MCP Standards

Instructions

Implementation Reference

• src/mcp_standards/server.py:310-335 (handler)

  The core handler function that executes the add_episode tool logic: inserts the episode data into the SQLite 'episodes' table and updates the FTS search index.
  async def _add_episode(self, name: str, content: str, source: str = "user") -> Dict[str, Any]: """Add episode to memory""" try: with sqlite3.connect(self.db_path) as conn: cursor = conn.execute( "INSERT INTO episodes (name, content, source) VALUES (?, ?, ?)", (name, content, source) ) episode_id = cursor.lastrowid # Update search index conn.execute( "INSERT INTO episodes_search (rowid, name, content, source) VALUES (?, ?, ?, ?)", (episode_id, name, content, source) ) conn.commit() return { "success": True, "id": episode_id, "message": f"Episode '{name}' added successfully" } except Exception as e: return {"success": False, "error": str(e)}
• src/mcp_standards/server.py:134-142 (schema)

  JSON schema defining the input parameters for the add_episode tool, including name, content (required), and optional source.
  inputSchema={ "type": "object", "properties": { "name": {"type": "string", "description": "Episode name"}, "content": {"type": "string", "description": "Episode content"}, "source": {"type": "string", "description": "Source of episode", "default": "user"}, }, "required": ["name", "content"], },
• src/mcp_standards/server.py:131-143 (registration)

  Registration of the add_episode tool in the list_tools() handler, defining name, description, and schema.
  Tool( name="add_episode", description="Add knowledge episode to memory", inputSchema={ "type": "object", "properties": { "name": {"type": "string", "description": "Episode name"}, "content": {"type": "string", "description": "Episode content"}, "source": {"type": "string", "description": "Source of episode", "default": "user"}, }, "required": ["name", "content"], }, ),
• src/mcp_standards/server.py:245-251 (registration)

  Dispatch logic in the call_tool() handler that routes 'add_episode' calls to the _add_episode implementation.
  if name == "add_episode": result = await self._add_episode( arguments["name"], arguments["content"], arguments.get("source", "user"), ) return [TextContent(type="text", text=json.dumps(result))]
• src/mcp_standards/model_router.py:31-32 (helper)

  Classification of add_episode as SIMPLE complexity task for model routing and cost optimization in enhanced server.
  "add_episode": TaskComplexity.SIMPLE, "search_episodes": TaskComplexity.SIMPLE,