FEAT: Add MCP-wrapped prompt chat target

[Java123456com]

Addresses #1273 (MCP integration), scoped along the refined direction from the issue discussion: composition/wrapping of a generic chat target, not OpenAIResponseTarget-specific. A design summary was posted on the issue before this PR; this PR is deliberately the phase-1 slice.

What this adds

MCPWrappedPromptChatTarget(inner_target, mcp_servers, ...) - a PromptTarget wrapper that composes MCP tool use into any inner target that supports system prompts and multi-turn conversation (LiteLLM, Azure ML, Hugging Face, ...). The wrapper:

1. connects to the configured MCP servers (sessions established lazily, reused across sends, closed in cleanup_target_async);
2. lists each server's tools and injects the catalog plus a strict TOOL_CALL: {json} protocol into the system context;
3. drives a bounded agentic loop: model tool calls are executed through the MCP session, results are fed back as labeled TOOL_RESULT/TOOL_ERROR user turns, and the loop continues until the model answers without a tool call or max_tool_call_rounds (default 5) is exhausted;
4. delegates every round through the inner target's _send_prompt_to_target_async extension point, so the inner target formats the full conversation each round (consistent with how chat targets consume normalized_conversation).

Intermediate agentic rounds stay inside the wrapper and are audit-logged (server, tool, arguments, result size); only the final response is returned to the caller, so memory and reports reflect conversation-level behavior.

MCPServerConfig / MCPTransport - stdio (subprocess) and streamable-http transports through the official mcp Python SDK, behind the new optional extra pyrit[mcp] (lazy import with an actionable install hint; no hard dependency). Transport connection parameters are validated at construction, and plain SSE is not carried forward (deprecated in favor of streamable-HTTP in the MCP spec).

Policy and audit - per-server allowed_tools plus a global allowlist, unknown-tool rejection without execution, per-call timeout, and a round cap with an explicit warning. Malformed TOOL_CALL payloads bounce back to the model as an error turn instead of being executed.

Design decisions (feedback welcome)

• Text protocol vs native tool calls: for a generic PromptTarget wrapper there is no native tool-call channel; the protocol instructions are strict and parsing is defensive (last valid call wins, malformed calls are non-fatal). Wiring the existing MessagePieceType.MCP_CALL / MCP_LIST_TOOLS constants through OpenAIResponseTarget's native Responses-API MCP support is the natural phase 2 and is deliberately out of scope here.
• Memory semantics: each round goes through the inner target's extension point; intermediate turns are not persisted to the wrapper's memory. If maintainers prefer full round-by-round persistence, that is a small change.
• Example servers: only test fixtures ship in this PR (a tiny FastMCP server over stdio); curated example servers can live in docs/examples once the design is agreed.

Tests

tests/unit/mcp/ (20 tests):

• test_mcp_client.py drives a real FastMCP server over stdio (subprocess) end-to-end: initialize handshake, list_tools catalog, call_tool round-trip, server-side tool errors surfacing as is_error, and unconnected-session errors.
• test_mcp_wrapped_prompt_chat_target.py covers the loop protocol with stubbed sessions: catalog/system-context injection, tool-call round-trip, unknown-tool and allowlist denial (rejected without execution), round cap, malformed payload handling, capability validation of the inner target, and session cleanup.

All 20 pass, plus 1,274 passing tests across tests/unit/prompt_target and tests/unit/models; ruff check / ruff format clean; uv.lock regenerated for the new extra.

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