feat: add MCP search service

.env.example

@@ -2,7 +2,6 @@
 SERVER_PORT=8080
 FRONTEND_PORT=3000
 WEBSOCKET_PORT=8082
-OPENISLE_MCP_PORT=8085
 MYSQL_PORT=3306
 REDIS_PORT=6379
 RABBITMQ_PORT=5672

.gitignore

@@ -17,6 +17,7 @@ dist
 
 # misc
 .DS_Store
+__pycache__/
 *.pem
 npm-debug.log*
 yarn-debug.log*

backend/src/main/java/com/openisle/controller/CommentController.java

@@ -1,13 +1,11 @@
 package com.openisle.controller;
 
-import com.openisle.dto.CommentContextDto;
 import com.openisle.dto.CommentDto;
 import com.openisle.dto.CommentRequest;
 import com.openisle.dto.PostChangeLogDto;
 import com.openisle.dto.TimelineItemDto;
 import com.openisle.mapper.CommentMapper;
 import com.openisle.mapper.PostChangeLogMapper;
-import com.openisle.mapper.PostMapper;
 import com.openisle.model.Comment;
 import com.openisle.model.CommentSort;
 import com.openisle.service.*;
@@ -42,7 +40,6 @@ public class CommentController {
   private final PointService pointService;
   private final PostChangeLogService changeLogService;
   private final PostChangeLogMapper postChangeLogMapper;
-  private final PostMapper postMapper;
 
   @Value("${app.captcha.enabled:false}")
   private boolean captchaEnabled;
@@ -187,37 +184,6 @@ public class CommentController {
     return itemDtoList;
   }
 
-  @GetMapping("/comments/{commentId}/context")
-  @Operation(
-    summary = "Comment context",
-    description = "Get a comment along with its previous comments and related post"
-  )
-  @ApiResponse(
-    responseCode = "200",
-    description = "Comment context",
-    content = @Content(schema = @Schema(implementation = CommentContextDto.class))
-  )
-  public ResponseEntity<CommentContextDto> getCommentContext(@PathVariable Long commentId) {
-    log.debug("getCommentContext called for comment {}", commentId);
-    Comment comment = commentService.getComment(commentId);
-    CommentContextDto dto = new CommentContextDto();
-    dto.setPost(postMapper.toSummaryDto(comment.getPost()));
-    dto.setTargetComment(commentMapper.toDtoWithReplies(comment));
-    dto.setPreviousComments(
-      commentService
-        .getCommentsBefore(comment)
-        .stream()
-        .map(commentMapper::toDtoWithReplies)
-        .collect(Collectors.toList())
-    );
-    log.debug(
-      "getCommentContext returning {} previous comments for comment {}",
-      dto.getPreviousComments().size(),
-      commentId
-    );
-    return ResponseEntity.ok(dto);
-  }
-
   @DeleteMapping("/comments/{id}")
   @Operation(summary = "Delete comment", description = "Delete a comment")
   @ApiResponse(responseCode = "200", description = "Deleted")

backend/src/main/java/com/openisle/controller/PostController.java

@@ -224,26 +224,6 @@ public class PostController {
       .collect(Collectors.toList());
   }
 
-  @GetMapping("/recent")
-  @Operation(
-    summary = "Recent posts",
-    description = "List posts created within the specified number of minutes"
-  )
-  @ApiResponse(
-    responseCode = "200",
-    description = "Recent posts",
-    content = @Content(
-      array = @ArraySchema(schema = @Schema(implementation = PostSummaryDto.class))
-    )
-  )
-  public List<PostSummaryDto> recentPosts(@RequestParam("minutes") int minutes) {
-    return postService
-      .listRecentPosts(minutes)
-      .stream()
-      .map(postMapper::toSummaryDto)
-      .collect(Collectors.toList());
-  }
-
   @GetMapping("/ranking")
   @Operation(summary = "Ranking posts", description = "List posts by view rankings")
   @ApiResponse(

backend/src/main/java/com/openisle/dto/CommentContextDto.java

@@ -1,15 +0,0 @@
-package com.openisle.dto;
-
-import java.util.List;
-import lombok.Data;
-
-/**
- * DTO representing the context of a comment including its post and previous comments.
- */
-@Data
-public class CommentContextDto {
-
-  private PostSummaryDto post;
-  private CommentDto targetComment;
-  private List<CommentDto> previousComments;
-}

backend/src/main/java/com/openisle/repository/CommentRepository.java

@@ -3,7 +3,6 @@ package com.openisle.repository;
 import com.openisle.model.Comment;
 import com.openisle.model.Post;
 import com.openisle.model.User;
-import java.time.LocalDateTime;
 import java.util.List;
 import org.springframework.data.domain.Pageable;
 import org.springframework.data.jpa.repository.JpaRepository;
@@ -11,10 +10,6 @@ import org.springframework.data.jpa.repository.JpaRepository;
 public interface CommentRepository extends JpaRepository<Comment, Long> {
   List<Comment> findByPostAndParentIsNullOrderByCreatedAtAsc(Post post);
   List<Comment> findByParentOrderByCreatedAtAsc(Comment parent);
-  List<Comment> findByPostAndCreatedAtLessThanOrderByCreatedAtAsc(
-    Post post,
-    LocalDateTime createdAt
-  );
   List<Comment> findByAuthorOrderByCreatedAtDesc(User author, Pageable pageable);
   List<Comment> findByContentContainingIgnoreCase(String keyword);
 

backend/src/main/java/com/openisle/repository/PostRepository.java

@@ -19,10 +19,6 @@ public interface PostRepository extends JpaRepository<Post, Long> {
   List<Post> findByStatusOrderByCreatedAtDesc(PostStatus status, Pageable pageable);
   List<Post> findByStatusOrderByViewsDesc(PostStatus status);
   List<Post> findByStatusOrderByViewsDesc(PostStatus status, Pageable pageable);
-  List<Post> findByStatusAndCreatedAtGreaterThanEqualOrderByCreatedAtDesc(
-    PostStatus status,
-    LocalDateTime createdAt
-  );
   List<Post> findByAuthorAndStatusOrderByCreatedAtDesc(
     User author,
     PostStatus status,

backend/src/main/java/com/openisle/service/CommentService.java

@@ -266,27 +266,6 @@ public class CommentService {
     return replies;
   }
 
-  public Comment getComment(Long commentId) {
-    log.debug("getComment called for id {}", commentId);
-    return commentRepository
-      .findById(commentId)
-      .orElseThrow(() -> new com.openisle.exception.NotFoundException("Comment not found"));
-  }
-
-  public List<Comment> getCommentsBefore(Comment comment) {
-    log.debug("getCommentsBefore called for comment {}", comment.getId());
-    List<Comment> comments = commentRepository.findByPostAndCreatedAtLessThanOrderByCreatedAtAsc(
-      comment.getPost(),
-      comment.getCreatedAt()
-    );
-    log.debug(
-      "getCommentsBefore returning {} comments for comment {}",
-      comments.size(),
-      comment.getId()
-    );
-    return comments;
-  }
-
   public List<Comment> getRecentCommentsByUser(String username, int limit) {
     log.debug("getRecentCommentsByUser called for user {} with limit {}", username, limit);
     User user = userRepository

backend/src/main/java/com/openisle/service/PostService.java

@@ -770,18 +770,6 @@ public class PostService {
     return listPostsByCategories(null, null, null);
   }
 
-  public List<Post> listRecentPosts(int minutes) {
-    if (minutes <= 0) {
-      throw new IllegalArgumentException("Minutes must be positive");
-    }
-    LocalDateTime since = LocalDateTime.now().minusMinutes(minutes);
-    List<Post> posts = postRepository.findByStatusAndCreatedAtGreaterThanEqualOrderByCreatedAtDesc(
-      PostStatus.PUBLISHED,
-      since
-    );
-    return sortByPinnedAndCreated(posts);
-  }
-
   public List<Post> listPostsByViews(Integer page, Integer pageSize) {
     return listPostsByViews(null, null, page, pageSize);
   }

deploy/deploy.sh

@@ -40,12 +40,12 @@ echo "👉 Build images ..."
 docker compose -f "$compose_file" --env-file "$env_file" \
   build --pull \
   --build-arg NUXT_ENV=production \
-  frontend_service mcp
+  frontend_service
 
 echo "👉 Recreate & start all target services (no dev profile)..."
 docker compose -f "$compose_file" --env-file "$env_file" \
   up -d --force-recreate --remove-orphans --no-deps \
-  mysql redis rabbitmq websocket-service springboot frontend_service mcp
+  mysql redis rabbitmq websocket-service springboot frontend_service
 
 echo "👉 Current status:"
 docker compose -f "$compose_file" --env-file "$env_file" ps

deploy/deploy_staging.sh

@@ -39,12 +39,12 @@ echo "👉 Build images (staging)..."
 docker compose -f "$compose_file" --env-file "$env_file" \
   build --pull \
   --build-arg NUXT_ENV=staging \
-  frontend_service mcp
+  frontend_service
 
 echo "👉 Recreate & start all target services (no dev profile)..."
 docker compose -f "$compose_file" --env-file "$env_file" \
   up -d --force-recreate --remove-orphans --no-deps \
-  mysql redis rabbitmq websocket-service springboot frontend_service mcp
+  mysql redis rabbitmq websocket-service springboot frontend_service
 
 echo "👉 Current status:"
 docker compose -f "$compose_file" --env-file "$env_file" ps

docker/docker-compose.yaml

@@ -178,32 +178,6 @@ services:
       - dev
       - prod
 
-  mcp:
-    build:
-      context: ..
-      dockerfile: docker/mcp.Dockerfile
-    container_name: ${COMPOSE_PROJECT_NAME}-openisle-mcp
-    env_file:
-      - ${ENV_FILE:-../.env}
-    environment:
-      OPENISLE_MCP_BACKEND_BASE_URL: http://springboot:${SERVER_PORT:-8080}
-      OPENISLE_MCP_HOST: 0.0.0.0
-      OPENISLE_MCP_PORT: ${OPENISLE_MCP_PORT:-8085}
-      OPENISLE_MCP_TRANSPORT: ${OPENISLE_MCP_TRANSPORT:-streamable-http}
-      OPENISLE_MCP_REQUEST_TIMEOUT: ${OPENISLE_MCP_REQUEST_TIMEOUT:-10.0}
-    ports:
-      - "${OPENISLE_MCP_PORT:-8085}:${OPENISLE_MCP_PORT:-8085}"
-    depends_on:
-      springboot:
-        condition: service_started
-    networks:
-      - openisle-network
-    profiles:
-      - dev
-      - dev_local_backend
-      - prod
-
-
   websocket-service:
     image: maven:3.9-eclipse-temurin-17
     container_name: ${COMPOSE_PROJECT_NAME}-openisle-websocket
@@ -239,6 +213,32 @@ services:
       - dev_local_backend
       - prod
 
+  mcp-service:
+    build:
+      context: ..
+      dockerfile: mcp/Dockerfile
+    container_name: ${COMPOSE_PROJECT_NAME}-openisle-mcp
+    env_file:
+      - ${ENV_FILE:-../.env}
+    environment:
+      FASTMCP_HOST: 0.0.0.0
+      FASTMCP_PORT: ${MCP_PORT:-8765}
+      OPENISLE_BACKEND_URL: ${OPENISLE_BACKEND_URL:-http://springboot:8080}
+      OPENISLE_BACKEND_TIMEOUT: ${OPENISLE_BACKEND_TIMEOUT:-10}
+      OPENISLE_MCP_TRANSPORT: ${OPENISLE_MCP_TRANSPORT:-sse}
+      OPENISLE_MCP_SSE_MOUNT_PATH: ${OPENISLE_MCP_SSE_MOUNT_PATH:-/mcp}
+    ports:
+      - "${MCP_PORT:-8765}:${MCP_PORT:-8765}"
+    depends_on:
+      springboot:
+        condition: service_healthy
+    restart: unless-stopped
+    networks:
+      - openisle-network
+    profiles:
+      - dev
+      - prod
+
   frontend_dev:
     image: node:20
     container_name: ${COMPOSE_PROJECT_NAME}-openisle-frontend-dev

docker/mcp.Dockerfile

@@ -1,21 +0,0 @@
-FROM python:3.11-slim AS base
-
-ENV PYTHONDONTWRITEBYTECODE=1 \
-    PYTHONUNBUFFERED=1
-
-WORKDIR /app
-
-COPY mcp/pyproject.toml mcp/README.md ./
-COPY mcp/src ./src
-
-RUN pip install --no-cache-dir --upgrade pip \
-    && pip install --no-cache-dir .
-
-ENV OPENISLE_MCP_HOST=0.0.0.0 \
-    OPENISLE_MCP_PORT=8085 \
-    OPENISLE_MCP_TRANSPORT=streamable-http
-
-EXPOSE 8085
-
-CMD ["openisle-mcp"]
-

mcp/Dockerfile

@@ -0,0 +1,17 @@
+FROM python:3.11-slim AS runtime
+
+ENV PYTHONUNBUFFERED=1 \
+    PIP_NO_CACHE_DIR=1
+
+WORKDIR /app
+
+COPY mcp/pyproject.toml /app/pyproject.toml
+COPY mcp/README.md /app/README.md
+COPY mcp/src /app/src
+
+RUN pip install --upgrade pip \
+    && pip install .
+
+EXPOSE 8765
+
+CMD ["openisle-mcp"]

mcp/README.md

@@ -1,39 +1,39 @@
 # OpenIsle MCP Server
 
-This package provides a [Model Context Protocol](https://modelcontextprotocol.io) (MCP) server
-that exposes OpenIsle's search capabilities as MCP tools. The initial release focuses on the
-global search endpoint so the agent ecosystem can retrieve relevant posts, users, tags, and
-other resources.
+This package provides a [Model Context Protocol](https://github.com/modelcontextprotocol) (MCP) server that exposes the OpenIsle
+search capabilities to AI assistants. The server wraps the existing Spring Boot backend and currently provides a single `search`
+tool. Future iterations can extend the server with additional functionality such as publishing new posts or moderating content.
 
-## Configuration
+## Features
 
-The server is configured through environment variables (all prefixed with `OPENISLE_MCP_`):
+- 🔍 **Global search** — delegates to the existing `/api/search/global` endpoint exposed by the OpenIsle backend.
+- 🧠 **Structured results** — responses include highlights and deep links so AI clients can present the results cleanly.
+- ⚙️ **Configurable** — point the server at any reachable OpenIsle backend by setting environment variables.
 
-| Variable | Default | Description |
-| --- | --- | --- |
-| `BACKEND_BASE_URL` | `http://springboot:8080` | Base URL of the OpenIsle backend. |
-| `PORT` | `8085` | TCP port when running with the `streamable-http` transport. |
-| `HOST` | `0.0.0.0` | Interface to bind when serving HTTP. |
-| `TRANSPORT` | `streamable-http` | Transport to use (`stdio`, `sse`, or `streamable-http`). |
-| `REQUEST_TIMEOUT` | `10.0` | Timeout (seconds) for backend HTTP requests. |
-
-## Running locally
+## Local development
 
 ```bash
-pip install .
-OPENISLE_MCP_BACKEND_BASE_URL="http://localhost:8080" openisle-mcp
+cd mcp
+python -m venv .venv
+source .venv/bin/activate
+pip install -e .
+openisle-mcp --transport stdio  # or "sse"/"streamable-http"
 ```
 
-By default the server listens on port `8085` and serves MCP over Streamable HTTP.
+Environment variables:
 
-## Available tools
+| Variable | Description | Default |
+| --- | --- | --- |
+| `OPENISLE_BACKEND_URL` | Base URL of the Spring Boot backend | `http://springboot:8080` |
+| `OPENISLE_BACKEND_TIMEOUT` | Timeout (seconds) for backend HTTP calls | `10` |
+| `OPENISLE_PUBLIC_BASE_URL` | Optional base URL used to build deep links in search results | *(unset)* |
+| `OPENISLE_MCP_TRANSPORT` | MCP transport (`stdio`, `sse`, `streamable-http`) | `stdio` |
+| `OPENISLE_MCP_SSE_MOUNT_PATH` | Mount path when using SSE transport | `/mcp` |
+| `FASTMCP_HOST` | Host for SSE / HTTP transports | `127.0.0.1` |
+| `FASTMCP_PORT` | Port for SSE / HTTP transports | `8000` |
 
-| Tool | Description |
-| --- | --- |
-| `search` | Perform a global search against the OpenIsle backend. |
-| `reply_to_comment` | Reply to an existing comment using a JWT token. |
-| `recent_posts` | Retrieve posts created within the last *N* minutes. |
+## Docker
 
-The tools return structured data mirroring the backend DTOs, including highlighted snippets for
-search results, the full comment payload for replies, and detailed metadata for recent posts.
+A dedicated Docker image is provided and wired into `docker-compose.yaml`. The container listens on
+`${MCP_PORT:-8765}` and connects to the backend service running in the same compose stack.
 

mcp/pyproject.toml

@@ -1,27 +1,29 @@
 [build-system]
-requires = ["hatchling>=1.25"]
-build-backend = "hatchling.build"
+requires = ["setuptools>=68", "wheel"]
+build-backend = "setuptools.build_meta"
 
 [project]
 name = "openisle-mcp"
 version = "0.1.0"
-description = "Model Context Protocol server exposing OpenIsle search capabilities."
+description = "Model Context Protocol server exposing OpenIsle search capabilities"
 readme = "README.md"
-authors = [{ name = "OpenIsle", email = "engineering@openisle.example" }]
+authors = [{name = "OpenIsle Team"}]
+license = {text = "MIT"}
 requires-python = ">=3.11"
 dependencies = [
   "mcp>=1.19.0",
-  "httpx>=0.28,<0.29",
-  "pydantic>=2.12,<3",
-  "pydantic-settings>=2.11,<3"
+  "httpx>=0.28.0",
+  "pydantic>=2.12.0",
 ]
 
 [project.scripts]
 openisle-mcp = "openisle_mcp.server:main"
 
-[tool.hatch.build]
-packages = ["src/openisle_mcp"]
+[tool.setuptools]
+package-dir = {"" = "src"}
 
-[tool.ruff]
-line-length = 100
+[tool.setuptools.packages.find]
+where = ["src"]
 
+[tool.setuptools.package-data]
+openisle_mcp = ["py.typed"]

mcp/src/openisle_mcp/__init__.py

@@ -1,6 +1,10 @@
 """OpenIsle MCP server package."""
 
-from .config import Settings, get_settings
+from importlib import metadata
 
-__all__ = ["Settings", "get_settings"]
+try:
+    __version__ = metadata.version("openisle-mcp")
+except metadata.PackageNotFoundError:  # pragma: no cover - best effort during dev
+    __version__ = "0.0.0"
 
+__all__ = ["__version__"]

mcp/src/openisle_mcp/client.py

@@ -0,0 +1,79 @@
+"""HTTP client for talking to the OpenIsle backend."""
+
+from __future__ import annotations
+
+import json
+import logging
+from typing import List
+
+import httpx
+from pydantic import ValidationError
+
+from .models import BackendSearchResult
+
+__all__ = ["BackendClientError", "OpenIsleBackendClient"]
+
+logger = logging.getLogger(__name__)
+
+
+class BackendClientError(RuntimeError):
+    """Raised when the backend cannot fulfil a request."""
+
+
+class OpenIsleBackendClient:
+    """Tiny wrapper around the Spring Boot search endpoints."""
+
+    def __init__(self, base_url: str, timeout: float = 10.0) -> None:
+        if not base_url:
+            raise ValueError("base_url must not be empty")
+        self._base_url = base_url.rstrip("/")
+        timeout = timeout if timeout > 0 else 10.0
+        self._timeout = httpx.Timeout(timeout, connect=timeout, read=timeout)
+
+    @property
+    def base_url(self) -> str:
+        return self._base_url
+
+    async def search_global(self, keyword: str) -> List[BackendSearchResult]:
+        """Call `/api/search/global` and normalise the payload."""
+
+        url = f"{self._base_url}/api/search/global"
+        params = {"keyword": keyword}
+        headers = {"Accept": "application/json"}
+        logger.debug("Calling OpenIsle backend", extra={"url": url, "params": params})
+
+        try:
+            async with httpx.AsyncClient(timeout=self._timeout, headers=headers, follow_redirects=True) as client:
+                response = await client.get(url, params=params)
+                response.raise_for_status()
+        except httpx.HTTPStatusError as exc:  # pragma: no cover - network errors are rare in tests
+            body_preview = _truncate_body(exc.response.text)
+            raise BackendClientError(
+                f"Backend returned HTTP {exc.response.status_code}: {body_preview}"
+            ) from exc
+        except httpx.RequestError as exc:  # pragma: no cover - network errors are rare in tests
+            raise BackendClientError(f"Failed to reach backend: {exc}") from exc
+
+        try:
+            payload = response.json()
+        except json.JSONDecodeError as exc:
+            raise BackendClientError("Backend returned invalid JSON") from exc
+
+        if not isinstance(payload, list):
+            raise BackendClientError("Unexpected search payload type; expected a list")
+
+        results: list[BackendSearchResult] = []
+        for item in payload:
+            try:
+                results.append(BackendSearchResult.model_validate(item))
+            except ValidationError as exc:
+                raise BackendClientError(f"Invalid search result payload: {exc}") from exc
+
+        return results
+
+
+def _truncate_body(body: str, limit: int = 200) -> str:
+    body = body.strip()
+    if len(body) <= limit:
+        return body
+    return f"{body[:limit]}…"

mcp/src/openisle_mcp/config.py

@@ -1,52 +0,0 @@
-"""Application configuration helpers for the OpenIsle MCP server."""
-
-from __future__ import annotations
-
-from functools import lru_cache
-from typing import Literal
-
-from pydantic import Field
-from pydantic.networks import AnyHttpUrl
-from pydantic_settings import BaseSettings, SettingsConfigDict
-
-
-class Settings(BaseSettings):
-    """Configuration for the MCP server."""
-
-    backend_base_url: AnyHttpUrl = Field(
-        "http://springboot:8080",
-        description="Base URL for the OpenIsle backend service.",
-    )
-    host: str = Field(
-        "0.0.0.0",
-        description="Host interface to bind when running with HTTP transports.",
-    )
-    port: int = Field(
-        8085,
-        ge=1,
-        le=65535,
-        description="TCP port for HTTP transports.",
-    )
-    transport: Literal["stdio", "sse", "streamable-http"] = Field(
-        "streamable-http",
-        description="MCP transport to use when running the server.",
-    )
-    request_timeout: float = Field(
-        10.0,
-        gt=0,
-        description="Timeout (seconds) for backend search requests.",
-    )
-
-    model_config = SettingsConfigDict(
-        env_prefix="OPENISLE_MCP_",
-        env_file=".env",
-        env_file_encoding="utf-8",
-        case_sensitive=False,
-    )
-
-
-@lru_cache(maxsize=1)
-def get_settings() -> Settings:
-    """Return cached application settings."""
-
-    return Settings()

mcp/src/openisle_mcp/models.py

@@ -0,0 +1,58 @@
+"""Pydantic models used by the OpenIsle MCP server."""
+
+from __future__ import annotations
+
+from typing import Dict, Optional
+
+from pydantic import BaseModel, ConfigDict, Field
+
+__all__ = [
+    "BackendSearchResult",
+    "SearchResult",
+    "SearchResponse",
+]
+
+
+class BackendSearchResult(BaseModel):
+    """Shape of the payload returned by the OpenIsle backend."""
+
+    type: str
+    id: Optional[int] = None
+    text: Optional[str] = None
+    sub_text: Optional[str] = Field(default=None, alias="subText")
+    extra: Optional[str] = None
+    post_id: Optional[int] = Field(default=None, alias="postId")
+    highlighted_text: Optional[str] = Field(default=None, alias="highlightedText")
+    highlighted_sub_text: Optional[str] = Field(default=None, alias="highlightedSubText")
+    highlighted_extra: Optional[str] = Field(default=None, alias="highlightedExtra")
+
+    model_config = ConfigDict(populate_by_name=True, extra="ignore")
+
+
+class SearchResult(BaseModel):
+    """Structured search result returned to MCP clients."""
+
+    type: str = Field(description="Entity type, e.g. post, comment, user")
+    id: Optional[int] = Field(default=None, description="Primary identifier for the entity")
+    title: Optional[str] = Field(default=None, description="Primary text to display")
+    subtitle: Optional[str] = Field(default=None, description="Secondary text (e.g. author or category)")
+    extra: Optional[str] = Field(default=None, description="Additional descriptive snippet")
+    post_id: Optional[int] = Field(default=None, description="Associated post id for comment results")
+    url: Optional[str] = Field(default=None, description="Deep link to the resource inside OpenIsle")
+    highlights: Dict[str, Optional[str]] = Field(
+        default_factory=dict,
+        description="Highlighted HTML fragments keyed by field name",
+    )
+
+    model_config = ConfigDict(populate_by_name=True)
+
+
+class SearchResponse(BaseModel):
+    """Response envelope returned from the MCP search tool."""
+
+    keyword: str = Field(description="Sanitised keyword that was searched for")
+    total_results: int = Field(description="Total number of results returned by the backend")
+    limit: int = Field(description="Maximum number of results included in the response")
+    results: list[SearchResult] = Field(default_factory=list, description="Search results up to the requested limit")
+
+    model_config = ConfigDict(populate_by_name=True)

mcp/src/openisle_mcp/schemas.py

@@ -1,273 +0,0 @@
-"""Pydantic models describing tool inputs and outputs."""
-
-from __future__ import annotations
-
-from datetime import datetime
-from typing import Any, Optional
-
-from pydantic import BaseModel, Field, ConfigDict
-
-
-class SearchResultItem(BaseModel):
-    """A single search result entry."""
-
-    type: str = Field(description="Entity type for the result (post, user, tag, etc.).")
-    id: Optional[int] = Field(default=None, description="Identifier of the matched entity.")
-    text: Optional[str] = Field(default=None, description="Primary text associated with the result.")
-    sub_text: Optional[str] = Field(
-        default=None,
-        alias="subText",
-        description="Secondary text, e.g. a username or excerpt.",
-    )
-    extra: Optional[str] = Field(default=None, description="Additional contextual information.")
-    post_id: Optional[int] = Field(
-        default=None,
-        alias="postId",
-        description="Associated post identifier when relevant.",
-    )
-    highlighted_text: Optional[str] = Field(
-        default=None,
-        alias="highlightedText",
-        description="Highlighted snippet of the primary text if available.",
-    )
-    highlighted_sub_text: Optional[str] = Field(
-        default=None,
-        alias="highlightedSubText",
-        description="Highlighted snippet of the secondary text if available.",
-    )
-    highlighted_extra: Optional[str] = Field(
-        default=None,
-        alias="highlightedExtra",
-        description="Highlighted snippet of extra information if available.",
-    )
-
-    model_config = ConfigDict(populate_by_name=True)
-
-
-class SearchResponse(BaseModel):
-    """Structured response returned by the search tool."""
-
-    keyword: str = Field(description="The keyword that was searched.")
-    total: int = Field(description="Total number of matches returned by the backend.")
-    results: list[SearchResultItem] = Field(
-        default_factory=list,
-        description="Ordered collection of search results.",
-    )
-
-
-class AuthorInfo(BaseModel):
-    """Summary of a post or comment author."""
-
-    id: Optional[int] = Field(default=None, description="Author identifier.")
-    username: Optional[str] = Field(default=None, description="Author username.")
-    avatar: Optional[str] = Field(default=None, description="URL of the author's avatar.")
-    display_medal: Optional[str] = Field(
-        default=None,
-        alias="displayMedal",
-        description="Medal displayed next to the author, when available.",
-    )
-
-    model_config = ConfigDict(populate_by_name=True, extra="allow")
-
-
-class CategoryInfo(BaseModel):
-    """Basic information about a post category."""
-
-    id: Optional[int] = Field(default=None, description="Category identifier.")
-    name: Optional[str] = Field(default=None, description="Category name.")
-    description: Optional[str] = Field(
-        default=None, description="Human friendly description of the category."
-    )
-    icon: Optional[str] = Field(default=None, description="Icon URL associated with the category.")
-    small_icon: Optional[str] = Field(
-        default=None,
-        alias="smallIcon",
-        description="Compact icon URL for the category.",
-    )
-    count: Optional[int] = Field(default=None, description="Number of posts within the category.")
-
-    model_config = ConfigDict(populate_by_name=True, extra="allow")
-
-
-class TagInfo(BaseModel):
-    """Details for a tag assigned to a post."""
-
-    id: Optional[int] = Field(default=None, description="Tag identifier.")
-    name: Optional[str] = Field(default=None, description="Tag name.")
-    description: Optional[str] = Field(default=None, description="Description of the tag.")
-    icon: Optional[str] = Field(default=None, description="Icon URL for the tag.")
-    small_icon: Optional[str] = Field(
-        default=None,
-        alias="smallIcon",
-        description="Compact icon URL for the tag.",
-    )
-    created_at: Optional[datetime] = Field(
-        default=None,
-        alias="createdAt",
-        description="When the tag was created.",
-    )
-    count: Optional[int] = Field(default=None, description="Number of posts using the tag.")
-
-    model_config = ConfigDict(populate_by_name=True, extra="allow")
-
-
-class ReactionInfo(BaseModel):
-    """Representation of a reaction on a post or comment."""
-
-    id: Optional[int] = Field(default=None, description="Reaction identifier.")
-    type: Optional[str] = Field(default=None, description="Reaction type (emoji, like, etc.).")
-    user: Optional[str] = Field(default=None, description="Username of the reacting user.")
-    post_id: Optional[int] = Field(
-        default=None,
-        alias="postId",
-        description="Related post identifier when applicable.",
-    )
-    comment_id: Optional[int] = Field(
-        default=None,
-        alias="commentId",
-        description="Related comment identifier when applicable.",
-    )
-    message_id: Optional[int] = Field(
-        default=None,
-        alias="messageId",
-        description="Related message identifier when applicable.",
-    )
-    reward: Optional[int] = Field(default=None, description="Reward granted for the reaction, if any.")
-
-    model_config = ConfigDict(populate_by_name=True, extra="allow")
-
-
-class CommentData(BaseModel):
-    """Comment information returned by the backend."""
-
-    id: Optional[int] = Field(default=None, description="Comment identifier.")
-    content: Optional[str] = Field(default=None, description="Markdown content of the comment.")
-    created_at: Optional[datetime] = Field(
-        default=None,
-        alias="createdAt",
-        description="Timestamp when the comment was created.",
-    )
-    pinned_at: Optional[datetime] = Field(
-        default=None,
-        alias="pinnedAt",
-        description="Timestamp when the comment was pinned, if applicable.",
-    )
-    author: Optional[AuthorInfo] = Field(default=None, description="Author of the comment.")
-    replies: list["CommentData"] = Field(
-        default_factory=list,
-        description="Nested replies associated with the comment.",
-    )
-    reactions: list[ReactionInfo] = Field(
-        default_factory=list,
-        description="Reactions applied to the comment.",
-    )
-    reward: Optional[int] = Field(default=None, description="Reward gained by posting the comment.")
-    point_reward: Optional[int] = Field(
-        default=None,
-        alias="pointReward",
-        description="Points rewarded for the comment.",
-    )
-
-    model_config = ConfigDict(populate_by_name=True, extra="allow")
-
-
-class CommentReplyResult(BaseModel):
-    """Structured response returned when replying to a comment."""
-
-    comment: CommentData = Field(description="Reply comment returned by the backend.")
-
-
-class PostSummary(BaseModel):
-    """Summary information for a post."""
-
-    id: Optional[int] = Field(default=None, description="Post identifier.")
-    title: Optional[str] = Field(default=None, description="Title of the post.")
-    content: Optional[str] = Field(default=None, description="Excerpt or content of the post.")
-    created_at: Optional[datetime] = Field(
-        default=None,
-        alias="createdAt",
-        description="When the post was created.",
-    )
-    author: Optional[AuthorInfo] = Field(default=None, description="Author who created the post.")
-    category: Optional[CategoryInfo] = Field(default=None, description="Category of the post.")
-    tags: list[TagInfo] = Field(default_factory=list, description="Tags assigned to the post.")
-    views: Optional[int] = Field(default=None, description="Total view count for the post.")
-    comment_count: Optional[int] = Field(
-        default=None,
-        alias="commentCount",
-        description="Number of comments on the post.",
-    )
-    status: Optional[str] = Field(default=None, description="Workflow status of the post.")
-    pinned_at: Optional[datetime] = Field(
-        default=None,
-        alias="pinnedAt",
-        description="When the post was pinned, if ever.",
-    )
-    last_reply_at: Optional[datetime] = Field(
-        default=None,
-        alias="lastReplyAt",
-        description="Timestamp of the most recent reply.",
-    )
-    reactions: list[ReactionInfo] = Field(
-        default_factory=list,
-        description="Reactions received by the post.",
-    )
-    participants: list[AuthorInfo] = Field(
-        default_factory=list,
-        description="Users participating in the discussion.",
-    )
-    subscribed: Optional[bool] = Field(
-        default=None,
-        description="Whether the current user is subscribed to the post.",
-    )
-    reward: Optional[int] = Field(default=None, description="Reward granted for the post.")
-    point_reward: Optional[int] = Field(
-        default=None,
-        alias="pointReward",
-        description="Points granted for the post.",
-    )
-    type: Optional[str] = Field(default=None, description="Type of the post.")
-    lottery: Optional[dict[str, Any]] = Field(
-        default=None, description="Lottery information for the post."
-    )
-    poll: Optional[dict[str, Any]] = Field(
-        default=None, description="Poll information for the post."
-    )
-    rss_excluded: Optional[bool] = Field(
-        default=None,
-        alias="rssExcluded",
-        description="Whether the post is excluded from RSS feeds.",
-    )
-    closed: Optional[bool] = Field(default=None, description="Whether the post is closed for replies.")
-    visible_scope: Optional[str] = Field(
-        default=None,
-        alias="visibleScope",
-        description="Visibility scope configuration for the post.",
-    )
-
-    model_config = ConfigDict(populate_by_name=True, extra="allow")
-
-
-class RecentPostsResponse(BaseModel):
-    """Structured response for the recent posts tool."""
-
-    minutes: int = Field(description="Time window, in minutes, used for the query.")
-    total: int = Field(description="Number of posts returned by the backend.")
-    posts: list[PostSummary] = Field(
-        default_factory=list,
-        description="Posts created within the requested time window.",
-    )
-
-
-CommentData.model_rebuild()
-
-
-class PostDetail(PostSummary):
-    """Detailed information for a single post, including comments."""
-
-    comments: list[CommentData] = Field(
-        default_factory=list,
-        description="Comments that belong to the post.",
-    )
-
-    model_config = ConfigDict(populate_by_name=True, extra="allow")

mcp/src/openisle_mcp/search_client.py

@@ -1,110 +0,0 @@
-"""HTTP client helpers for talking to the OpenIsle backend endpoints."""
-
-from __future__ import annotations
-
-import json
-from typing import Any
-
-import httpx
-
-
-class SearchClient:
-    """Client for calling the OpenIsle HTTP APIs used by the MCP server."""
-
-    def __init__(self, base_url: str, *, timeout: float = 10.0) -> None:
-        self._base_url = base_url.rstrip("/")
-        self._timeout = timeout
-        self._client: httpx.AsyncClient | None = None
-
-    def _get_client(self) -> httpx.AsyncClient:
-        if self._client is None:
-            self._client = httpx.AsyncClient(base_url=self._base_url, timeout=self._timeout)
-        return self._client
-
-    async def global_search(self, keyword: str) -> list[dict[str, Any]]:
-        """Call the global search endpoint and return the parsed JSON payload."""
-
-        client = self._get_client()
-        response = await client.get(
-            "/api/search/global",
-            params={"keyword": keyword},
-            headers={"Accept": "application/json"},
-        )
-        response.raise_for_status()
-        payload = response.json()
-        if not isinstance(payload, list):
-            formatted = json.dumps(payload, ensure_ascii=False)[:200]
-            raise ValueError(f"Unexpected response format from search endpoint: {formatted}")
-        return [self._ensure_dict(entry) for entry in payload]
-
-    async def reply_to_comment(
-        self,
-        comment_id: int,
-        token: str,
-        content: str,
-        captcha: str | None = None,
-    ) -> dict[str, Any]:
-        """Reply to an existing comment and return the created reply."""
-
-        client = self._get_client()
-        headers = {
-            "Accept": "application/json",
-            "Content-Type": "application/json",
-            "Authorization": f"Bearer {token}",
-        }
-        payload: dict[str, Any] = {"content": content}
-        if captcha is not None:
-            stripped_captcha = captcha.strip()
-            if stripped_captcha:
-                payload["captcha"] = stripped_captcha
-
-        response = await client.post(
-            f"/api/comments/{comment_id}/replies",
-            json=payload,
-            headers=headers,
-        )
-        response.raise_for_status()
-        return self._ensure_dict(response.json())
-
-    async def recent_posts(self, minutes: int) -> list[dict[str, Any]]:
-        """Return posts created within the given timeframe."""
-
-        client = self._get_client()
-        response = await client.get(
-            "/api/posts/recent",
-            params={"minutes": minutes},
-            headers={"Accept": "application/json"},
-        )
-        response.raise_for_status()
-        payload = response.json()
-        if not isinstance(payload, list):
-            formatted = json.dumps(payload, ensure_ascii=False)[:200]
-            raise ValueError(
-                f"Unexpected response format from recent posts endpoint: {formatted}"
-            )
-        return [self._ensure_dict(entry) for entry in payload]
-
-    async def get_post(self, post_id: int, token: str | None = None) -> dict[str, Any]:
-        """Retrieve the detailed payload for a single post."""
-
-        client = self._get_client()
-        headers = {"Accept": "application/json"}
-        if token:
-            headers["Authorization"] = f"Bearer {token}"
-
-        response = await client.get(f"/api/posts/{post_id}", headers=headers)
-        response.raise_for_status()
-        return self._ensure_dict(response.json())
-
-    async def aclose(self) -> None:
-        """Dispose of the underlying HTTP client."""
-
-        if self._client is not None:
-            await self._client.aclose()
-            self._client = None
-
-    @staticmethod
-    def _ensure_dict(entry: Any) -> dict[str, Any]:
-        if not isinstance(entry, dict):
-            raise ValueError(f"Expected JSON object, got: {type(entry)!r}")
-        return entry

mcp/src/openisle_mcp/server.py

@@ -1,305 +1,164 @@
-"""Entry point for running the OpenIsle MCP server."""
+"""Entry point for the OpenIsle MCP server."""
 
 from __future__ import annotations
 
-from contextlib import asynccontextmanager
-from typing import Annotated
+import argparse
+import logging
+import os
+from typing import Annotated, Optional
 
-import httpx
 from mcp.server.fastmcp import Context, FastMCP
-from pydantic import ValidationError
-from pydantic import Field as PydanticField
+from mcp.server.fastmcp import exceptions as mcp_exceptions
+from pydantic import Field
 
-from .config import get_settings
-from .schemas import (
-    CommentData,
-    CommentReplyResult,
-    PostDetail,
-    PostSummary,
-    RecentPostsResponse,
-    SearchResponse,
-    SearchResultItem,
-)
-from .search_client import SearchClient
+from .client import BackendClientError, OpenIsleBackendClient
+from .models import BackendSearchResult, SearchResponse, SearchResult
 
-settings = get_settings()
-search_client = SearchClient(
-    str(settings.backend_base_url), timeout=settings.request_timeout
-)
+logger = logging.getLogger(__name__)
 
+APP_NAME = "openisle-mcp"
+DEFAULT_BACKEND_URL = "http://springboot:8080"
+DEFAULT_TRANSPORT = "stdio"
+DEFAULT_TIMEOUT = 10.0
+DEFAULT_LIMIT = 20
+MAX_LIMIT = 50
 
-@asynccontextmanager
-async def lifespan(_: FastMCP):
-    """Lifecycle hook that disposes shared resources when the server stops."""
-
-    try:
-        yield
-    finally:
-        await search_client.aclose()
-
-
-app = FastMCP(
-    name="openisle-mcp",
+server = FastMCP(
+    APP_NAME,
     instructions=(
-        "Use this server to search OpenIsle content, reply to comments with an authentication "
-        "token, retrieve details for a specific post, and list posts created within a recent time "
-        "window."
+        "Use the `search` tool to query OpenIsle content. "
+        "Results include posts, comments, users, categories, and tags."
     ),
-    host=settings.host,
-    port=settings.port,
-    lifespan=lifespan,
 )
 
 
-@app.tool(
-    name="search",
-    description="Perform a global search across OpenIsle resources.",
-    structured_output=True,
+def _env(name: str, default: Optional[str] = None) -> Optional[str]:
+    value = os.getenv(name, default)
+    if value is None:
+        return None
+    trimmed = value.strip()
+    return trimmed or default
+
+
+def _load_timeout() -> float:
+    raw = _env("OPENISLE_BACKEND_TIMEOUT", str(DEFAULT_TIMEOUT))
+    try:
+        timeout = float(raw) if raw is not None else DEFAULT_TIMEOUT
+    except ValueError:
+        logger.warning("Invalid OPENISLE_BACKEND_TIMEOUT value '%s', falling back to %s", raw, DEFAULT_TIMEOUT)
+        return DEFAULT_TIMEOUT
+    if timeout <= 0:
+        logger.warning("Non-positive OPENISLE_BACKEND_TIMEOUT %s, falling back to %s", timeout, DEFAULT_TIMEOUT)
+        return DEFAULT_TIMEOUT
+    return timeout
+
+
+_BACKEND_CLIENT = OpenIsleBackendClient(
+    base_url=_env("OPENISLE_BACKEND_URL", DEFAULT_BACKEND_URL) or DEFAULT_BACKEND_URL,
+    timeout=_load_timeout(),
 )
-async def search(
-    keyword: Annotated[str, PydanticField(description="Keyword to search for.")],
-    ctx: Context | None = None,
-) -> SearchResponse:
-    """Call the OpenIsle global search endpoint and return structured results."""
+_PUBLIC_BASE_URL = _env("OPENISLE_PUBLIC_BASE_URL")
 
-    sanitized = keyword.strip()
-    if not sanitized:
-        raise ValueError("Keyword must not be empty.")
 
-    try:
-        raw_results = await search_client.global_search(sanitized)
-    except httpx.HTTPStatusError as exc:  # pragma: no cover - network errors
-        message = (
-            "OpenIsle backend returned HTTP "
-            f"{exc.response.status_code} while searching for '{sanitized}'."
-        )
-        if ctx is not None:
-            await ctx.error(message)
-        raise ValueError(message) from exc
-    except httpx.RequestError as exc:  # pragma: no cover - network errors
-        message = f"Unable to reach OpenIsle backend search service: {exc}."
-        if ctx is not None:
-            await ctx.error(message)
-        raise ValueError(message) from exc
+def _build_url(result: BackendSearchResult) -> Optional[str]:
+    if not _PUBLIC_BASE_URL:
+        return None
+    base = _PUBLIC_BASE_URL.rstrip("/")
+    if result.type in {"post", "post_title"} and result.id is not None:
+        return f"{base}/posts/{result.id}"
+    if result.type == "comment" and result.post_id is not None:
+        anchor = f"#comment-{result.id}" if result.id is not None else ""
+        return f"{base}/posts/{result.post_id}{anchor}"
+    if result.type == "user" and result.id is not None:
+        return f"{base}/users/{result.id}"
+    if result.type == "category" and result.id is not None:
+        return f"{base}/?categoryId={result.id}"
+    if result.type == "tag" and result.id is not None:
+        return f"{base}/?tagIds={result.id}"
+    return None
 
-    try:
-        results = [SearchResultItem.model_validate(entry) for entry in raw_results]
-    except ValidationError as exc:
-        message = "Received malformed data from the OpenIsle backend search endpoint."
-        if ctx is not None:
-            await ctx.error(message)
-        raise ValueError(message) from exc
+
+def _to_search_result(result: BackendSearchResult) -> SearchResult:
+    highlights = {
+        "text": result.highlighted_text,
+        "subText": result.highlighted_sub_text,
+        "extra": result.highlighted_extra,
+    }
+    # Remove empty highlight entries to keep the payload clean
+    highlights = {key: value for key, value in highlights.items() if value}
+    return SearchResult(
+        type=result.type,
+        id=result.id,
+        title=result.text,
+        subtitle=result.sub_text,
+        extra=result.extra,
+        post_id=result.post_id,
+        url=_build_url(result),
+        highlights=highlights,
+    )
+
+
+KeywordParam = Annotated[str, Field(description="Keyword to search for", min_length=1)]
+LimitParam = Annotated[
+    int,
+    Field(ge=1, le=MAX_LIMIT, description=f"Maximum number of results to return (<= {MAX_LIMIT})"),
+]
+
+
+@server.tool(name="search", description="Search OpenIsle content")
+async def search(keyword: KeywordParam, limit: LimitParam = DEFAULT_LIMIT, ctx: Optional[Context] = None) -> SearchResponse:
+    """Run a search query against the OpenIsle backend."""
+
+    trimmed = keyword.strip()
+    if not trimmed:
+        raise mcp_exceptions.ToolError("Keyword must not be empty")
 
     if ctx is not None:
-        await ctx.info(f"Search keyword '{sanitized}' returned {len(results)} results.")
-
-    return SearchResponse(keyword=sanitized, total=len(results), results=results)
-
-
-@app.tool(
-    name="reply_to_comment",
-    description="Reply to an existing comment using an authentication token.",
-    structured_output=True,
-)
-async def reply_to_comment(
-    comment_id: Annotated[
-        int,
-        PydanticField(ge=1, description="Identifier of the comment being replied to."),
-    ],
-    token: Annotated[str, PydanticField(description="JWT bearer token for the user performing the reply.")],
-    content: Annotated[
-        str,
-        PydanticField(description="Markdown content of the reply."),
-    ],
-    captcha: Annotated[
-        str | None,
-        PydanticField(
-            default=None,
-            description="Optional captcha solution if the backend requires it.",
-        ),
-    ] = None,
-    ctx: Context | None = None,
-) -> CommentReplyResult:
-    """Create a reply for a comment and return the backend payload."""
-
-    sanitized_content = content.strip()
-    if not sanitized_content:
-        raise ValueError("Reply content must not be empty.")
-
-    sanitized_token = token.strip()
-    if not sanitized_token:
-        raise ValueError("Authentication token must not be empty.")
-
-    sanitized_captcha = captcha.strip() if isinstance(captcha, str) else None
+        await ctx.debug(f"Searching OpenIsle for '{trimmed}' (limit={limit})")
 
     try:
-        raw_comment = await search_client.reply_to_comment(
-            comment_id,
-            sanitized_token,
-            sanitized_content,
-            sanitized_captcha,
-        )
-    except httpx.HTTPStatusError as exc:  # pragma: no cover - network errors
-        status_code = exc.response.status_code
-        if status_code == 401:
-            message = (
-                "Authentication failed while replying to comment "
-                f"{comment_id}. Please verify the token."
-            )
-        elif status_code == 403:
-            message = (
-                "The provided token is not authorized to reply to comment "
-                f"{comment_id}."
-            )
-        else:
-            message = (
-                "OpenIsle backend returned HTTP "
-                f"{status_code} while replying to comment {comment_id}."
-            )
+        raw_results = await _BACKEND_CLIENT.search_global(trimmed)
+    except BackendClientError as exc:
         if ctx is not None:
-            await ctx.error(message)
-        raise ValueError(message) from exc
-    except httpx.RequestError as exc:  # pragma: no cover - network errors
-        message = (
-            "Unable to reach OpenIsle backend comment service: "
-            f"{exc}."
-        )
-        if ctx is not None:
-            await ctx.error(message)
-        raise ValueError(message) from exc
+            await ctx.error(f"Search request failed: {exc}")
+        raise mcp_exceptions.ToolError(f"Search failed: {exc}") from exc
 
-    try:
-        comment = CommentData.model_validate(raw_comment)
-    except ValidationError as exc:
-        message = "Received malformed data from the reply comment endpoint."
-        if ctx is not None:
-            await ctx.error(message)
-        raise ValueError(message) from exc
+    results = [_to_search_result(result) for result in raw_results]
+    limited = results[:limit]
 
     if ctx is not None:
         await ctx.info(
-            "Reply created successfully for comment "
-            f"{comment_id}."
+            "Search completed",
+            keyword=trimmed,
+            total_results=len(results),
+            returned=len(limited),
         )
 
-    return CommentReplyResult(comment=comment)
-
-
-@app.tool(
-    name="recent_posts",
-    description="Retrieve posts created in the last N minutes.",
-    structured_output=True,
-)
-async def recent_posts(
-    minutes: Annotated[
-        int,
-        PydanticField(gt=0, le=1440, description="Time window in minutes to search for new posts."),
-    ],
-    ctx: Context | None = None,
-) -> RecentPostsResponse:
-    """Fetch recent posts from the backend and return structured data."""
-
-    try:
-        raw_posts = await search_client.recent_posts(minutes)
-    except httpx.HTTPStatusError as exc:  # pragma: no cover - network errors
-        message = (
-            "OpenIsle backend returned HTTP "
-            f"{exc.response.status_code} while fetching recent posts for the last {minutes} minutes."
-        )
-        if ctx is not None:
-            await ctx.error(message)
-        raise ValueError(message) from exc
-    except httpx.RequestError as exc:  # pragma: no cover - network errors
-        message = f"Unable to reach OpenIsle backend recent posts service: {exc}."
-        if ctx is not None:
-            await ctx.error(message)
-        raise ValueError(message) from exc
-
-    try:
-        posts = [PostSummary.model_validate(entry) for entry in raw_posts]
-    except ValidationError as exc:
-        message = "Received malformed data from the recent posts endpoint."
-        if ctx is not None:
-            await ctx.error(message)
-        raise ValueError(message) from exc
-
-    if ctx is not None:
-        await ctx.info(
-            f"Found {len(posts)} posts created within the last {minutes} minutes."
-        )
-
-    return RecentPostsResponse(minutes=minutes, total=len(posts), posts=posts)
-
-
-@app.tool(
-    name="get_post",
-    description="Retrieve detailed information for a single post.",
-    structured_output=True,
-)
-async def get_post(
-    post_id: Annotated[
-        int,
-        PydanticField(ge=1, description="Identifier of the post to retrieve."),
-    ],
-    token: Annotated[
-        str | None,
-        PydanticField(
-            default=None,
-            description="Optional JWT bearer token to view the post as an authenticated user.",
-        ),
-    ] = None,
-    ctx: Context | None = None,
-) -> PostDetail:
-    """Fetch post details from the backend and validate the response."""
-
-    sanitized_token = token.strip() if isinstance(token, str) else None
-    if sanitized_token == "":
-        sanitized_token = None
-
-    try:
-        raw_post = await search_client.get_post(post_id, sanitized_token)
-    except httpx.HTTPStatusError as exc:  # pragma: no cover - network errors
-        status_code = exc.response.status_code
-        if status_code == 404:
-            message = f"Post {post_id} was not found."
-        elif status_code == 401:
-            message = "Authentication failed while retrieving the post."
-        elif status_code == 403:
-            message = "The provided token is not authorized to view this post."
-        else:
-            message = (
-                "OpenIsle backend returned HTTP "
-                f"{status_code} while retrieving post {post_id}."
-            )
-        if ctx is not None:
-            await ctx.error(message)
-        raise ValueError(message) from exc
-    except httpx.RequestError as exc:  # pragma: no cover - network errors
-        message = f"Unable to reach OpenIsle backend post service: {exc}."
-        if ctx is not None:
-            await ctx.error(message)
-        raise ValueError(message) from exc
-
-    try:
-        post = PostDetail.model_validate(raw_post)
-    except ValidationError as exc:
-        message = "Received malformed data from the post detail endpoint."
-        if ctx is not None:
-            await ctx.error(message)
-        raise ValueError(message) from exc
-
-    if ctx is not None:
-        await ctx.info(f"Retrieved post {post_id} successfully.")
-
-    return post
+    return SearchResponse(keyword=trimmed, total_results=len(results), limit=limit, results=limited)
 
 
 def main() -> None:
-    """Run the MCP server using the configured transport."""
+    parser = argparse.ArgumentParser(description="Run the OpenIsle MCP server")
+    parser.add_argument(
+        "--transport",
+        choices=["stdio", "sse", "streamable-http"],
+        default=_env("OPENISLE_MCP_TRANSPORT", DEFAULT_TRANSPORT),
+        help="Transport protocol to use",
+    )
+    parser.add_argument(
+        "--mount-path",
+        default=_env("OPENISLE_MCP_SSE_MOUNT_PATH", "/mcp"),
+        help="Mount path when using the SSE transport",
+    )
+    args = parser.parse_args()
 
-    app.run(transport=settings.transport)
+    logging.basicConfig(level=os.getenv("OPENISLE_MCP_LOG_LEVEL", "INFO"))
+    logger.info(
+        "Starting OpenIsle MCP server", extra={"transport": args.transport, "backend": _BACKEND_CLIENT.base_url}
+    )
+
+    server.run(transport=args.transport, mount_path=args.mount_path)
 
 
-if __name__ == "__main__":  # pragma: no cover - manual execution
+if __name__ == "__main__":
     main()
-

nginx/openisle

@@ -100,28 +100,10 @@ server {
         # auth_basic_user_file /etc/nginx/.htpasswd;
     }
 
+
+    # ---------- WEBSOCKET GATEWAY TO :8082 ----------
     location ^~ /websocket/ {
-        proxy_pass         http://127.0.0.1:8084/;
-        proxy_http_version 1.1;
-
-        proxy_set_header   Upgrade              $http_upgrade;
-        proxy_set_header   Connection           $connection_upgrade;
-
-        proxy_set_header   Host                 $host;
-        proxy_set_header   X-Real-IP            $remote_addr;
-        proxy_set_header   X-Forwarded-For      $proxy_add_x_forwarded_for;
-        proxy_set_header   X-Forwarded-Proto    $scheme;
-        proxy_set_header   X-Forwarded-Host     $host;
-
-        proxy_read_timeout 300s;
-        proxy_send_timeout 300s;
-        proxy_buffering    off;
-        proxy_cache        off;
-        add_header         Cache-Control "no-store" always;
-    }
-
-    location /mcp {
-        proxy_pass         http://127.0.0.1:8085;
+        proxy_pass         http://127.0.0.1:8084/; 
         proxy_http_version 1.1;
 
         proxy_set_header   Upgrade              $http_upgrade;

nginx/openisle-staging

@@ -8,8 +8,11 @@ server {
     listen 443 ssl;
     server_name staging.open-isle.com www.staging.open-isle.com;
 
+
     ssl_certificate     /etc/letsencrypt/live/staging.open-isle.com/fullchain.pem;
     ssl_certificate_key /etc/letsencrypt/live/staging.open-isle.com/privkey.pem;
+    # ssl_certificate     /etc/letsencrypt/live/open-isle.com/fullchain.pem;
+    # ssl_certificate_key /etc/letsencrypt/live/open-isle.com/privkey.pem;
     include /etc/letsencrypt/options-ssl-nginx.conf;
     ssl_dhparam /etc/letsencrypt/ssl-dhparams.pem;
 
@@ -37,13 +40,59 @@ server {
         add_header X-Upstream $upstream_addr always;
     }
 
+    # 1) 原生 WebSocket
+    location ^~ /api/ws {
+        proxy_pass         http://127.0.0.1:8081;  # 不要尾随 /，保留原样 URI
+        proxy_http_version 1.1;
+
+        # 升级所需
+        proxy_set_header   Upgrade              $http_upgrade;
+        proxy_set_header   Connection           $connection_upgrade;
+
+        # 统一透传这些头（你在 /api/ 有，/api/ws 也要有）
+        proxy_set_header   Host                 $host;
+        proxy_set_header   X-Real-IP            $remote_addr;
+        proxy_set_header   X-Forwarded-For      $proxy_add_x_forwarded_for;
+        proxy_set_header   X-Forwarded-Proto    $scheme;
+        proxy_set_header   X-Forwarded-Host     $host;
+
+        proxy_read_timeout 300s;
+        proxy_send_timeout 300s;
+        proxy_buffering    off;
+        proxy_cache        off;
+    }
+
+    # 2) SockJS（包含 /info、/iframe.html、/.../websocket 等）
+    location ^~ /api/sockjs {
+        proxy_pass         http://127.0.0.1:8081;
+        proxy_http_version 1.1;
+
+        proxy_set_header   Upgrade              $http_upgrade;
+        proxy_set_header   Connection           $connection_upgrade;
+
+        proxy_set_header   Host                 $host;
+        proxy_set_header   X-Real-IP            $remote_addr;
+        proxy_set_header   X-Forwarded-For      $proxy_add_x_forwarded_for;
+        proxy_set_header   X-Forwarded-Proto    $scheme;
+        proxy_set_header   X-Forwarded-Host     $host;
+
+        proxy_read_timeout 300s;
+        proxy_send_timeout 300s;
+        proxy_buffering    off;
+        proxy_cache        off;
+
+        # 如要同源 iframe 回退，下面两行二选一（或者交给 Spring Security 的 sameOrigin）
+        # proxy_hide_header  X-Frame-Options;
+        # add_header         X-Frame-Options "SAMEORIGIN" always;
+    }    
+
     # ---------- API ----------
     location /api/ {
         proxy_pass http://127.0.0.1:8081/api/;
         proxy_http_version 1.1;
 
-        proxy_set_header Upgrade $http_upgrade;
-        proxy_set_header Connection $connection_upgrade;
+    	proxy_set_header Upgrade $http_upgrade;
+    	proxy_set_header Connection $connection_upgrade;
 
 
         proxy_set_header Host              $host;
@@ -60,6 +109,7 @@ server {
         proxy_cache_bypass 1;
     }
 
+    # ---------- WEBSOCKET GATEWAY TO :8083 ----------
     location ^~ /websocket/ {
         proxy_pass         http://127.0.0.1:8083/;
         proxy_http_version 1.1;
@@ -80,24 +130,4 @@ server {
         add_header         Cache-Control "no-store" always;
     }
 
-    location /mcp {
-        proxy_pass         http://127.0.0.1:8086;
-        proxy_http_version 1.1;
-
-        proxy_set_header   Upgrade              $http_upgrade;
-        proxy_set_header   Connection           $connection_upgrade;
-
-        proxy_set_header   Host                 $host;
-        proxy_set_header   X-Real-IP            $remote_addr;
-        proxy_set_header   X-Forwarded-For      $proxy_add_x_forwarded_for;
-        proxy_set_header   X-Forwarded-Proto    $scheme;
-        proxy_set_header   X-Forwarded-Host     $host;
-
-        proxy_read_timeout 300s;
-        proxy_send_timeout 300s;
-        proxy_buffering    off;
-        proxy_cache        off;
-        add_header         Cache-Control "no-store" always;
-    }
-
-}
+}