Model Context Protocol (MCP) support with new use case (#42)

* initial mcp

* food ordering with mcp

* prompt eng

* splitting out goals and updating docs

* a diff so I can get tests from codex

* a diff so I can get tests from codex

* oops, missing files

* tests, file formatting

* readme and setup updates

* setup.md link fixes

* readme change

* readme change

* readme change

* stripe food setup script

* single agent mode default

* prompt engineering for better multi agent performance

* performance should be greatly improved

* Update goals/finance.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* Update activities/tool_activities.py

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

* co-pilot PR suggested this change, and now fixed it

* stronger wording around json format response

* formatting

* moved docs to dir

* moved image assets under docs

* cleanup env example, stripe guidance

* cleanup

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

goals/stripe_mcp.py

@@ -0,0 +1,37 @@
+from typing import List
+
+from models.tool_definitions import AgentGoal
+from shared.mcp_config import get_stripe_mcp_server_definition
+
+starter_prompt_generic = "Welcome me, give me a description of what you can do, then ask me for the details you need to do your job."
+
+goal_mcp_stripe = AgentGoal(
+    id="goal_mcp_stripe",
+    category_tag="mcp-integrations",
+    agent_name="Stripe MCP Agent",
+    agent_friendly_description="Manage Stripe operations via MCP",
+    tools=[],  # Will be populated dynamically
+    mcp_server_definition=get_stripe_mcp_server_definition(included_tools=[]),
+    description="Help manage Stripe operations for customer and product data by using the customers.read and products.read tools.",
+    starter_prompt="Welcome! I can help you read Stripe customer and product information.",
+    example_conversation_history="\n ".join(
+        [
+            "agent: Welcome! I can help you read Stripe customer and product information. What would you like to do first?",
+            "user: what customers are there?",
+            "agent: I'll check for customers now.",
+            "user_confirmed_tool_run: <user clicks confirm on customers.read tool>",
+            'tool_result: { "customers": [{"id": "cus_abc", "name": "Customer A"}, {"id": "cus_xyz", "name": "Customer B"}] }',
+            "agent: I found two customers: Customer A and Customer B. Can I help with anything else?",
+            "user: what products exist?",
+            "agent: Let me get the list of products for you.",
+            "user_confirmed_tool_run: <user clicks confirm on products.read tool>",
+            'tool_result: { "products": [{"id": "prod_123", "name": "Gold Plan"}, {"id": "prod_456", "name": "Silver Plan"}] }',
+            "agent: I found two products: Gold Plan and Silver Plan.",
+        ]
+    ),
+)
+
+
+mcp_goals: List[AgentGoal] = [
+    goal_mcp_stripe,
+]