,
allowpublic: true,
redirect_uri: [ 'http://localhost:8080/callback' ]
}
OauthClient Flow. Clientid with redirect appropriate for the client. Some examples are shown below. Note that the explicit port used by github copilot is not guaranteed.
- github copilot: http://127.0.0.1:33418/
- claude: https://claude.ai/api/mcp/auth_callback,https://claude.ai/api/auth/callback
Agent and skills
The mcp server can be deployed as an agent in github copilot The configuration files for claude can be installed locally. You have to move the files to the appriopiate place.
To download the skills to your environment issue this command:
npx @sassoftware/sas-score-mcp-serverjs --skills github|claude
The skills and related files will be written to .github or .claude
Configure the mcp client for localhost
The mcp configuration for oauth flow. For remote mcp, change the url to the remote url
"sasmcp": {
"type": "http",
"url": "http://localhost:8080/mcp"
"oauth: {
"type": "oauth2",
"clientId: "vscodemcp"
}
}
For bearer authflow.
"sasmcp": {
"type": "http",
"url": "http://localhost:8080/mcp`,
"headers" {
"Authorization": "bearer <tokenstring>"
}
}
For stdio scenario
"sas-mcp-server": {
"type: "stdio"
"command": "npx",
"args": [
"-y",
"@sassoftware/sas-score-mcp-serverjs@1.0.0"
-v "<your viya url>"
-m "stdio"
--profile "dtl"
-a "sascli"
]
}
Notes
The mcp server caches information for each mcp session id(user).
However, cas and compute sessions are not cached in this release(TBD). The implication of this design choice is felt most when the tool needs is creating compute session * the requests will take longer than when the compute session is cached.
Other Useful Tips
mkcert
Install
- Visit this site
- Download the proper version
- rename the file as mkcert (with proper exetension for your os)
- move it to a directory that is in the PATH value
To create a self-signed certificate for localhost:
mkcert -install
The install also stores local root Certificate Authority (CA) on the system.
For windows the location is AppData/Local\mkcert.
Now go to the location where you want to store the certificates. Then create the certificates:
mkcert localhost 127:0.0.1 ::1
One last step for windows nodejs users.
Add this to the environment variable NODE_EXTRA_CA_CERTS:
NODE_EXTRA_CA_CERTS=c:\Users\<your_username>\AppData\Local\mkcert\rootCA.pem
License
This project is licensed under the Apache License 2.0. See LICENSE.
The container image published from this repository also includes third-party software, each component under its own license:
- The npm dependencies that ship with this project, along with their respective licenses, are listed in LICENSES.json.
- The container is built from the 25-alpine base image; license texts for its included software ship inside the image itself. License information for each Alpine package is available at pkgs.alpinelinux.org.
As with any container image, direct and indirect dependencies are governed by their own licenses. Users of the published container image are responsible for ensuring that their use complies with all applicable licenses.
Additional Resources
- Documentation on modelcontextprotocol(mcp)
- mcp sdk
- restaf
- mkcert
- SAS tokens
- Also see https://communities.sas.com for articles on using mcp servers with SAS Viya
Recommended Servers
playwright-mcp
A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
Magic Component Platform (MCP)
An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
Audiense Insights MCP Server
Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.
VeyraX MCP
Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.
Kagi MCP Server
An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.
graphlit-mcp-server
The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.
Exa Search
A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
Qdrant Server
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.
E2B
Using MCP to run code via e2b.
Neon Database
MCP server for interacting with Neon Management API and databases