ARCHAI CORE

Context lets the mission understand the enterprise.

Enterprise Context MCP is the Context layer of ARCHAI Core. It makes authorized enterprise information available to a mission, including capabilities, processes, applications, risks, controls, and owners, according to the sources and permissions agreed for each implementation. Studio organizes the mission; the MCP supplies permitted context; a person reviews the evidence and decides.

01Authorized sources
02Context for the mission
03Evidence for review

Available sources and connections depend on the implementation. This architecture explanation does not imply automatic access to an organization's systems.

See the full ARCHAI Core
ARCHAI ENTERPRISE CONTEXT MCP™In production

Included with ARCHAI WORLD University Professional and Corporate memberships.

Connect enterprise context to agent execution.

Enterprise Context MCP connects people and AI agents to authorized enterprise context and to missions. Agents read context, create and update missions, start runs in ARCHAI WORLD Studio and record human decisions, always within the permissions granted to each account. Every call is recorded in the audit log.

Works with: Claude, ARCHAI WORLD Studio

JSON-RPC 2.0 over HTTPBearer Token AuthAudited AccessRead, write and execute tools

How it works

One governed context, two front doors — a human dashboard and an MCP endpoint — both permissioned and both logged.

1

Authorized context and missions

  • Capabilities, processes, applications, risks, controls and owners
  • Sources authorized by the client
  • Missions created from templates
2

Two auth surfaces

  • Session cookie for the dashboard
  • Per-account bearer token for MCP
  • Same account, two credential types
3

One audit trail

  • Every dashboard action is logged
  • Every MCP tools/call is logged
  • Visible to Admin and Architect roles only

Quick Start

Three steps take your organization account from sign-in to a live MCP tool call.

1

Sign in with your organization account

Your account carries the role and permissions your organization granted. Tools act only within those permissions.

Open Sign In
2

Copy your MCP API token

The dashboard shows a "Your MCP API token" card right after login. This bearer token is what an AI agent uses — never your password.

ecm_account.api_token
ecm_YOUR_API_TOKEN
3

Call the MCP endpoint

Point your agent (or curl) at the endpoint below with a JSON-RPC 2.0 body.

curl
curl -X POST https://your-deployment.vercel.app/api/enterprise-context-mcp/mcp \
  -H "Authorization: Bearer YOUR_API_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "method": "tools/call",
    "params": {
      "name": "search_missions",
      "arguments": { "query": "governance" }
    }
  }'

Authentication

Human sessions and agent tokens are separate credentials issued to the same organization account.

Dashboard login

  • Username and password
  • Sets an ecm_session cookie (7 days)
  • Passwords hashed with scrypt, never stored in plain text

MCP authentication

  • Long-lived per-account bearer token
  • Sent in the Authorization header
  • Tools act only within the permissions of the account
Header
Authorization: Bearer YOUR_API_TOKEN
Content-Type: application/json

MCP Endpoint

/api/enterprise-context-mcp/mcp
POSTJSON-RPC 2.0Bearer Token

Supported methods

resources/listtools/listtools/call

A GET request to the same path returns a plain-JSON description of the server and its tool names, useful as a health check.

Available MCP Resources

Two resources describe the shape of the missions and templates exposed through resources/list.

Missions

enterprise-context://missions
TitleStatusPriorityDomainDescriptionDeliverableTagsTemplate link
Sample record
{
  "id": "msn_8f2c1a",
  "templateId": "tpl_ai-governance-report",
  "templateName": "AI Governance Reporting",
  "title": "Regulatory Monitoring — AI Act Implementation Guidance",
  "status": "available",
  "priority": "high",
  "domain": "AI Governance",
  "description": "Track incoming regulatory guidance relevant to active AI systems.",
  "deliverable": "Board-ready compliance briefing",
  "tags": ["ai-governance", "iso-42001", "compliance"]
}

Mission Templates

enterprise-context://mission-templates
NameCategorySummaryDetailsTags
Sample record
{
  "id": "tpl_cmdb-discovery",
  "name": "CMDB Discovery & Reconciliation",
  "category": "Configuration Management",
  "summary": "Crawl enterprise systems to discover configuration items and reconcile them against the CMDB of record.",
  "tags": ["cmdb", "discovery", "itsm", "reconciliation"]
}

MCP tools

GroupToolWhat it doesAccessHuman approval
Contextsearch_contextSearch capabilities, processes, applications, risks, controls and ownersReadNo
get_dependenciesReturn the upstream and downstream dependencies of an application or processReadNo
get_impactShow which processes, systems and controls are affected if a component changes or failsReadNo
get_ownerReturn the accountable owner of a capability, application or controlReadNo
Missionssearch_missionsSearch missions by keyword, status and priorityReadNo
get_missionReturn a mission with its objective, sources, constraints and deliverableReadNo
list_mission_templatesList the available mission templatesReadNo
search_mission_templatesSearch templates by domain or keywordReadNo
create_missionCreate a mission from a template with objective, context, constraints and review criteriaWriteNo
update_missionChange the scope, sources or review criteria of a missionWriteNo
Executionrun_missionStart a mission run in ARCHAI WORLD StudioExecutePer workspace policy
schedule_missionSet daily, weekly or monthly runsWriteYes
Evidenceget_run_resultReturn the deliverable and evidence trail of a completed runReadNo
record_decisionRecord a human decision on a run: approve, reject or approve with conditionsWriteReviewer only
get_audit_logReturn audit entries by user, time, tool and missionReadAdmin and architect only

Write and execute tools act only within the permissions granted to each account. Every call is recorded in the audit log.

Connected sources

These sources are live. Each implementation connects only the sources the client authorizes.

  • Enterprise architecture repositoriesLive
    The major EA repositories, including SAP and BiZZdesign.
  • JiraLive
    Projects, issues and delivery work.
  • SAPLive
    Business applications and processes.
  • Oracle ERPLive
    Enterprise resource planning data.

Services and DOTs

The 11 DOTs are commercially available. Availability is not a health check: connections and runs are confirmed per workspace.

  • EA DOTAvailable
  • Governance DOTAvailable
  • Executive DOTAvailable
  • Demand DOTAvailable
  • Bid DOTAvailable
  • Finance DOTAvailable
  • Operations DOTAvailable
  • Career DOTAvailable
  • Talent DOTAvailable
  • Content DOTAvailable
  • Legal DOTAvailable

Missions & templates

A mission is created from a template with an objective, context, constraints and review criteria. It runs in ARCHAI WORLD Studio, and a person reviews the evidence and decides.

Mission template

A reusable definition — name, category, summary, details, tags. create_mission starts a mission from a template. Categories include Configuration Management, AI Governance, Enterprise Architecture, Market Intelligence, and Portfolio Management.

Mission

A concrete instance of a template — title, objective, sources, constraints, deliverable, status, priority, tags. Status (available, in progress, completed, archived) and priority (low to critical) are fields an agent can filter by.

Audit trail

Every call — from the dashboard or from an MCP agent — writes one entry, so usage is traceable by user, time, tool and mission.

UserTimeActionToolMissionSource (dashboard | mcp)

Only Admin and Architect roles can view the audit log. Each entry is tagged with its source, dashboard or MCP.

Choose how to get MCP

MCP Professional is included with ARCHAI WORLD University memberships, or available on its own.

MCP Professional

US$4,997 per year

Requires an active ARCHAI WORLD Studio Professional license (US$4,997 per year).

Includes: 1 license, read, mission and execution tools, audit log.

University Professional

Best value

US$9,000 per year

Studio + MCP included for 12 months, a US$9,994 value, plus all 12 Schools of ARCHAI WORLD University.

Includes: 1 Studio + MCP license, full University access.

Choose University Professional

University Corporate

US$49,000 per year

999 learn. 50 build. 50 Studio + MCP licenses for 12 months, a US$499,700 value, plus 999 University learning seats.

Includes: additional Studio + MCP licenses at US$997 per license per year.

Choose University Corporate

MCP Enterprise

FromUS$25,000 per year per workspace

Source connection from US$10,000 per source.

Includes: read, write and execute tools, authorized enterprise sources, full audit export.

Not included in University memberships. Scoped per organization.

Request Enterprise access

Studio and MCP access included with University memberships lasts 12 months from purchase.

Troubleshooting

401 Unauthorized

  • Missing Authorization header
  • Token does not belong to an account in your organization
  • Token copied with extra whitespace

Sign in to the dashboard and copy the token from the "Your MCP API token" card again.

-32602 Unknown tool

  • The "name" field in tools/call does not match a tool name exactly.

Call tools/list first to confirm the exact tool names available to your account.

Empty search result

  • No mission, template or context record matches the given filters.
  • The source is not authorized for your account.

Check the query and filters, and confirm with your administrator that the source is authorized.

-32700 Parse error

  • The request body was not valid JSON.

Send a JSON-RPC 2.0 body with method, params, and Content-Type: application/json.

Frequently Asked Questions